diff --git a/apps/sim/background/table-export.ts b/apps/sim/background/table-export.ts
index 49a9c622c3..a816251068 100644
--- a/apps/sim/background/table-export.ts
+++ b/apps/sim/background/table-export.ts
@@ -3,9 +3,9 @@ import { runTableExport, type TableExportPayload } from '@/lib/table/export-runn
 
 /**
  * Trigger.dev wrapper around `runTableExport`. Retry-safe: a retried attempt regenerates the file
- * from scratch (failures clean up their partial upload), and the `table_jobs` ownership gate
- * stops a run that lost the job. `medium-1x` — the serialized file is buffered in memory before
- * the single-shot storage upload (~hundreds of MB worst case for enterprise 1M-row tables).
+ * from scratch (failures abort/clean up their partial upload), and the `table_jobs` ownership gate
+ * stops a run that lost the job. The file streams to storage in bounded multipart chunks (no longer
+ * buffered whole), so `medium-1x` is now headroom rather than a hard requirement.
  */
 export const tableExportTask = task({
   id: 'table-export',
diff --git a/apps/sim/lib/api/contracts/hotspots.ts b/apps/sim/lib/api/contracts/hotspots.ts
index db667c50aa..6c280898c3 100644
--- a/apps/sim/lib/api/contracts/hotspots.ts
+++ b/apps/sim/lib/api/contracts/hotspots.ts
@@ -162,11 +162,20 @@ export const functionExecuteContract = defineRouteContract({
     isCustomTool: z.boolean().optional().default(false),
     _sandboxFiles: z
       .array(
-        z.object({
-          path: z.string(),
-          content: z.string(),
-          encoding: z.literal('base64').optional(),
-        })
+        z.union([
+          z.object({
+            type: z.literal('content').optional(),
+            path: z.string(),
+            content: z.string(),
+            encoding: z.literal('base64').optional(),
+          }),
+          // Mounted by reference: the sandbox fetches `url` itself (no bytes through the web tier).
+          z.object({
+            type: z.literal('url'),
+            path: z.string(),
+            url: z.string(),
+          }),
+        ])
       )
       .optional(),
   }),
diff --git a/apps/sim/lib/copilot/tools/handlers/function-execute.test.ts b/apps/sim/lib/copilot/tools/handlers/function-execute.test.ts
new file mode 100644
index 0000000000..ce56f51254
--- /dev/null
+++ b/apps/sim/lib/copilot/tools/handlers/function-execute.test.ts
@@ -0,0 +1,201 @@
+/**
+ * @vitest-environment node
+ */
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+
+const {
+  mockIsFeatureEnabled,
+  mockGetTableById,
+  mockListTables,
+  mockQueryRows,
+  mockGetOrCreateTableSnapshot,
+  mockDownloadFile,
+  mockGeneratePresignedDownloadUrl,
+  mockHasCloudStorage,
+  mockExecuteTool,
+} = vi.hoisted(() => ({
+  mockIsFeatureEnabled: vi.fn(),
+  mockGetTableById: vi.fn(),
+  mockListTables: vi.fn(),
+  mockQueryRows: vi.fn(),
+  mockGetOrCreateTableSnapshot: vi.fn(),
+  mockDownloadFile: vi.fn(),
+  mockGeneratePresignedDownloadUrl: vi.fn(),
+  mockHasCloudStorage: vi.fn(),
+  mockExecuteTool: vi.fn(),
+}))
+
+vi.mock('@/lib/core/config/feature-flags', () => ({ isFeatureEnabled: mockIsFeatureEnabled }))
+vi.mock('@/lib/table/service', () => ({
+  getTableById: mockGetTableById,
+  listTables: mockListTables,
+}))
+vi.mock('@/lib/table/rows/service', () => ({ queryRows: mockQueryRows }))
+vi.mock('@/lib/table/snapshot-cache', () => ({
+  getOrCreateTableSnapshot: mockGetOrCreateTableSnapshot,
+  SNAPSHOT_MAX_BYTES: 500 * 1024 * 1024,
+}))
+vi.mock('@/lib/uploads/core/storage-service', () => ({
+  downloadFile: mockDownloadFile,
+  generatePresignedDownloadUrl: mockGeneratePresignedDownloadUrl,
+  hasCloudStorage: mockHasCloudStorage,
+}))
+vi.mock('@/tools', () => ({ executeTool: mockExecuteTool }))
+// Workspace-file + VFS surfaces are unused on the tables-only path; stub to avoid heavy loads.
+vi.mock('@/lib/uploads/contexts/workspace/workspace-file-manager', () => ({
+  fetchWorkspaceFileBuffer: vi.fn(),
+  findWorkspaceFileRecord: vi.fn(),
+  getSandboxWorkspaceFilePath: vi.fn(),
+  listWorkspaceFiles: vi.fn(),
+}))
+vi.mock('@/lib/uploads/contexts/workspace/workspace-file-folder-manager', () => ({
+  listWorkspaceFileFolders: vi.fn(),
+}))
+vi.mock('@/lib/copilot/vfs/path-utils', () => ({
+  decodeVfsPathSegments: (p: string) => p.split('/'),
+  encodeVfsPathSegments: (s: string[]) => s.join('/'),
+}))
+vi.mock('@/lib/copilot/vfs/workflow-alias-resolver', () => ({
+  resolveWorkflowAliasForWorkspace: vi.fn().mockResolvedValue(null),
+}))
+vi.mock('@/lib/copilot/vfs/workflow-aliases', () => ({
+  isPlanAliasPath: () => false,
+  workflowAliasSandboxPath: (p: string) => p,
+}))
+
+import { executeFunctionExecute } from '@/lib/copilot/tools/handlers/function-execute'
+
+const table = {
+  id: 'tbl_1',
+  workspaceId: 'ws_1',
+  rowCount: 1000,
+  schema: { columns: [{ id: 'col_name', name: 'name', type: 'string' }] },
+}
+
+const context = { workspaceId: 'ws_1', userId: 'u1' }
+
+function mountedFiles() {
+  const params = mockExecuteTool.mock.calls[0][1] as {
+    _sandboxFiles?: Array<{ path: string; type?: string; content?: string; url?: string }>
+  }
+  return params._sandboxFiles ?? []
+}
+
+const snapshotCacheOn = (flag: string) => Promise.resolve(flag === 'table-snapshot-cache')
+
+describe('executeFunctionExecute table mounts', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+    mockExecuteTool.mockResolvedValue({ success: true })
+    mockGetTableById.mockResolvedValue(table)
+    mockIsFeatureEnabled.mockResolvedValue(false)
+    mockQueryRows.mockResolvedValue({ rows: [{ data: { name: 'Ada' } }] })
+    mockHasCloudStorage.mockReturnValue(true)
+    mockGeneratePresignedDownloadUrl.mockResolvedValue('https://s3.example/presigned?sig=abc')
+  })
+
+  it('flag OFF: drains the table inline via queryRows (existing path)', async () => {
+    await executeFunctionExecute({ inputTables: ['tbl_1'] }, context as never)
+
+    expect(mockQueryRows).toHaveBeenCalledTimes(1)
+    expect(mockGetOrCreateTableSnapshot).not.toHaveBeenCalled()
+    const files = mountedFiles()
+    expect(files[0].path).toBe('/home/user/tables/tbl_1.csv')
+    expect(files[0].content).toBe('name\nAda')
+  })
+
+  it('flag ON + cloud storage: mounts by presigned URL, no bytes through web', async () => {
+    mockIsFeatureEnabled.mockImplementation(snapshotCacheOn)
+    mockGetOrCreateTableSnapshot.mockResolvedValue({
+      key: 'table-snapshots/ws_1/tbl_1/v5.csv',
+      size: 9,
+      version: 5,
+    })
+
+    await executeFunctionExecute({ inputTables: ['tbl_1'] }, context as never)
+
+    expect(mockGetOrCreateTableSnapshot).toHaveBeenCalledTimes(1)
+    expect(mockQueryRows).not.toHaveBeenCalled()
+    expect(mockDownloadFile).not.toHaveBeenCalled()
+    expect(mockGeneratePresignedDownloadUrl).toHaveBeenCalledWith(
+      'table-snapshots/ws_1/tbl_1/v5.csv',
+      'execution',
+      expect.any(Number)
+    )
+    expect(mountedFiles()[0]).toEqual({
+      type: 'url',
+      path: '/home/user/tables/tbl_1.csv',
+      url: 'https://s3.example/presigned?sig=abc',
+    })
+  })
+
+  it('flag ON + local storage: falls back to a buffered content mount', async () => {
+    mockIsFeatureEnabled.mockImplementation(snapshotCacheOn)
+    mockHasCloudStorage.mockReturnValue(false)
+    mockGetOrCreateTableSnapshot.mockResolvedValue({
+      key: 'table-snapshots/ws_1/tbl_1/v5.csv',
+      size: 9,
+      version: 5,
+    })
+    mockDownloadFile.mockResolvedValue(Buffer.from('name\nAda\n'))
+
+    await executeFunctionExecute({ inputTables: ['tbl_1'] }, context as never)
+
+    expect(mockGeneratePresignedDownloadUrl).not.toHaveBeenCalled()
+    expect(mockDownloadFile).toHaveBeenCalledWith(
+      expect.objectContaining({ key: 'table-snapshots/ws_1/tbl_1/v5.csv', context: 'execution' })
+    )
+    const file = mountedFiles()[0]
+    expect(file.path).toBe('/home/user/tables/tbl_1.csv')
+    expect(file.content).toBe('name\nAda\n')
+    expect(file.type).toBeUndefined()
+  })
+
+  it('flag ON but small table stays on the inline path', async () => {
+    mockIsFeatureEnabled.mockImplementation(snapshotCacheOn)
+    mockGetTableById.mockResolvedValue({ ...table, rowCount: 10 })
+
+    await executeFunctionExecute({ inputTables: ['tbl_1'] }, context as never)
+
+    expect(mockGetOrCreateTableSnapshot).not.toHaveBeenCalled()
+    expect(mockQueryRows).toHaveBeenCalledTimes(1)
+  })
+
+  it('flag ON + cloud: throws when the snapshot exceeds the table mount limit', async () => {
+    mockIsFeatureEnabled.mockImplementation(snapshotCacheOn)
+    mockGetOrCreateTableSnapshot.mockResolvedValue({
+      key: 'table-snapshots/ws_1/tbl_1/v5.csv',
+      size: 600 * 1024 * 1024,
+      version: 5,
+    })
+
+    await expect(
+      executeFunctionExecute({ inputTables: ['tbl_1'] }, context as never)
+    ).rejects.toThrow(/table mount limit/)
+    expect(mockGeneratePresignedDownloadUrl).not.toHaveBeenCalled()
+  })
+
+  it('flag ON + local: throws when the snapshot exceeds the per-file mount limit', async () => {
+    mockIsFeatureEnabled.mockImplementation(snapshotCacheOn)
+    mockHasCloudStorage.mockReturnValue(false)
+    mockGetOrCreateTableSnapshot.mockResolvedValue({
+      key: 'table-snapshots/ws_1/tbl_1/v5.csv',
+      size: 20 * 1024 * 1024,
+      version: 5,
+    })
+
+    await expect(
+      executeFunctionExecute({ inputTables: ['tbl_1'] }, context as never)
+    ).rejects.toThrow(/per-file mount limit/)
+    expect(mockDownloadFile).not.toHaveBeenCalled()
+  })
+
+  it('rejects a table that belongs to another workspace (tenant isolation)', async () => {
+    mockGetTableById.mockResolvedValue({ ...table, workspaceId: 'ws_2' })
+
+    await expect(
+      executeFunctionExecute({ inputTables: ['tbl_1'] }, context as never)
+    ).rejects.toThrow(/Input table not found/)
+    expect(mockGetOrCreateTableSnapshot).not.toHaveBeenCalled()
+  })
+})
diff --git a/apps/sim/lib/copilot/tools/handlers/function-execute.ts b/apps/sim/lib/copilot/tools/handlers/function-execute.ts
index 895b218ffb..a2bfb549b5 100644
--- a/apps/sim/lib/copilot/tools/handlers/function-execute.ts
+++ b/apps/sim/lib/copilot/tools/handlers/function-execute.ts
@@ -5,6 +5,7 @@ import { isPlanAliasPath, workflowAliasSandboxPath } from '@/lib/copilot/vfs/wor
 import { isFeatureEnabled } from '@/lib/core/config/feature-flags'
 import { queryRows } from '@/lib/table/rows/service'
 import { getTableById, listTables } from '@/lib/table/service'
+import { getOrCreateTableSnapshot, SNAPSHOT_MAX_BYTES } from '@/lib/table/snapshot-cache'
 import { listWorkspaceFileFolders } from '@/lib/uploads/contexts/workspace/workspace-file-folder-manager'
 import {
   fetchWorkspaceFileBuffer,
@@ -12,6 +13,11 @@ import {
   getSandboxWorkspaceFilePath,
   listWorkspaceFiles,
 } from '@/lib/uploads/contexts/workspace/workspace-file-manager'
+import {
+  downloadFile,
+  generatePresignedDownloadUrl,
+  hasCloudStorage,
+} from '@/lib/uploads/core/storage-service'
 import { executeTool as executeAppTool } from '@/tools'
 import type { ToolExecutionContext, ToolExecutionResult } from '../../tool-executor/types'
 
@@ -21,11 +27,22 @@ const MAX_FILE_SIZE = 10 * 1024 * 1024
 const MAX_TOTAL_SIZE = 50 * 1024 * 1024
 const MAX_MOUNTED_FILES = 500
 
-interface SandboxFile {
-  path: string
-  content: string
-  encoding?: 'base64'
-}
+/**
+ * Below this row count a table mounts via the direct inline CSV path — the version-keyed snapshot
+ * cache (storage round-trip) only pays off for larger/hot tables. Behind the feature flag either
+ * way; this just keeps tiny one-shot tables on the cheaper path.
+ */
+const SNAPSHOT_MIN_ROWS = 500
+
+/**
+ * Lifetime of the presigned URL handed to the sandbox to fetch a snapshot. Long enough to download
+ * a large file at sandbox startup; the URL grants read to only that one version-pinned object.
+ */
+const SNAPSHOT_URL_TTL_SECONDS = 600
+
+type SandboxFile =
+  | { type?: 'content'; path: string; content: string; encoding?: 'base64' }
+  | { type: 'url'; path: string; url: string }
 
 interface CanonicalFileInput {
   path: string
@@ -249,6 +266,7 @@ async function resolveInputFiles(
     const tablePathLookup = hasTablePathRefs
       ? new Map((await listTables(workspaceId)).map((table) => [table.name, table]))
       : undefined
+    const snapshotCacheEnabled = await isFeatureEnabled('table-snapshot-cache')
     for (const tableRef of inputTables) {
       const tableId =
         typeof tableRef === 'string'
@@ -263,6 +281,56 @@ async function resolveInputFiles(
           `Input table not found: "${tableId}". Pass the table id (tbl_...) from tables/{name}/meta.json, or a tables/{name}/meta.json path.`
         )
       }
+      const sandboxPath =
+        typeof tableRef === 'object' && tableRef !== null
+          ? (tableRef as CanonicalTableInput).sandboxPath
+          : undefined
+      const mountPath = sandboxPath || `/home/user/tables/${table.id}.csv`
+
+      // Large/hot tables mount by reference from a version-keyed CSV snapshot in object storage.
+      if (snapshotCacheEnabled && table.rowCount >= SNAPSHOT_MIN_ROWS) {
+        const snapshot = await getOrCreateTableSnapshot(table, 'copilot-fn-exec')
+
+        if (hasCloudStorage()) {
+          // Mount by reference: the sandbox fetches the snapshot straight from storage via a
+          // presigned URL, so the bytes never pass through the web process — the only ceiling is
+          // sandbox disk (enforced at materialization by SNAPSHOT_MAX_BYTES).
+          if (snapshot.size > SNAPSHOT_MAX_BYTES) {
+            throw new Error(
+              `Input table "${tableId}" is ${Math.round(snapshot.size / 1024 / 1024)}MB, over the ${SNAPSHOT_MAX_BYTES / 1024 / 1024}MB table mount limit.`
+            )
+          }
+          const url = await generatePresignedDownloadUrl(
+            snapshot.key,
+            'execution',
+            SNAPSHOT_URL_TTL_SECONDS
+          )
+          sandboxFiles.push({ type: 'url', path: mountPath, url })
+          continue
+        }
+
+        // Local storage: a presigned URL is an app-internal serve path a remote sandbox can't
+        // reach, so fall back to buffering the bytes through the web process (file-mount guards).
+        if (snapshot.size > MAX_FILE_SIZE) {
+          throw new Error(
+            `Input table "${tableId}" is ${Math.round(snapshot.size / 1024 / 1024)}MB, over the ${MAX_FILE_SIZE / 1024 / 1024}MB per-file mount limit.`
+          )
+        }
+        if (totalSize + snapshot.size > MAX_TOTAL_SIZE) {
+          throw new Error(
+            `Mounting "${tableId}" would exceed the ${MAX_TOTAL_SIZE / 1024 / 1024}MB total mount limit. Mount fewer or smaller tables.`
+          )
+        }
+        const buffer = await downloadFile({
+          key: snapshot.key,
+          context: 'execution',
+          maxBytes: MAX_FILE_SIZE,
+        })
+        totalSize += buffer.length
+        sandboxFiles.push({ path: mountPath, content: buffer.toString('utf-8') })
+        continue
+      }
+
       const rows = await queryRows(table, {}, 'copilot-fn-exec')
 
       const allKeys = new Set(table.schema.columns.map((column) => column.name))
@@ -290,14 +358,7 @@ async function resolveInputFiles(
         )
       }
       const csvContent = csvLines.join('\n')
-      const sandboxPath =
-        typeof tableRef === 'object' && tableRef !== null
-          ? (tableRef as CanonicalTableInput).sandboxPath
-          : undefined
-      sandboxFiles.push({
-        path: sandboxPath || `/home/user/tables/${table.id}.csv`,
-        content: csvContent,
-      })
+      sandboxFiles.push({ path: mountPath, content: csvContent })
     }
   }
 
diff --git a/apps/sim/lib/core/config/env.ts b/apps/sim/lib/core/config/env.ts
index 293c7560e5..1ea9e3e105 100644
--- a/apps/sim/lib/core/config/env.ts
+++ b/apps/sim/lib/core/config/env.ts
@@ -73,6 +73,7 @@ export const env = createEnv({
     BILLING_ENABLED:                       z.boolean().optional(),                 // Enable billing enforcement and usage tracking
     FREE_API_DEPLOYMENT_GATE_ENABLED:      z.boolean().optional(),                 // Block free-plan accounts from programmatic execution (API/MCP/A2A/generic webhooks/chat embeds). Requires BILLING_ENABLED. Off by default for dark rollout
     TABLES_FRACTIONAL_ORDERING:            z.boolean().optional(),                 // Order table rows by fractional order_key (O(1) insert/delete) instead of integer position
+    TABLE_SNAPSHOT_CACHE:                  z.boolean().optional(),                 // Mount tables into sandboxes by reference via a version-keyed CSV snapshot in object storage instead of draining the whole table into web-process heap
 
     // Table feature limits (per plan). Apply when billing is disabled (free tier defaults) or for billed plans.
     FREE_TABLES_LIMIT:                     z.number().optional(),                  // Max user tables per workspace on free tier (default: 3)
diff --git a/apps/sim/lib/core/config/feature-flags.ts b/apps/sim/lib/core/config/feature-flags.ts
index d3bc89ad79..85107d7455 100644
--- a/apps/sim/lib/core/config/feature-flags.ts
+++ b/apps/sim/lib/core/config/feature-flags.ts
@@ -74,6 +74,14 @@ const FEATURE_FLAGS = {
       'user context — use enabled:true for global rollout rather than per-user targeting.',
     fallback: 'MOTHERSHIP_BETA_FEATURES',
   },
+  'table-snapshot-cache': {
+    description:
+      'Mount Sim tables into code sandboxes by reference via a version-keyed CSV snapshot in ' +
+      'object storage (reused across runs until the table mutates) instead of draining the whole ' +
+      'table into web-process heap. resolveInputFiles evaluates without user context — use ' +
+      'enabled:true for global rollout rather than per-user targeting.',
+    fallback: 'TABLE_SNAPSHOT_CACHE',
+  },
 } satisfies Record<string, FeatureFlagDefinition>
 
 /**
diff --git a/apps/sim/lib/execution/e2b.test.ts b/apps/sim/lib/execution/e2b.test.ts
new file mode 100644
index 0000000000..738d1fdfff
--- /dev/null
+++ b/apps/sim/lib/execution/e2b.test.ts
@@ -0,0 +1,108 @@
+/**
+ * @vitest-environment node
+ */
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+import { CodeLanguage } from '@/lib/execution/languages'
+
+const { mockCreate, mockRunCode, mockCommandsRun, mockFilesWrite, mockKill } = vi.hoisted(() => ({
+  mockCreate: vi.fn(),
+  mockRunCode: vi.fn(),
+  mockCommandsRun: vi.fn(),
+  mockFilesWrite: vi.fn(),
+  mockKill: vi.fn(),
+}))
+
+vi.mock('@e2b/code-interpreter', () => ({ Sandbox: { create: mockCreate } }))
+vi.mock('@/lib/core/config/env', () => ({ env: { E2B_API_KEY: 'test-key' } }))
+
+import { executeInE2B, executeShellInE2B } from '@/lib/execution/e2b'
+
+describe('e2b sandbox inputs', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+    mockCreate.mockResolvedValue({
+      sandboxId: 'sb_1',
+      files: { write: mockFilesWrite },
+      commands: { run: mockCommandsRun },
+      runCode: mockRunCode,
+      kill: mockKill,
+    })
+    mockRunCode.mockResolvedValue({
+      error: null,
+      text: '',
+      logs: { stdout: [], stderr: [] },
+      results: [],
+    })
+    // Default: shell code run + any fetch succeed.
+    mockCommandsRun.mockResolvedValue({ stdout: '', stderr: '', exitCode: 0 })
+  })
+
+  it('fetches a url entry via curl with URL/DST/DIR passed as envs (no inline write)', async () => {
+    await executeInE2B({
+      code: 'x',
+      language: CodeLanguage.JavaScript,
+      timeoutMs: 1000,
+      sandboxFiles: [
+        { type: 'url', path: '/home/user/tables/t.csv', url: 'https://s3.example/p?a=1&b=2' },
+      ],
+    })
+
+    expect(mockCommandsRun).toHaveBeenCalledTimes(1)
+    const [cmd, opts] = mockCommandsRun.mock.calls[0]
+    expect(cmd).toContain('curl')
+    expect(cmd).toContain('mkdir -p')
+    // URL/path go through envs, never interpolated into the command string.
+    expect(cmd).not.toContain('https://s3.example')
+    expect(opts.envs).toEqual({
+      URL: 'https://s3.example/p?a=1&b=2',
+      DST: '/home/user/tables/t.csv',
+      DIR: '/home/user/tables',
+    })
+    expect(opts.user).toBeUndefined() // code sandbox runs as default user
+    expect(mockFilesWrite).not.toHaveBeenCalled()
+  })
+
+  it('writes a content entry inline (no fetch)', async () => {
+    await executeInE2B({
+      code: 'x',
+      language: CodeLanguage.JavaScript,
+      timeoutMs: 1000,
+      sandboxFiles: [{ path: '/home/user/f.txt', content: 'hi' }],
+    })
+
+    expect(mockFilesWrite).toHaveBeenCalledWith('/home/user/f.txt', 'hi')
+    expect(mockCommandsRun).not.toHaveBeenCalled()
+  })
+
+  it('fetches as root in the shell sandbox', async () => {
+    await executeShellInE2B({
+      code: 'echo hi',
+      envs: {},
+      timeoutMs: 1000,
+      sandboxFiles: [{ type: 'url', path: '/home/user/tables/t.csv', url: 'https://s3.example/p' }],
+    })
+
+    const fetchCall = mockCommandsRun.mock.calls.find((c) => c[1]?.envs?.URL)
+    expect(fetchCall).toBeDefined()
+    expect(fetchCall?.[0]).toContain('curl')
+    expect(fetchCall?.[1].user).toBe('root')
+  })
+
+  it('throws a clear error and kills the sandbox when the fetch fails', async () => {
+    mockCommandsRun.mockRejectedValueOnce(new Error('curl: (22) 403'))
+
+    await expect(
+      executeInE2B({
+        code: 'x',
+        language: CodeLanguage.JavaScript,
+        timeoutMs: 1000,
+        sandboxFiles: [
+          { type: 'url', path: '/home/user/tables/t.csv', url: 'https://s3.example/p' },
+        ],
+      })
+    ).rejects.toThrow(/Failed to fetch mounted file into sandbox/)
+
+    expect(mockKill).toHaveBeenCalled()
+    expect(mockRunCode).not.toHaveBeenCalled()
+  })
+})
diff --git a/apps/sim/lib/execution/e2b.ts b/apps/sim/lib/execution/e2b.ts
index c56bfb5554..697fc5992d 100644
--- a/apps/sim/lib/execution/e2b.ts
+++ b/apps/sim/lib/execution/e2b.ts
@@ -1,13 +1,16 @@
 import type { Sandbox as E2BSandbox } from '@e2b/code-interpreter'
 import { createLogger } from '@sim/logger'
+import { getErrorMessage } from '@sim/utils/errors'
 import { env } from '@/lib/core/config/env'
 import { CodeLanguage } from '@/lib/execution/languages'
 
-export interface SandboxFile {
-  path: string
-  content: string
-  encoding?: 'base64'
-}
+/**
+ * A sandbox input file. `content` entries are written inline; `url` entries are fetched from inside
+ * the sandbox (so large mounts never pass their bytes through the web process).
+ */
+export type SandboxFile =
+  | { type?: 'content'; path: string; content: string; encoding?: 'base64' }
+  | { type: 'url'; path: string; url: string }
 
 export interface E2BExecutionRequest {
   code: string
@@ -48,6 +51,62 @@ export interface E2BExecutionResult {
 
 const logger = createLogger('E2BExecution')
 
+/**
+ * Materializes sandbox input files before user code runs. `content` entries are written inline;
+ * `url` entries are fetched from inside the sandbox via `curl` — their bytes never pass through the
+ * web process, so the mount size is bounded by sandbox disk, not web heap. The URL and paths are
+ * passed as env vars (never interpolated into the shell) so a presigned query string can't break or
+ * inject. A failed fetch throws so user code never runs against a missing mount. `rootUser` matches
+ * the shell sandbox's root execution context.
+ */
+async function writeSandboxInputs(
+  sandbox: E2BSandbox,
+  files: SandboxFile[] | undefined,
+  opts: { sandboxId?: string; rootUser?: boolean }
+): Promise<void> {
+  if (!files?.length) return
+  const fetchedByUrl: string[] = []
+  const writtenInline: string[] = []
+  for (const file of files) {
+    if (file.type === 'url') {
+      const dir = file.path.slice(0, file.path.lastIndexOf('/'))
+      try {
+        await sandbox.commands.run(
+          'set -e; [ -n "$DIR" ] && mkdir -p "$DIR"; curl -fsS --retry 3 --retry-connrefused --max-time 300 "$URL" -o "$DST"',
+          {
+            envs: { URL: file.url, DST: file.path, DIR: dir },
+            ...(opts.rootUser ? { user: 'root' } : {}),
+          }
+        )
+        fetchedByUrl.push(file.path)
+      } catch (error) {
+        throw new Error(
+          `Failed to fetch mounted file into sandbox at ${file.path}: ${getErrorMessage(error)}`
+        )
+      }
+    } else if (file.encoding === 'base64') {
+      const buf = Buffer.from(file.content, 'base64')
+      await sandbox.files.write(
+        file.path,
+        buf.buffer.slice(buf.byteOffset, buf.byteOffset + buf.byteLength)
+      )
+      writtenInline.push(file.path)
+    } else {
+      await sandbox.files.write(file.path, file.content)
+      writtenInline.push(file.path)
+    }
+  }
+  // Split counts so it's visible whether a mount was fetched in-sandbox (by presigned URL, no bytes
+  // through the web process) or written inline.
+  logger.info('Materialized sandbox inputs', {
+    sandboxId: opts.sandboxId,
+    fetchedByUrlCount: fetchedByUrl.length,
+    writtenInlineCount: writtenInline.length,
+    fetchedByUrl,
+    writtenInline,
+  })
+}
+
 async function createE2BSandbox(kind: 'code' | 'shell' | 'doc'): Promise<E2BSandbox> {
   const apiKey = env.E2B_API_KEY
   if (!apiKey) {
@@ -127,28 +186,12 @@ export async function executeInE2B(req: E2BExecutionRequest): Promise<E2BExecuti
   const sandbox = await createE2BSandbox(req.sandboxKind ?? 'code')
   const sandboxId = sandbox.sandboxId
 
-  if (req.sandboxFiles?.length) {
-    for (const file of req.sandboxFiles) {
-      if (file.encoding === 'base64') {
-        const buf = Buffer.from(file.content, 'base64')
-        await sandbox.files.write(
-          file.path,
-          buf.buffer.slice(buf.byteOffset, buf.byteOffset + buf.byteLength)
-        )
-      } else {
-        await sandbox.files.write(file.path, file.content)
-      }
-    }
-    logger.info('Wrote sandbox input files', {
-      sandboxId,
-      fileCount: req.sandboxFiles.length,
-      paths: req.sandboxFiles.map((f) => f.path),
-    })
-  }
-
   const stdoutChunks = []
 
   try {
+    // Inside the try so a failed mount still kills the sandbox via the finally below.
+    await writeSandboxInputs(sandbox, req.sandboxFiles, { sandboxId })
+
     const execution = await sandbox.runCode(code, {
       language: language === CodeLanguage.Python ? 'python' : 'javascript',
       timeoutMs,
@@ -247,26 +290,10 @@ export async function executeShellInE2B(
   const sandbox = await createE2BSandbox(req.sandboxKind ?? 'shell')
   const sandboxId = sandbox.sandboxId
 
-  if (req.sandboxFiles?.length) {
-    for (const file of req.sandboxFiles) {
-      if (file.encoding === 'base64') {
-        const buf = Buffer.from(file.content, 'base64')
-        await sandbox.files.write(
-          file.path,
-          buf.buffer.slice(buf.byteOffset, buf.byteOffset + buf.byteLength)
-        )
-      } else {
-        await sandbox.files.write(file.path, file.content)
-      }
-    }
-    logger.info('Wrote sandbox input files', {
-      sandboxId,
-      fileCount: req.sandboxFiles.length,
-      paths: req.sandboxFiles.map((f) => f.path),
-    })
-  }
-
   try {
+    // Inside the try so a failed mount still kills the sandbox via the finally below.
+    await writeSandboxInputs(sandbox, req.sandboxFiles, { sandboxId, rootUser: true })
+
     let result: { stdout: string; stderr: string; exitCode: number }
     try {
       result = await sandbox.commands.run(code, {
diff --git a/apps/sim/lib/table/export-runner.test.ts b/apps/sim/lib/table/export-runner.test.ts
index 96032a7c82..f8477eac0c 100644
--- a/apps/sim/lib/table/export-runner.test.ts
+++ b/apps/sim/lib/table/export-runner.test.ts
@@ -11,7 +11,7 @@ const {
   mockMarkJobFailed,
   mockSetJobResultKey,
   mockAppendTableEvent,
-  mockUploadFile,
+  mockCreateMultipartUpload,
   mockDeleteFile,
 } = vi.hoisted(() => ({
   mockGetTableById: vi.fn(),
@@ -21,7 +21,7 @@ const {
   mockMarkJobFailed: vi.fn(),
   mockSetJobResultKey: vi.fn(),
   mockAppendTableEvent: vi.fn(),
-  mockUploadFile: vi.fn(),
+  mockCreateMultipartUpload: vi.fn(),
   mockDeleteFile: vi.fn(),
 }))
 
@@ -37,7 +37,7 @@ vi.mock('@/lib/table/jobs/service', () => ({
 }))
 vi.mock('@/lib/table/events', () => ({ appendTableEvent: mockAppendTableEvent }))
 vi.mock('@/lib/uploads/core/storage-service', () => ({
-  uploadFile: mockUploadFile,
+  createMultipartUpload: mockCreateMultipartUpload,
   deleteFile: mockDeleteFile,
 }))
 
@@ -52,36 +52,65 @@ const table = {
 
 const payload = { jobId: 'job_1', tableId: 'tbl_1', workspaceId: 'ws_1', format: 'csv' as const }
 
+interface FakeHandle {
+  key: string
+  content: string
+  write: ReturnType<typeof vi.fn>
+  complete: ReturnType<typeof vi.fn>
+  abort: ReturnType<typeof vi.fn>
+}
+
+let lastHandle: FakeHandle | null
+
 describe('runTableExport', () => {
   beforeEach(() => {
     vi.clearAllMocks()
+    lastHandle = null
     mockGetTableById.mockResolvedValue(table)
     mockUpdateJobProgress.mockResolvedValue(true)
     mockMarkJobReady.mockResolvedValue(true)
     mockMarkJobFailed.mockResolvedValue(undefined)
     mockSetJobResultKey.mockResolvedValue(undefined)
-    // Echo the requested key back like preserveKey-aware providers do; the runner must record
-    // THIS returned key, not its own constructed one.
-    mockUploadFile.mockImplementation((opts: { customKey: string }) =>
-      Promise.resolve({ key: opts.customKey })
-    )
     mockDeleteFile.mockResolvedValue(undefined)
+    // A handle that records every write so tests can assert the streamed bytes, and echoes the
+    // pinned key back from `complete` like the real uploader does.
+    mockCreateMultipartUpload.mockImplementation(({ key }: { key: string }) => {
+      const chunks: string[] = []
+      const handle: FakeHandle = {
+        key,
+        content: '',
+        write: vi.fn((chunk: Buffer | string) => {
+          chunks.push(typeof chunk === 'string' ? chunk : chunk.toString('utf8'))
+          return Promise.resolve()
+        }),
+        complete: vi.fn(() => {
+          handle.content = chunks.join('')
+          return Promise.resolve({ key, size: Buffer.byteLength(handle.content) })
+        }),
+        abort: vi.fn(() => Promise.resolve()),
+      }
+      lastHandle = handle
+      return Promise.resolve(handle)
+    })
     mockSelectExportRowPage.mockResolvedValue([
-      { id: 'r1', data: { col_name: 'Ada' }, position: 0 },
+      { id: 'r1', data: { col_name: 'Ada' }, orderKey: 'a0' },
     ])
   })
 
-  it('pages rows, uploads the file, stamps the result key, and marks ready', async () => {
+  it('streams rows to the uploader, stamps the result key, and marks ready', async () => {
     await runTableExport(payload)
 
-    expect(mockUploadFile).toHaveBeenCalledTimes(1)
-    const upload = mockUploadFile.mock.calls[0][0]
-    expect(upload.customKey).toBe('workspace/ws_1/exports/tbl_1/job_1/People.csv')
-    expect(upload.preserveKey).toBe(true)
-    expect(upload.contentType).toContain('text/csv')
-    expect(upload.file.toString('utf8')).toBe('name\nAda\n')
+    expect(mockCreateMultipartUpload).toHaveBeenCalledTimes(1)
+    const init = mockCreateMultipartUpload.mock.calls[0][0]
+    expect(init.key).toBe('workspace/ws_1/exports/tbl_1/job_1/People.csv')
+    expect(init.context).toBe('workspace')
+    expect(init.contentType).toContain('text/csv')
+
+    expect(lastHandle?.content).toBe('name\nAda\n')
+    expect(lastHandle?.complete).toHaveBeenCalledTimes(1)
+    expect(lastHandle?.abort).not.toHaveBeenCalled()
 
-    expect(mockSetJobResultKey).toHaveBeenCalledWith('tbl_1', 'job_1', upload.customKey)
+    expect(mockSetJobResultKey).toHaveBeenCalledWith('tbl_1', 'job_1', init.key)
     expect(mockMarkJobReady).toHaveBeenCalledWith('tbl_1', 'job_1')
     expect(mockAppendTableEvent).toHaveBeenCalledWith(
       expect.objectContaining({ kind: 'job', type: 'export', status: 'ready', progress: 1 })
@@ -91,38 +120,40 @@ describe('runTableExport', () => {
 
   it('serializes JSON exports with display-name keys', async () => {
     await runTableExport({ ...payload, format: 'json' })
-    const upload = mockUploadFile.mock.calls[0][0]
-    expect(upload.customKey.endsWith('/People.json')).toBe(true)
-    expect(JSON.parse(upload.file.toString('utf8'))).toEqual([{ name: 'Ada' }])
+    const init = mockCreateMultipartUpload.mock.calls[0][0]
+    expect(init.key.endsWith('/People.json')).toBe(true)
+    expect(JSON.parse(lastHandle?.content ?? '')).toEqual([{ name: 'Ada' }])
   })
 
-  it('stops without uploading when the ownership gate is lost (cancel)', async () => {
+  it('aborts the upload and never completes when ownership is lost (cancel)', async () => {
     mockUpdateJobProgress.mockResolvedValue(false)
 
     await runTableExport(payload)
 
-    expect(mockUploadFile).not.toHaveBeenCalled()
+    expect(lastHandle?.complete).not.toHaveBeenCalled()
+    expect(lastHandle?.abort).toHaveBeenCalledTimes(1)
     expect(mockMarkJobReady).not.toHaveBeenCalled()
     expect(mockMarkJobFailed).not.toHaveBeenCalled()
   })
 
-  it('stops before the upload when ownership is lost at the finalize gate', async () => {
+  it('aborts before completing when ownership is lost at the finalize gate', async () => {
     mockUpdateJobProgress.mockResolvedValueOnce(true).mockResolvedValue(false)
 
     await runTableExport(payload)
 
     expect(mockSelectExportRowPage).toHaveBeenCalledTimes(1)
-    expect(mockUploadFile).not.toHaveBeenCalled()
+    expect(lastHandle?.complete).not.toHaveBeenCalled()
+    expect(lastHandle?.abort).toHaveBeenCalledTimes(1)
     expect(mockMarkJobReady).not.toHaveBeenCalled()
     expect(mockMarkJobFailed).not.toHaveBeenCalled()
   })
 
-  it('cleans up an orphaned upload when the job was canceled at the wire', async () => {
+  it('deletes the finalized object when the job was canceled at the wire', async () => {
     mockMarkJobReady.mockResolvedValue(false)
 
     await runTableExport(payload)
 
-    expect(mockUploadFile).toHaveBeenCalledTimes(1)
+    expect(lastHandle?.complete).toHaveBeenCalledTimes(1)
     expect(mockDeleteFile).toHaveBeenCalledWith(
       expect.objectContaining({ key: expect.stringContaining('exports/tbl_1/job_1') })
     )
@@ -131,11 +162,12 @@ describe('runTableExport', () => {
     )
   })
 
-  it('marks the job failed and emits a failed event on error', async () => {
+  it('aborts the upload, marks the job failed, and emits a failed event on error', async () => {
     mockSelectExportRowPage.mockRejectedValue(new Error('boom'))
 
     await runTableExport(payload)
 
+    expect(lastHandle?.abort).toHaveBeenCalledTimes(1)
     expect(mockMarkJobFailed).toHaveBeenCalledWith('tbl_1', 'job_1', 'boom')
     expect(mockAppendTableEvent).toHaveBeenCalledWith(
       expect.objectContaining({ kind: 'job', type: 'export', status: 'failed', error: 'boom' })
diff --git a/apps/sim/lib/table/export-runner.ts b/apps/sim/lib/table/export-runner.ts
index e6f6f834f1..6c72a01ff2 100644
--- a/apps/sim/lib/table/export-runner.ts
+++ b/apps/sim/lib/table/export-runner.ts
@@ -17,7 +17,11 @@ import {
   updateJobProgress,
 } from '@/lib/table/jobs/service'
 import { getTableById } from '@/lib/table/service'
-import { deleteFile, uploadFile } from '@/lib/uploads/core/storage-service'
+import {
+  createMultipartUpload,
+  deleteFile,
+  type MultipartUploadHandle,
+} from '@/lib/uploads/core/storage-service'
 
 const logger = createLogger('TableExportRunner')
 
@@ -47,6 +51,7 @@ export interface TableExportPayload {
 export async function runTableExport(payload: TableExportPayload): Promise<void> {
   const { jobId, tableId, workspaceId, format } = payload
   const requestId = generateId().slice(0, 8)
+  let handle: MultipartUploadHandle | null = null
   let uploadedKey: string | null = null
 
   try {
@@ -58,16 +63,22 @@ export async function runTableExport(payload: TableExportPayload): Promise<void>
     // id → name on the way out (export is a name-friendly boundary).
     const nameById = buildNameById(table.schema)
 
-    const chunks: string[] = []
-    if (format === 'csv') {
-      chunks.push(`${toCsvRow(columns.map((c) => neutralizeCsvFormula(c.name)))}\n`)
-    } else {
-      chunks.push('[')
-    }
+    const fileName = `${sanitizeExportFilename(table.name)}.${format}`
+    // The key is pinned up front so the streaming upload writes exactly where the download
+    // route presigns; the *returned* key (from `complete`) is recorded as the source of truth.
+    const key = `workspace/${workspaceId}/exports/${tableId}/${jobId}/${fileName}`
+    const contentType = format === 'csv' ? 'text/csv; charset=utf-8' : 'application/json'
+
+    // Stream the serialized file straight into storage in bounded parts instead of buffering the
+    // whole thing in heap — a 1M-row export no longer holds hundreds of MB resident.
+    handle = await createMultipartUpload({ key, context: 'workspace', contentType })
+    await handle.write(
+      format === 'csv' ? `${toCsvRow(columns.map((c) => neutralizeCsvFormula(c.name)))}\n` : '['
+    )
 
     let exported = 0
     let firstJsonRow = true
-    let after: { position: number; id: string } | null = null
+    let after: { orderKey: string; id: string } | null = null
     while (true) {
       // Ownership gate before every page: a canceled job stops within one batch.
       const owns = await updateJobProgress(tableId, exported, jobId)
@@ -76,39 +87,31 @@ export async function runTableExport(payload: TableExportPayload): Promise<void>
       const page = await selectExportRowPage(table, after, EXPORT_BATCH_SIZE)
       if (page.length === 0) break
 
+      const pageChunks: string[] = []
       for (const row of page) {
         if (format === 'csv') {
-          chunks.push(`${toCsvRow(columns.map((c) => formatCsvValue(row.data[getColumnId(c)])))}\n`)
+          pageChunks.push(
+            `${toCsvRow(columns.map((c) => formatCsvValue(row.data[getColumnId(c)])))}\n`
+          )
         } else {
           const prefix = firstJsonRow ? '' : ','
           firstJsonRow = false
-          chunks.push(prefix + JSON.stringify(rowDataIdToName(row.data, nameById)))
+          pageChunks.push(prefix + JSON.stringify(rowDataIdToName(row.data, nameById)))
         }
       }
+      await handle.write(pageChunks.join(''))
 
       exported += page.length
       const last = page[page.length - 1]
-      after = { position: last.position, id: last.id }
+      after = { orderKey: last.orderKey, id: last.id }
       if (page.length < EXPORT_BATCH_SIZE) break
     }
-    if (format === 'json') chunks.push(']')
+    if (format === 'json') await handle.write(']')
 
     const ownsFinalize = await updateJobProgress(tableId, exported, jobId)
     if (!ownsFinalize) throw new JobSupersededError()
 
-    const fileName = `${sanitizeExportFilename(table.name)}.${format}`
-    const key = `workspace/${workspaceId}/exports/${tableId}/${jobId}/${fileName}`
-    // `preserveKey` keeps the custom key verbatim (without it the provider rewrites the key to a
-    // timestamped, path-stripped name), and the *returned* key is recorded as the source of truth
-    // either way — the download route presigns exactly what was written.
-    const uploaded = await uploadFile({
-      file: Buffer.from(chunks.join(''), 'utf8'),
-      fileName,
-      contentType: format === 'csv' ? 'text/csv; charset=utf-8' : 'application/json',
-      context: 'workspace',
-      customKey: key,
-      preserveKey: true,
-    })
+    const uploaded = await handle.complete()
     uploadedKey = uploaded.key
     await setJobResultKey(tableId, jobId, uploaded.key)
 
@@ -132,8 +135,14 @@ export async function runTableExport(payload: TableExportPayload): Promise<void>
       logger.info(`[${requestId}] Export finished but no longer owns the run`, { tableId, jobId })
     }
   } catch (err) {
-    // A partial/orphaned upload from this attempt is useless — clean it up best-effort.
-    if (uploadedKey) await deleteFile({ key: uploadedKey, context: 'workspace' }).catch(() => {})
+    // A partial/orphaned upload from this attempt is useless — clean it up best-effort. An
+    // in-flight multipart upload (not yet completed) is aborted so no staged parts linger; a
+    // completed-but-unannounced upload is removed by key.
+    if (uploadedKey) {
+      await deleteFile({ key: uploadedKey, context: 'workspace' }).catch(() => {})
+    } else if (handle) {
+      await handle.abort().catch(() => {})
+    }
     if (err instanceof JobSupersededError) {
       logger.info(`[${requestId}] Export superseded/canceled; stopping`, { tableId, jobId })
     } else {
diff --git a/apps/sim/lib/table/jobs/service.ts b/apps/sim/lib/table/jobs/service.ts
index 124f3d95c0..7b1706e32d 100644
--- a/apps/sim/lib/table/jobs/service.ts
+++ b/apps/sim/lib/table/jobs/service.ts
@@ -207,21 +207,21 @@ export async function getJobProgress(tableId: string, jobId: string): Promise<nu
 }
 
 /**
- * One keyset page of rows for the export worker, ordered by `(position, id)`. Keyset (not
- * OFFSET) keeps each page O(page) — offset paging re-scans every prior row per page, which is
- * O(N²) across a large export. `(position, id)` is total (position exists on every row; id breaks
- * ties) and served by the `(table_id, position)` index; under fractional ordering a manually
- * reordered table may export in near-grid rather than exact grid order — the right trade for a
- * bulk dump. The delete-job visibility mask applies, like every user-facing read.
+ * One keyset page of rows for the export worker, ordered by `(order_key, id)` — the same
+ * authoritative visual order the grid (`queryRows`) uses, so exports and snapshots match what the
+ * user sees even after manual reorders. Keyset (not OFFSET) keeps each page O(page); `order_key` is
+ * present on every row (always assigned on insert, backfilled for legacy rows) with `id` as the
+ * tiebreaker, and the `(table_id, order_key, id)` index serves it. The delete-job visibility mask
+ * applies, like every user-facing read.
  */
 export async function selectExportRowPage(
   table: TableDefinition,
-  after: { position: number; id: string } | null,
+  after: { orderKey: string; id: string } | null,
   limit: number
-): Promise<Array<{ id: string; data: RowData; position: number }>> {
+): Promise<Array<{ id: string; data: RowData; orderKey: string }>> {
   const deleteMask = await pendingDeleteMask(table)
   const rows = await db
-    .select({ id: userTableRows.id, data: userTableRows.data, position: userTableRows.position })
+    .select({ id: userTableRows.id, data: userTableRows.data, orderKey: userTableRows.orderKey })
     .from(userTableRows)
     .where(
       and(
@@ -229,13 +229,13 @@ export async function selectExportRowPage(
         eq(userTableRows.workspaceId, table.workspaceId),
         deleteMask,
         after
-          ? sql`(${userTableRows.position}, ${userTableRows.id}) > (${after.position}, ${after.id})`
+          ? sql`(${userTableRows.orderKey}, ${userTableRows.id}) > (${after.orderKey}, ${after.id})`
           : undefined
       )
     )
-    .orderBy(asc(userTableRows.position), asc(userTableRows.id))
+    .orderBy(asc(userTableRows.orderKey), asc(userTableRows.id))
     .limit(limit)
-  return rows as Array<{ id: string; data: RowData; position: number }>
+  return rows as Array<{ id: string; data: RowData; orderKey: string }>
 }
 
 /** How long a terminal export stays listable (and re-downloadable from the tray). */
diff --git a/apps/sim/lib/table/snapshot-cache.test.ts b/apps/sim/lib/table/snapshot-cache.test.ts
new file mode 100644
index 0000000000..2fe0927c53
--- /dev/null
+++ b/apps/sim/lib/table/snapshot-cache.test.ts
@@ -0,0 +1,188 @@
+/**
+ * @vitest-environment node
+ */
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+
+const {
+  mockDb,
+  mockSelectExportRowPage,
+  mockCreateMultipartUpload,
+  mockHeadObject,
+  mockDeleteFile,
+} = vi.hoisted(() => {
+  const limit = vi.fn()
+  return {
+    mockDb: { limit, select: () => ({ from: () => ({ where: () => ({ limit }) }) }) },
+    mockSelectExportRowPage: vi.fn(),
+    mockCreateMultipartUpload: vi.fn(),
+    mockHeadObject: vi.fn(),
+    mockDeleteFile: vi.fn(),
+  }
+})
+
+vi.mock('@sim/db', () => ({ db: mockDb }))
+vi.mock('@/lib/table/jobs/service', () => ({ selectExportRowPage: mockSelectExportRowPage }))
+vi.mock('@/lib/uploads/core/storage-service', () => ({
+  createMultipartUpload: mockCreateMultipartUpload,
+  headObject: mockHeadObject,
+  deleteFile: mockDeleteFile,
+}))
+
+import { getOrCreateTableSnapshot, TableSnapshotTooLargeError } from '@/lib/table/snapshot-cache'
+
+const table = {
+  id: 'tbl_1',
+  workspaceId: 'ws_1',
+  schema: { columns: [{ id: 'col_name', name: 'name', type: 'string' }] },
+  // eslint-disable-next-line @typescript-eslint/no-explicit-any
+} as any
+
+let lastHandle: {
+  content: string
+  complete: ReturnType<typeof vi.fn>
+  abort: ReturnType<typeof vi.fn>
+} | null
+
+/** Queue the values successive `readRowsVersion` calls return. */
+function versions(...values: number[]) {
+  for (const v of values) mockDb.limit.mockResolvedValueOnce([{ rowsVersion: v }])
+}
+
+describe('getOrCreateTableSnapshot', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+    lastHandle = null
+    mockDeleteFile.mockResolvedValue(undefined)
+    mockSelectExportRowPage.mockResolvedValueOnce([
+      { id: 'r1', data: { col_name: 'Ada' }, orderKey: 'a0' },
+    ])
+    mockSelectExportRowPage.mockResolvedValue([])
+    mockCreateMultipartUpload.mockImplementation(({ key }: { key: string }) => {
+      const chunks: string[] = []
+      const handle = {
+        content: '',
+        write: vi.fn((chunk: Buffer | string) => {
+          chunks.push(typeof chunk === 'string' ? chunk : chunk.toString('utf8'))
+          return Promise.resolve()
+        }),
+        complete: vi.fn(() => {
+          handle.content = chunks.join('')
+          return Promise.resolve({ key, size: Buffer.byteLength(handle.content) })
+        }),
+        abort: vi.fn(() => Promise.resolve()),
+      }
+      lastHandle = handle
+      return Promise.resolve(handle)
+    })
+  })
+
+  it('returns the cached snapshot on a hit without reading rows', async () => {
+    versions(3)
+    mockHeadObject.mockResolvedValue({ size: 42 })
+
+    const ref = await getOrCreateTableSnapshot(table, 'req')
+
+    expect(ref).toEqual({
+      key: expect.stringMatching(/^table-snapshots\/ws_1\/tbl_1\/v3-[0-9a-f]{12}\.csv$/),
+      size: 42,
+      version: 3,
+    })
+    expect(mockCreateMultipartUpload).not.toHaveBeenCalled()
+    expect(mockSelectExportRowPage).not.toHaveBeenCalled()
+  })
+
+  it('materializes and stores on a miss, then cleans up the previous version', async () => {
+    versions(3, 3) // initial read, then unchanged recheck
+    mockHeadObject.mockResolvedValue(null)
+
+    const ref = await getOrCreateTableSnapshot(table, 'req')
+
+    expect(mockCreateMultipartUpload).toHaveBeenCalledWith(
+      expect.objectContaining({
+        key: expect.stringMatching(/^table-snapshots\/ws_1\/tbl_1\/v3-[0-9a-f]{12}\.csv$/),
+        context: 'execution',
+      })
+    )
+    expect(lastHandle?.content).toBe('name\nAda\n')
+    expect(ref).toEqual({
+      key: expect.stringMatching(/^table-snapshots\/ws_1\/tbl_1\/v3-[0-9a-f]{12}\.csv$/),
+      size: Buffer.byteLength('name\nAda\n'),
+      version: 3,
+    })
+    // Best-effort prune of v2.
+    expect(mockDeleteFile).toHaveBeenCalledWith(
+      expect.objectContaining({
+        key: expect.stringMatching(/^table-snapshots\/ws_1\/tbl_1\/v2-[0-9a-f]{12}\.csv$/),
+        context: 'execution',
+      })
+    )
+  })
+
+  it('keys the snapshot by tenant — the same table id in another workspace gets a different key', async () => {
+    versions(1)
+    mockHeadObject.mockResolvedValue({ size: 1 })
+    const ref = await getOrCreateTableSnapshot({ ...table, workspaceId: 'ws_2' }, 'req')
+    expect(ref.key).toMatch(/^table-snapshots\/ws_2\/tbl_1\/v1-[0-9a-f]{12}\.csv$/)
+  })
+
+  it('changes the key when the column shape changes (schema edits invalidate the cache)', async () => {
+    versions(7, 7)
+    mockHeadObject.mockResolvedValue({ size: 1 })
+
+    const a = await getOrCreateTableSnapshot(table, 'req')
+    const b = await getOrCreateTableSnapshot(
+      {
+        ...table,
+        schema: { columns: [{ id: 'col_name', name: 'renamed', type: 'string' }] },
+      } as never,
+      'req'
+    )
+
+    // Same workspace/table/row-version, but a renamed column flips the shape hash → different key.
+    expect(a.key).not.toBe(b.key)
+    expect(a.key).toMatch(/\/v7-[0-9a-f]{12}\.csv$/)
+    expect(b.key).toMatch(/\/v7-[0-9a-f]{12}\.csv$/)
+  })
+
+  it('re-keys and rebuilds when rows_version advances mid-scan', async () => {
+    versions(3, 4) // read v3, materialize, recheck sees v4
+    mockHeadObject.mockResolvedValueOnce(null) // v3 miss
+    mockHeadObject.mockResolvedValueOnce(null) // v4 miss → rebuild
+    // second materialize needs its own page sequence
+    mockSelectExportRowPage.mockReset()
+    mockSelectExportRowPage
+      .mockResolvedValueOnce([{ id: 'r1', data: { col_name: 'Ada' }, orderKey: 'a0' }])
+      .mockResolvedValueOnce([])
+      .mockResolvedValueOnce([{ id: 'r1', data: { col_name: 'Ada' }, orderKey: 'a0' }])
+      .mockResolvedValueOnce([])
+
+    const ref = await getOrCreateTableSnapshot(table, 'req')
+
+    expect(ref.version).toBe(4)
+    expect(ref.key).toMatch(/^table-snapshots\/ws_1\/tbl_1\/v4-[0-9a-f]{12}\.csv$/)
+    expect(mockCreateMultipartUpload).toHaveBeenCalledTimes(2)
+    // the stale v3 object is dropped
+    expect(mockDeleteFile).toHaveBeenCalledWith(
+      expect.objectContaining({
+        key: expect.stringMatching(/^table-snapshots\/ws_1\/tbl_1\/v3-[0-9a-f]{12}\.csv$/),
+      })
+    )
+  })
+
+  it('aborts and throws when the CSV exceeds the size cap', async () => {
+    versions(1)
+    mockHeadObject.mockResolvedValue(null)
+    mockSelectExportRowPage.mockReset()
+    // A full batch of wide rows on every page → the materialize loop keeps paging until the running
+    // byte count crosses the cap, then aborts. Peak memory stays at one page (~MBs), not the cap.
+    const wideRow = { id: 'r', data: { col_name: 'x'.repeat(1000) }, orderKey: 'a0' }
+    const fullPage = Array.from({ length: 10000 }, () => wideRow)
+    mockSelectExportRowPage.mockResolvedValue(fullPage)
+
+    await expect(getOrCreateTableSnapshot(table, 'req')).rejects.toBeInstanceOf(
+      TableSnapshotTooLargeError
+    )
+    expect(lastHandle?.abort).toHaveBeenCalledTimes(1)
+    expect(lastHandle?.complete).not.toHaveBeenCalled()
+  })
+})
diff --git a/apps/sim/lib/table/snapshot-cache.ts b/apps/sim/lib/table/snapshot-cache.ts
new file mode 100644
index 0000000000..716288fb98
--- /dev/null
+++ b/apps/sim/lib/table/snapshot-cache.ts
@@ -0,0 +1,188 @@
+/**
+ * Versioned CSV snapshot cache for table mounts.
+ *
+ * Materializes a table's CSV into object storage once per `rows_version` and reuses it across
+ * executions until the table mutates (the `bump_user_table_rows_version` trigger invalidates the
+ * key). This replaces draining the whole table into web-process heap on every mount.
+ *
+ * Tenant isolation: callers must pass a table they have already authorized (the
+ * `function-execute` mount path enforces `table.workspaceId === context.workspaceId`); the key is
+ * namespaced by `workspaceId` and the row reads are workspace-filtered, so a snapshot can only ever
+ * contain — and be addressed by — its owning tenant.
+ */
+
+import { createHash } from 'crypto'
+import { db } from '@sim/db'
+import { userTableDefinitions } from '@sim/db/schema'
+import { createLogger } from '@sim/logger'
+import { eq } from 'drizzle-orm'
+import { getColumnId } from '@/lib/table/column-keys'
+import { formatCsvValue, neutralizeCsvFormula, toCsvRow } from '@/lib/table/export-format'
+import { selectExportRowPage } from '@/lib/table/jobs/service'
+import type { TableDefinition } from '@/lib/table/types'
+import { createMultipartUpload, deleteFile, headObject } from '@/lib/uploads/core/storage-service'
+
+const logger = createLogger('TableSnapshotCache')
+
+const SNAPSHOT_STORAGE_CONTEXT = 'execution' as const
+const SNAPSHOT_CONTENT_TYPE = 'text/csv; charset=utf-8'
+const SNAPSHOT_BATCH_SIZE = 5000
+
+/**
+ * Upper bound on a materialized snapshot. The sandbox now fetches snapshots by presigned URL (bytes
+ * never pass through web heap), so this is no longer a RAM limit — it bounds the worst-case inline
+ * materialization on a cache miss (a synchronous full-table scan in the copilot request). 500MB
+ * covers most large tables at ~tens of seconds; truly unbounded sizes want a background materializer.
+ */
+export const SNAPSHOT_MAX_BYTES = 500 * 1024 * 1024
+
+export interface TableSnapshotRef {
+  key: string
+  size: number
+  version: number
+}
+
+/** Thrown when a table's CSV would exceed {@link SNAPSHOT_MAX_BYTES}; surfaced as a mount error. */
+export class TableSnapshotTooLargeError extends Error {
+  constructor(tableId: string) {
+    super(
+      `Table ${tableId} is too large to mount (CSV exceeds ${SNAPSHOT_MAX_BYTES / 1024 / 1024}MB). Filter or split it before mounting.`
+    )
+    this.name = 'TableSnapshotTooLargeError'
+  }
+}
+
+/**
+ * Fingerprint of the table's column shape (id + display name + order). `rows_version` only advances
+ * on row mutations (the trigger fires on `user_table_rows`), so without this a schema edit — rename,
+ * add, remove, or reorder a column — would change the CSV header/columns but keep the same key and
+ * serve a stale snapshot. Folding it into the key invalidates the cache on any schema change. This
+ * is also the seam for a future column-subset / filtered projection (mix it into the same hash).
+ */
+function schemaFingerprint(table: TableDefinition): string {
+  const shape = table.schema.columns.map((c) => [getColumnId(c), c.name])
+  return createHash('sha1').update(JSON.stringify(shape)).digest('hex').slice(0, 12)
+}
+
+/** Storage key for a table's snapshot at a given row version + column shape. */
+function snapshotKey(
+  workspaceId: string,
+  tableId: string,
+  version: number,
+  shapeHash: string
+): string {
+  return `table-snapshots/${workspaceId}/${tableId}/v${version}-${shapeHash}.csv`
+}
+
+async function readRowsVersion(tableId: string): Promise<number> {
+  const [row] = await db
+    .select({ rowsVersion: userTableDefinitions.rowsVersion })
+    .from(userTableDefinitions)
+    .where(eq(userTableDefinitions.id, tableId))
+    .limit(1)
+  if (!row) throw new Error(`Table ${tableId} not found while reading rows_version`)
+  return row.rowsVersion
+}
+
+/**
+ * Streams the table CSV (keyset-paginated, like the export worker) into storage under `key`,
+ * aborting if it crosses {@link SNAPSHOT_MAX_BYTES}. Returns the stored byte size. Bytes match the
+ * canonical export format (id-keyed reads, display-name headers).
+ */
+async function materialize(table: TableDefinition, key: string): Promise<number> {
+  const columns = table.schema.columns
+  const handle = await createMultipartUpload({
+    key,
+    context: SNAPSHOT_STORAGE_CONTEXT,
+    contentType: SNAPSHOT_CONTENT_TYPE,
+  })
+
+  try {
+    let bytes = 0
+    const header = `${toCsvRow(columns.map((c) => neutralizeCsvFormula(c.name)))}\n`
+    bytes += Buffer.byteLength(header)
+    await handle.write(header)
+
+    let after: { orderKey: string; id: string } | null = null
+    while (true) {
+      const page = await selectExportRowPage(table, after, SNAPSHOT_BATCH_SIZE)
+      if (page.length === 0) break
+
+      const chunk = page
+        .map((row) => `${toCsvRow(columns.map((c) => formatCsvValue(row.data[getColumnId(c)])))}\n`)
+        .join('')
+      bytes += Buffer.byteLength(chunk)
+      if (bytes > SNAPSHOT_MAX_BYTES) throw new TableSnapshotTooLargeError(table.id)
+      await handle.write(chunk)
+
+      const last = page[page.length - 1]
+      after = { orderKey: last.orderKey, id: last.id }
+      if (page.length < SNAPSHOT_BATCH_SIZE) break
+    }
+
+    const { size } = await handle.complete()
+    return size
+  } catch (err) {
+    await handle.abort().catch(() => {})
+    throw err
+  }
+}
+
+/** Best-effort removal of the immediately-prior version (the common single-mutation case). */
+async function deletePreviousVersion(
+  table: TableDefinition,
+  version: number,
+  shapeHash: string
+): Promise<void> {
+  if (version <= 0) return
+  await deleteFile({
+    key: snapshotKey(table.workspaceId, table.id, version - 1, shapeHash),
+    context: SNAPSHOT_STORAGE_CONTEXT,
+  }).catch(() => {})
+}
+
+/**
+ * Returns the storage key + size of the table's snapshot at its current `rows_version`,
+ * materializing and storing it on a miss. The caller mounts by reference (head/download the key).
+ *
+ * Best-effort consistency: the version is read, the CSV materialized, then the version re-read. A
+ * mutation mid-scan (rare) re-keys to the new version and rebuilds once — no DB transaction is held
+ * across the upload. Concurrent misses write the same version-pinned key (idempotent).
+ */
+export async function getOrCreateTableSnapshot(
+  table: TableDefinition,
+  requestId: string
+): Promise<TableSnapshotRef> {
+  const shapeHash = schemaFingerprint(table)
+  const version = await readRowsVersion(table.id)
+  const key = snapshotKey(table.workspaceId, table.id, version, shapeHash)
+
+  const head = await headObject(key, SNAPSHOT_STORAGE_CONTEXT)
+  if (head) {
+    logger.info(`[${requestId}] Snapshot hit`, { tableId: table.id, version, size: head.size })
+    return { key, size: head.size, version }
+  }
+
+  logger.info(`[${requestId}] Snapshot miss; materializing`, { tableId: table.id, version })
+  const size = await materialize(table, key)
+
+  const after = await readRowsVersion(table.id)
+  if (after !== version) {
+    // The table mutated mid-scan: the bytes under `key` may be torn. Re-key to the new version and
+    // rebuild once (or reuse if a concurrent writer already stored it); drop the stale object.
+    logger.info(`[${requestId}] rows_version advanced during materialize; re-keying`, {
+      tableId: table.id,
+      from: version,
+      to: after,
+    })
+    const newKey = snapshotKey(table.workspaceId, table.id, after, shapeHash)
+    const newHead = await headObject(newKey, SNAPSHOT_STORAGE_CONTEXT)
+    const newSize = newHead ? newHead.size : await materialize(table, newKey)
+    await deleteFile({ key, context: SNAPSHOT_STORAGE_CONTEXT }).catch(() => {})
+    void deletePreviousVersion(table, after, shapeHash)
+    return { key: newKey, size: newSize, version: after }
+  }
+
+  void deletePreviousVersion(table, version, shapeHash)
+  return { key, size, version }
+}
diff --git a/apps/sim/lib/uploads/core/storage-service.test.ts b/apps/sim/lib/uploads/core/storage-service.test.ts
new file mode 100644
index 0000000000..13dd2ddf17
--- /dev/null
+++ b/apps/sim/lib/uploads/core/storage-service.test.ts
@@ -0,0 +1,102 @@
+/**
+ * @vitest-environment node
+ */
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+
+const { mockInitiate, mockUploadPart, mockComplete, mockAbort, mockUploadToS3, partBodies } =
+  vi.hoisted(() => ({
+    mockInitiate: vi.fn(),
+    mockUploadPart: vi.fn(),
+    mockComplete: vi.fn(),
+    mockAbort: vi.fn(),
+    mockUploadToS3: vi.fn(),
+    partBodies: [] as Buffer[],
+  }))
+
+vi.mock('@/lib/uploads/config', () => ({
+  USE_S3_STORAGE: true,
+  USE_BLOB_STORAGE: false,
+  getStorageConfig: () => ({ bucket: 'b', region: 'r' }),
+}))
+
+vi.mock('@/lib/uploads/providers/s3/client', () => ({
+  initiateS3MultipartUpload: mockInitiate,
+  uploadS3Part: mockUploadPart,
+  completeS3MultipartUpload: mockComplete,
+  abortS3MultipartUpload: mockAbort,
+  uploadToS3: mockUploadToS3,
+}))
+
+import { createMultipartUpload } from '@/lib/uploads/core/storage-service'
+
+const PART_SIZE = 8 * 1024 * 1024
+
+describe('createMultipartUpload', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+    partBodies.length = 0
+    mockInitiate.mockResolvedValue({ uploadId: 'up1', key: 'k' })
+    mockUploadPart.mockImplementation((_key, _uploadId, partNumber: number, body: Buffer) => {
+      partBodies.push(body)
+      return Promise.resolve({ PartNumber: partNumber, ETag: `etag-${partNumber}` })
+    })
+    mockComplete.mockResolvedValue({ location: 'l', path: 'p', key: 'k' })
+    mockAbort.mockResolvedValue(undefined)
+    mockUploadToS3.mockResolvedValue({ key: 'k', path: 'p', name: 'k', size: 0, type: 'text/csv' })
+  })
+
+  it('takes the single-shot PutObject path for a payload smaller than one part', async () => {
+    const handle = await createMultipartUpload({
+      key: 'k',
+      context: 'execution',
+      contentType: 'text/csv',
+    })
+    await handle.write('hello')
+    const result = await handle.complete()
+
+    expect(mockInitiate).not.toHaveBeenCalled()
+    expect(mockUploadPart).not.toHaveBeenCalled()
+    expect(mockUploadToS3).toHaveBeenCalledTimes(1)
+    expect((mockUploadToS3.mock.calls[0][0] as Buffer).toString('utf8')).toBe('hello')
+    expect(result).toEqual({ key: 'k', size: 5 })
+  })
+
+  it('splits into parts and reassembles byte-for-byte over one part boundary', async () => {
+    const a = Buffer.alloc(5 * 1024 * 1024, 1)
+    const b = Buffer.alloc(5 * 1024 * 1024, 2)
+
+    const handle = await createMultipartUpload({
+      key: 'k',
+      context: 'execution',
+      contentType: 'text/csv',
+    })
+    await handle.write(a)
+    await handle.write(b)
+    const result = await handle.complete()
+
+    expect(mockInitiate).toHaveBeenCalledTimes(1)
+    // 10MB → one full 8MB part + a 2MB remainder on complete.
+    expect(mockUploadPart).toHaveBeenCalledTimes(2)
+    expect(partBodies[0].length).toBe(PART_SIZE)
+    const reassembled = Buffer.concat(partBodies)
+    expect(reassembled.length).toBe(10 * 1024 * 1024)
+    expect(reassembled.equals(Buffer.concat([a, b]))).toBe(true)
+    expect(mockComplete).toHaveBeenCalledTimes(1)
+    expect(result.size).toBe(10 * 1024 * 1024)
+    expect(mockUploadToS3).not.toHaveBeenCalled()
+  })
+
+  it('aborts the multipart upload and leaves no object', async () => {
+    const handle = await createMultipartUpload({
+      key: 'k',
+      context: 'execution',
+      contentType: 'text/csv',
+    })
+    await handle.write(Buffer.alloc(9 * 1024 * 1024, 7)) // crosses one part → multipart started
+    await handle.abort()
+
+    expect(mockInitiate).toHaveBeenCalledTimes(1)
+    expect(mockAbort).toHaveBeenCalledTimes(1)
+    expect(mockComplete).not.toHaveBeenCalled()
+  })
+})
diff --git a/apps/sim/lib/uploads/core/storage-service.ts b/apps/sim/lib/uploads/core/storage-service.ts
index d0973a5552..9584bb8996 100644
--- a/apps/sim/lib/uploads/core/storage-service.ts
+++ b/apps/sim/lib/uploads/core/storage-service.ts
@@ -4,8 +4,8 @@ import { createLogger } from '@sim/logger'
 import { getErrorMessage } from '@sim/utils/errors'
 import { assertKnownSizeWithinLimit } from '@/lib/core/utils/stream-limits'
 import { getStorageConfig, USE_BLOB_STORAGE, USE_S3_STORAGE } from '@/lib/uploads/config'
-import type { BlobConfig } from '@/lib/uploads/providers/blob/types'
-import type { S3Config } from '@/lib/uploads/providers/s3/types'
+import type { AzureMultipartPart, BlobConfig } from '@/lib/uploads/providers/blob/types'
+import type { S3Config, S3MultipartPart } from '@/lib/uploads/providers/s3/types'
 import type {
   DeleteFileOptions,
   DownloadFileOptions,
@@ -182,6 +182,184 @@ export async function uploadFile(options: UploadFileOptions): Promise<FileInfo>
   }
 }
 
+/** Part size for streaming multipart uploads. ≥ S3's 5MB minimum (all but the last part). */
+const MULTIPART_PART_SIZE = 8 * 1024 * 1024
+/** Max parts uploading concurrently — caps in-flight memory at ~`this × PART_SIZE`. */
+const MULTIPART_MAX_INFLIGHT = 4
+
+/**
+ * Streaming upload sink. The caller `write`s chunks (CSV rows, etc.) and `complete`s;
+ * the implementation buffers into ≥5MB parts and uploads them with bounded concurrency,
+ * so peak memory stays ~`MULTIPART_MAX_INFLIGHT × MULTIPART_PART_SIZE` regardless of total
+ * size. A payload that never crosses one part takes a plain single-shot PutObject.
+ */
+export interface MultipartUploadHandle {
+  write(chunk: Buffer | string): Promise<void>
+  complete(): Promise<{ key: string; size: number }>
+  abort(): Promise<void>
+}
+
+interface MultipartBackend {
+  uploadPart(partNumber: number, body: Buffer): Promise<void>
+  finish(): Promise<void>
+  abort(): Promise<void>
+}
+
+async function createS3Backend(
+  key: string,
+  config: S3Config,
+  contentType: string,
+  purpose: string
+): Promise<MultipartBackend> {
+  const {
+    initiateS3MultipartUpload,
+    uploadS3Part,
+    completeS3MultipartUpload,
+    abortS3MultipartUpload,
+  } = await import('@/lib/uploads/providers/s3/client')
+  const { uploadId } = await initiateS3MultipartUpload({
+    fileName: key,
+    contentType,
+    fileSize: 0,
+    customConfig: config,
+    customKey: key,
+    purpose,
+  })
+  const parts: S3MultipartPart[] = []
+  return {
+    async uploadPart(partNumber, body) {
+      parts.push(await uploadS3Part(key, uploadId, partNumber, body, config))
+    },
+    finish: () => completeS3MultipartUpload(key, uploadId, parts, config).then(() => undefined),
+    abort: () => abortS3MultipartUpload(key, uploadId, config),
+  }
+}
+
+async function createBlobBackend(
+  key: string,
+  config: BlobConfig,
+  contentType: string
+): Promise<MultipartBackend> {
+  const { stageBlobPart, commitBlobBlockList, abortMultipartUpload } = await import(
+    '@/lib/uploads/providers/blob/client'
+  )
+  const parts: AzureMultipartPart[] = []
+  return {
+    async uploadPart(partNumber, body) {
+      parts.push(await stageBlobPart(key, partNumber, body, config))
+    },
+    finish: () => commitBlobBlockList(key, parts, contentType, config),
+    abort: () => abortMultipartUpload(key, config),
+  }
+}
+
+/**
+ * Open a streaming multipart upload to the configured provider. On the local
+ * filesystem provider (and for any payload smaller than one part) the bytes are
+ * buffered and written via a single {@link uploadFile} on `complete`.
+ */
+export async function createMultipartUpload(options: {
+  key: string
+  context: StorageContext
+  contentType: string
+}): Promise<MultipartUploadHandle> {
+  const { key, context, contentType } = options
+  const config = getStorageConfig(context)
+  const cloud = hasCloudStorage()
+
+  let backend: MultipartBackend | null = null
+  // Accumulate writes as references, not a growing buffer — concatenating only when a part fills
+  // (or on complete) keeps total copying ~O(bytes) instead of O(bytes × writes).
+  let pendingChunks: Buffer[] = []
+  let pendingBytes = 0
+  let totalBytes = 0
+  let partNumber = 0
+  let aborted = false
+  let firstError: unknown
+  const inflight = new Set<Promise<void>>()
+
+  /** Merge the accumulated chunks into one ArrayBuffer-backed buffer (which `uploadFile` expects). */
+  const drainPending = (): Buffer<ArrayBuffer> => Buffer.concat(pendingChunks, pendingBytes)
+
+  const ensureBackend = async (): Promise<MultipartBackend> => {
+    if (!backend) {
+      backend = USE_BLOB_STORAGE
+        ? await createBlobBackend(key, createBlobConfig(config), contentType)
+        : await createS3Backend(key, createS3Config(config), contentType, context)
+    }
+    return backend
+  }
+
+  const dispatchPart = async (body: Buffer): Promise<void> => {
+    // Bound concurrency: wait for a free slot before starting another part.
+    while (inflight.size >= MULTIPART_MAX_INFLIGHT) await Promise.race(inflight)
+    if (firstError) throw firstError
+    const be = await ensureBackend()
+    const partNo = ++partNumber
+    const p = be
+      .uploadPart(partNo, body)
+      .catch((err) => {
+        firstError ??= err
+      })
+      .finally(() => {
+        inflight.delete(p)
+      })
+    inflight.add(p)
+  }
+
+  const abort = async (): Promise<void> => {
+    aborted = true
+    await Promise.allSettled(inflight)
+    if (backend) await backend.abort().catch(() => {})
+  }
+
+  return {
+    async write(chunk) {
+      if (aborted) throw new Error('Multipart upload already aborted')
+      if (firstError) throw firstError
+      const buf = typeof chunk === 'string' ? Buffer.from(chunk, 'utf8') : chunk
+      totalBytes += buf.length
+      pendingChunks.push(buf)
+      pendingBytes += buf.length
+      // Local storage has no multipart concept — accumulate and write once on complete.
+      if (!cloud) return
+      while (pendingBytes >= MULTIPART_PART_SIZE) {
+        const merged = drainPending()
+        const part = merged.subarray(0, MULTIPART_PART_SIZE)
+        const rest = merged.subarray(MULTIPART_PART_SIZE)
+        pendingChunks = rest.length ? [rest] : []
+        pendingBytes = rest.length
+        await dispatchPart(part)
+      }
+    },
+    async complete() {
+      try {
+        if (!backend) {
+          // Never crossed one part (or local provider): single-shot upload.
+          await uploadFile({
+            file: drainPending(),
+            fileName: key,
+            contentType,
+            context,
+            preserveKey: true,
+            customKey: key,
+          })
+          return { key, size: totalBytes }
+        }
+        if (pendingBytes > 0) await dispatchPart(drainPending())
+        await Promise.all(inflight)
+        if (firstError) throw firstError
+        await backend.finish()
+        return { key, size: totalBytes }
+      } catch (err) {
+        await abort()
+        throw err
+      }
+    },
+    abort,
+  }
+}
+
 /**
  * Download a file from the configured storage provider
  */
diff --git a/apps/sim/lib/uploads/providers/blob/client.ts b/apps/sim/lib/uploads/providers/blob/client.ts
index b517d9ed36..f2fa592522 100644
--- a/apps/sim/lib/uploads/providers/blob/client.ts
+++ b/apps/sim/lib/uploads/providers/blob/client.ts
@@ -622,6 +622,69 @@ export async function getMultipartPartUrls(
   })
 }
 
+async function getBlockBlobClientFor(key: string, customConfig?: BlobConfig) {
+  const { BlobServiceClient, StorageSharedKeyCredential } = await import('@azure/storage-blob')
+  let blobServiceClient: BlobServiceClientType
+  let containerName: string
+
+  if (customConfig) {
+    if (customConfig.connectionString) {
+      blobServiceClient = BlobServiceClient.fromConnectionString(customConfig.connectionString)
+    } else if (customConfig.accountName && customConfig.accountKey) {
+      const credential = new StorageSharedKeyCredential(
+        customConfig.accountName,
+        customConfig.accountKey
+      )
+      blobServiceClient = new BlobServiceClient(
+        `https://${customConfig.accountName}.blob.core.windows.net`,
+        credential
+      )
+    } else {
+      throw new Error('Invalid custom blob configuration')
+    }
+    containerName = customConfig.containerName
+  } else {
+    blobServiceClient = await getBlobServiceClient()
+    containerName = BLOB_CONFIG.containerName
+  }
+
+  return blobServiceClient.getContainerClient(containerName).getBlockBlobClient(key)
+}
+
+/**
+ * Stage a single block from the server (body in hand), returning its
+ * `{ partNumber, blockId }`. The server-side streaming counterpart to the
+ * presigned {@link getMultipartPartUrls}.
+ */
+export async function stageBlobPart(
+  key: string,
+  partNumber: number,
+  body: Buffer,
+  customConfig?: BlobConfig
+): Promise<AzureMultipartPart> {
+  const blockBlobClient = await getBlockBlobClientFor(key, customConfig)
+  const blockId = deriveBlobBlockId(partNumber)
+  await blockBlobClient.stageBlock(blockId, body, body.length)
+  return { partNumber, blockId }
+}
+
+/**
+ * Commit staged blocks into the final blob, setting the content type. Used by the
+ * server-side streaming uploader (the KB flow uses {@link completeMultipartUpload}).
+ */
+export async function commitBlobBlockList(
+  key: string,
+  parts: AzureMultipartPart[],
+  contentType: string,
+  customConfig?: BlobConfig
+): Promise<void> {
+  const blockBlobClient = await getBlockBlobClientFor(key, customConfig)
+  const sortedBlockIds = parts.sort((a, b) => a.partNumber - b.partNumber).map((p) => p.blockId)
+  await blockBlobClient.commitBlockList(sortedBlockIds, {
+    blobHTTPHeaders: { blobContentType: contentType },
+  })
+}
+
 /**
  * Complete multipart upload by committing all blocks
  */
diff --git a/apps/sim/lib/uploads/providers/s3/client.ts b/apps/sim/lib/uploads/providers/s3/client.ts
index 978070ea24..fafe4fc889 100644
--- a/apps/sim/lib/uploads/providers/s3/client.ts
+++ b/apps/sim/lib/uploads/providers/s3/client.ts
@@ -372,6 +372,34 @@ export async function initiateS3MultipartUpload(
   }
 }
 
+/**
+ * Upload a single multipart part from the server (Body in hand), returning its
+ * `{ PartNumber, ETag }`. The presigned variant ({@link getS3MultipartPartUrls})
+ * is for browser uploads; this is the server-side streaming path.
+ */
+export async function uploadS3Part(
+  key: string,
+  uploadId: string,
+  partNumber: number,
+  body: Buffer,
+  customConfig?: S3Config
+): Promise<S3MultipartPart> {
+  const config = customConfig || { bucket: S3_CONFIG.bucket, region: S3_CONFIG.region }
+  const response = await getS3Client().send(
+    new UploadPartCommand({
+      Bucket: config.bucket,
+      Key: key,
+      PartNumber: partNumber,
+      UploadId: uploadId,
+      Body: body,
+    })
+  )
+  if (!response.ETag) {
+    throw new Error(`S3 UploadPart returned no ETag for part ${partNumber} of ${key}`)
+  }
+  return { PartNumber: partNumber, ETag: response.ETag }
+}
+
 /**
  * Generate presigned URLs for uploading parts to S3
  */
diff --git a/apps/sim/tools/function/types.ts b/apps/sim/tools/function/types.ts
index 9c1afce100..87337ddbeb 100644
--- a/apps/sim/tools/function/types.ts
+++ b/apps/sim/tools/function/types.ts
@@ -53,7 +53,10 @@ export interface CodeExecutionInput {
     copilotToolExecution?: boolean
   }
   isCustomTool?: boolean
-  _sandboxFiles?: Array<{ path: string; content: string; encoding?: 'base64' }>
+  _sandboxFiles?: Array<
+    | { type?: 'content'; path: string; content: string; encoding?: 'base64' }
+    | { type: 'url'; path: string; url: string }
+  >
 }
 
 export interface CodeExecutionOutput extends ToolResponse {
diff --git a/packages/db/migrations/0240_table_rows_version.sql b/packages/db/migrations/0240_table_rows_version.sql
new file mode 100644
index 0000000000..9dc64bcf37
--- /dev/null
+++ b/packages/db/migrations/0240_table_rows_version.sql
@@ -0,0 +1,51 @@
+ALTER TABLE "user_table_definitions" ADD COLUMN "rows_version" bigint DEFAULT 0 NOT NULL;--> statement-breakpoint
+
+-- ============================================================
+-- Statement-level rows_version maintenance for user_table_rows.
+--
+-- rows_version is a monotonic counter keyed by the snapshot cache: a CSV stored
+-- under v{rows_version} stays valid until the table mutates. The bump MUST live
+-- in a trigger, not application code -- every row write (insert/update/delete,
+-- including order_key reorders, which are UPDATEs) must invalidate the snapshot,
+-- and a trigger is the only bypass-proof layer.
+--
+-- Mirrors the statement-level row_count triggers (migration 0224): transition
+-- tables let one UPDATE bump every affected table once per statement, so a bulk
+-- reorder or import is +1, not +N -- avoiding the per-row lock contention on the
+-- single definition row that 0224 removed. The NEW transition table carries the
+-- affected table_id for INSERT/UPDATE (table_id never changes), the OLD table for
+-- DELETE; both are aliased `changed_rows` so one function serves all three.
+-- ============================================================
+
+CREATE OR REPLACE FUNCTION bump_user_table_rows_version()
+RETURNS TRIGGER AS $$
+BEGIN
+    UPDATE user_table_definitions d
+    SET rows_version = d.rows_version + 1
+    FROM (SELECT DISTINCT table_id FROM changed_rows) c
+    WHERE d.id = c.table_id;
+
+    RETURN NULL;
+END;
+$$ LANGUAGE plpgsql;
+--> statement-breakpoint
+
+CREATE TRIGGER user_table_rows_version_insert_trigger
+    AFTER INSERT ON user_table_rows
+    REFERENCING NEW TABLE AS changed_rows
+    FOR EACH STATEMENT
+    EXECUTE FUNCTION bump_user_table_rows_version();
+--> statement-breakpoint
+
+CREATE TRIGGER user_table_rows_version_update_trigger
+    AFTER UPDATE ON user_table_rows
+    REFERENCING NEW TABLE AS changed_rows
+    FOR EACH STATEMENT
+    EXECUTE FUNCTION bump_user_table_rows_version();
+--> statement-breakpoint
+
+CREATE TRIGGER user_table_rows_version_delete_trigger
+    AFTER DELETE ON user_table_rows
+    REFERENCING OLD TABLE AS changed_rows
+    FOR EACH STATEMENT
+    EXECUTE FUNCTION bump_user_table_rows_version();
diff --git a/packages/db/migrations/meta/0240_snapshot.json b/packages/db/migrations/meta/0240_snapshot.json
new file mode 100644
index 0000000000..8c69feafcc
--- /dev/null
+++ b/packages/db/migrations/meta/0240_snapshot.json
@@ -0,0 +1,16573 @@
+{
+  "id": "34c63a54-3015-4e6d-9bed-5fe0d53f5741",
+  "prevId": "488b76cc-8da9-43fa-90fb-bfe7a54b34c1",
+  "version": "7",
+  "dialect": "postgresql",
+  "tables": {
+    "public.a2a_agent": {
+      "name": "a2a_agent",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workflow_id": {
+          "name": "workflow_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_by": {
+          "name": "created_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "description": {
+          "name": "description",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "version": {
+          "name": "version",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'1.0.0'"
+        },
+        "capabilities": {
+          "name": "capabilities",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'"
+        },
+        "skills": {
+          "name": "skills",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'[]'"
+        },
+        "authentication": {
+          "name": "authentication",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'"
+        },
+        "signatures": {
+          "name": "signatures",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "'[]'"
+        },
+        "is_published": {
+          "name": "is_published",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "published_at": {
+          "name": "published_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "archived_at": {
+          "name": "archived_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "a2a_agent_workflow_id_idx": {
+          "name": "a2a_agent_workflow_id_idx",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "a2a_agent_created_by_idx": {
+          "name": "a2a_agent_created_by_idx",
+          "columns": [
+            {
+              "expression": "created_by",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "a2a_agent_workspace_workflow_unique": {
+          "name": "a2a_agent_workspace_workflow_unique",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "\"a2a_agent\".\"archived_at\" IS NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "a2a_agent_archived_at_idx": {
+          "name": "a2a_agent_archived_at_idx",
+          "columns": [
+            {
+              "expression": "archived_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "a2a_agent_workspace_archived_partial_idx": {
+          "name": "a2a_agent_workspace_archived_partial_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "archived_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"a2a_agent\".\"archived_at\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "a2a_agent_workspace_id_workspace_id_fk": {
+          "name": "a2a_agent_workspace_id_workspace_id_fk",
+          "tableFrom": "a2a_agent",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "a2a_agent_workflow_id_workflow_id_fk": {
+          "name": "a2a_agent_workflow_id_workflow_id_fk",
+          "tableFrom": "a2a_agent",
+          "tableTo": "workflow",
+          "columnsFrom": ["workflow_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "a2a_agent_created_by_user_id_fk": {
+          "name": "a2a_agent_created_by_user_id_fk",
+          "tableFrom": "a2a_agent",
+          "tableTo": "user",
+          "columnsFrom": ["created_by"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.a2a_push_notification_config": {
+      "name": "a2a_push_notification_config",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "task_id": {
+          "name": "task_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "url": {
+          "name": "url",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "token": {
+          "name": "token",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "auth_schemes": {
+          "name": "auth_schemes",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "'[]'"
+        },
+        "auth_credentials": {
+          "name": "auth_credentials",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "is_active": {
+          "name": "is_active",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "a2a_push_notification_config_task_unique": {
+          "name": "a2a_push_notification_config_task_unique",
+          "columns": [
+            {
+              "expression": "task_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "a2a_push_notification_config_task_id_a2a_task_id_fk": {
+          "name": "a2a_push_notification_config_task_id_a2a_task_id_fk",
+          "tableFrom": "a2a_push_notification_config",
+          "tableTo": "a2a_task",
+          "columnsFrom": ["task_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.a2a_task": {
+      "name": "a2a_task",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "agent_id": {
+          "name": "agent_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "session_id": {
+          "name": "session_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "status": {
+          "name": "status",
+          "type": "a2a_task_status",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'submitted'"
+        },
+        "messages": {
+          "name": "messages",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'[]'"
+        },
+        "artifacts": {
+          "name": "artifacts",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "'[]'"
+        },
+        "execution_id": {
+          "name": "execution_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "metadata": {
+          "name": "metadata",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "'{}'"
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "completed_at": {
+          "name": "completed_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "a2a_task_agent_id_idx": {
+          "name": "a2a_task_agent_id_idx",
+          "columns": [
+            {
+              "expression": "agent_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "a2a_task_session_id_idx": {
+          "name": "a2a_task_session_id_idx",
+          "columns": [
+            {
+              "expression": "session_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "a2a_task_status_idx": {
+          "name": "a2a_task_status_idx",
+          "columns": [
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "a2a_task_execution_id_idx": {
+          "name": "a2a_task_execution_id_idx",
+          "columns": [
+            {
+              "expression": "execution_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "a2a_task_created_at_idx": {
+          "name": "a2a_task_created_at_idx",
+          "columns": [
+            {
+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "a2a_task_agent_id_a2a_agent_id_fk": {
+          "name": "a2a_task_agent_id_a2a_agent_id_fk",
+          "tableFrom": "a2a_task",
+          "tableTo": "a2a_agent",
+          "columnsFrom": ["agent_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.academy_certificate": {
+      "name": "academy_certificate",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "course_id": {
+          "name": "course_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "academy_cert_status",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'active'"
+        },
+        "issued_at": {
+          "name": "issued_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "expires_at": {
+          "name": "expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "certificate_number": {
+          "name": "certificate_number",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "metadata": {
+          "name": "metadata",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "academy_certificate_user_id_idx": {
+          "name": "academy_certificate_user_id_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "academy_certificate_course_id_idx": {
+          "name": "academy_certificate_course_id_idx",
+          "columns": [
+            {
+              "expression": "course_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "academy_certificate_user_course_unique": {
+          "name": "academy_certificate_user_course_unique",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "course_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "academy_certificate_number_idx": {
+          "name": "academy_certificate_number_idx",
+          "columns": [
+            {
+              "expression": "certificate_number",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "academy_certificate_status_idx": {
+          "name": "academy_certificate_status_idx",
+          "columns": [
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "academy_certificate_user_id_user_id_fk": {
+          "name": "academy_certificate_user_id_user_id_fk",
+          "tableFrom": "academy_certificate",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "academy_certificate_certificate_number_unique": {
+          "name": "academy_certificate_certificate_number_unique",
+          "nullsNotDistinct": false,
+          "columns": ["certificate_number"]
+        }
+      },
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.account": {
+      "name": "account",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "account_id": {
+          "name": "account_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "provider_id": {
+          "name": "provider_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "access_token": {
+          "name": "access_token",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "refresh_token": {
+          "name": "refresh_token",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "id_token": {
+          "name": "id_token",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "access_token_expires_at": {
+          "name": "access_token_expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "refresh_token_expires_at": {
+          "name": "refresh_token_expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "scope": {
+          "name": "scope",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "password": {
+          "name": "password",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        }
+      },
+      "indexes": {
+        "account_user_id_idx": {
+          "name": "account_user_id_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "idx_account_on_account_id_provider_id": {
+          "name": "idx_account_on_account_id_provider_id",
+          "columns": [
+            {
+              "expression": "account_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "provider_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "account_user_id_user_id_fk": {
+          "name": "account_user_id_user_id_fk",
+          "tableFrom": "account",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.api_key": {
+      "name": "api_key",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_by": {
+          "name": "created_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "key": {
+          "name": "key",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "key_hash": {
+          "name": "key_hash",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "type": {
+          "name": "type",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'personal'"
+        },
+        "last_used": {
+          "name": "last_used",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "expires_at": {
+          "name": "expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "api_key_workspace_type_idx": {
+          "name": "api_key_workspace_type_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "api_key_user_type_idx": {
+          "name": "api_key_user_type_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "api_key_key_hash_idx": {
+          "name": "api_key_key_hash_idx",
+          "columns": [
+            {
+              "expression": "key_hash",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "api_key_user_id_user_id_fk": {
+          "name": "api_key_user_id_user_id_fk",
+          "tableFrom": "api_key",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "api_key_workspace_id_workspace_id_fk": {
+          "name": "api_key_workspace_id_workspace_id_fk",
+          "tableFrom": "api_key",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "api_key_created_by_user_id_fk": {
+          "name": "api_key_created_by_user_id_fk",
+          "tableFrom": "api_key",
+          "tableTo": "user",
+          "columnsFrom": ["created_by"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "api_key_key_unique": {
+          "name": "api_key_key_unique",
+          "nullsNotDistinct": false,
+          "columns": ["key"]
+        }
+      },
+      "policies": {},
+      "checkConstraints": {
+        "workspace_type_check": {
+          "name": "workspace_type_check",
+          "value": "(type = 'workspace' AND workspace_id IS NOT NULL) OR (type = 'personal' AND workspace_id IS NULL)"
+        }
+      },
+      "isRLSEnabled": false
+    },
+    "public.async_jobs": {
+      "name": "async_jobs",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "type": {
+          "name": "type",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "payload": {
+          "name": "payload",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'pending'"
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "started_at": {
+          "name": "started_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "completed_at": {
+          "name": "completed_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "run_at": {
+          "name": "run_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "attempts": {
+          "name": "attempts",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "max_attempts": {
+          "name": "max_attempts",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 3
+        },
+        "error": {
+          "name": "error",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "output": {
+          "name": "output",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "metadata": {
+          "name": "metadata",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "async_jobs_status_started_at_idx": {
+          "name": "async_jobs_status_started_at_idx",
+          "columns": [
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "started_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "async_jobs_status_completed_at_idx": {
+          "name": "async_jobs_status_completed_at_idx",
+          "columns": [
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "completed_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "async_jobs_schedule_pending_run_at_idx": {
+          "name": "async_jobs_schedule_pending_run_at_idx",
+          "columns": [
+            {
+              "expression": "run_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"async_jobs\".\"type\" = 'schedule-execution' AND \"async_jobs\".\"status\" = 'pending'",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "async_jobs_schedule_processing_started_at_idx": {
+          "name": "async_jobs_schedule_processing_started_at_idx",
+          "columns": [
+            {
+              "expression": "started_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"async_jobs\".\"type\" = 'schedule-execution' AND \"async_jobs\".\"status\" = 'processing'",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {},
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.audit_log": {
+      "name": "audit_log",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "actor_id": {
+          "name": "actor_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "action": {
+          "name": "action",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "resource_type": {
+          "name": "resource_type",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "resource_id": {
+          "name": "resource_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "actor_name": {
+          "name": "actor_name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "actor_email": {
+          "name": "actor_email",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "resource_name": {
+          "name": "resource_name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "description": {
+          "name": "description",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "metadata": {
+          "name": "metadata",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "'{}'"
+        },
+        "ip_address": {
+          "name": "ip_address",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "user_agent": {
+          "name": "user_agent",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "audit_log_workspace_created_idx": {
+          "name": "audit_log_workspace_created_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "audit_log_workspace_created_at_id_idx": {
+          "name": "audit_log_workspace_created_at_id_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "date_trunc('milliseconds', \"created_at\")",
+              "asc": true,
+              "isExpression": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "audit_log_actor_created_idx": {
+          "name": "audit_log_actor_created_idx",
+          "columns": [
+            {
+              "expression": "actor_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "audit_log_resource_idx": {
+          "name": "audit_log_resource_idx",
+          "columns": [
+            {
+              "expression": "resource_type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "resource_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "audit_log_action_idx": {
+          "name": "audit_log_action_idx",
+          "columns": [
+            {
+              "expression": "action",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "audit_log_workspace_id_workspace_id_fk": {
+          "name": "audit_log_workspace_id_workspace_id_fk",
+          "tableFrom": "audit_log",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        },
+        "audit_log_actor_id_user_id_fk": {
+          "name": "audit_log_actor_id_user_id_fk",
+          "tableFrom": "audit_log",
+          "tableTo": "user",
+          "columnsFrom": ["actor_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.chat": {
+      "name": "chat",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workflow_id": {
+          "name": "workflow_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "identifier": {
+          "name": "identifier",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "title": {
+          "name": "title",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "description": {
+          "name": "description",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "is_active": {
+          "name": "is_active",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": true
+        },
+        "customizations": {
+          "name": "customizations",
+          "type": "json",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "'{}'"
+        },
+        "auth_type": {
+          "name": "auth_type",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'public'"
+        },
+        "password": {
+          "name": "password",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "allowed_emails": {
+          "name": "allowed_emails",
+          "type": "json",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "'[]'"
+        },
+        "output_configs": {
+          "name": "output_configs",
+          "type": "json",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "'[]'"
+        },
+        "archived_at": {
+          "name": "archived_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "identifier_idx": {
+          "name": "identifier_idx",
+          "columns": [
+            {
+              "expression": "identifier",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "\"chat\".\"archived_at\" IS NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "chat_archived_at_partial_idx": {
+          "name": "chat_archived_at_partial_idx",
+          "columns": [
+            {
+              "expression": "archived_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"chat\".\"archived_at\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "idx_chat_on_workflow_id_archived_at": {
+          "name": "idx_chat_on_workflow_id_archived_at",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "archived_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "chat_workflow_id_workflow_id_fk": {
+          "name": "chat_workflow_id_workflow_id_fk",
+          "tableFrom": "chat",
+          "tableTo": "workflow",
+          "columnsFrom": ["workflow_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "chat_user_id_user_id_fk": {
+          "name": "chat_user_id_user_id_fk",
+          "tableFrom": "chat",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.copilot_async_tool_calls": {
+      "name": "copilot_async_tool_calls",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true,
+          "default": "gen_random_uuid()"
+        },
+        "run_id": {
+          "name": "run_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "checkpoint_id": {
+          "name": "checkpoint_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "tool_call_id": {
+          "name": "tool_call_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "tool_name": {
+          "name": "tool_name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "args": {
+          "name": "args",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'"
+        },
+        "status": {
+          "name": "status",
+          "type": "copilot_async_tool_status",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'pending'"
+        },
+        "result": {
+          "name": "result",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "error": {
+          "name": "error",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "claimed_at": {
+          "name": "claimed_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "claimed_by": {
+          "name": "claimed_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "completed_at": {
+          "name": "completed_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "copilot_async_tool_calls_run_id_idx": {
+          "name": "copilot_async_tool_calls_run_id_idx",
+          "columns": [
+            {
+              "expression": "run_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_async_tool_calls_checkpoint_id_idx": {
+          "name": "copilot_async_tool_calls_checkpoint_id_idx",
+          "columns": [
+            {
+              "expression": "checkpoint_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_async_tool_calls_tool_call_id_idx": {
+          "name": "copilot_async_tool_calls_tool_call_id_idx",
+          "columns": [
+            {
+              "expression": "tool_call_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_async_tool_calls_status_idx": {
+          "name": "copilot_async_tool_calls_status_idx",
+          "columns": [
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_async_tool_calls_run_status_idx": {
+          "name": "copilot_async_tool_calls_run_status_idx",
+          "columns": [
+            {
+              "expression": "run_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_async_tool_calls_tool_call_id_unique": {
+          "name": "copilot_async_tool_calls_tool_call_id_unique",
+          "columns": [
+            {
+              "expression": "tool_call_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "copilot_async_tool_calls_run_id_copilot_runs_id_fk": {
+          "name": "copilot_async_tool_calls_run_id_copilot_runs_id_fk",
+          "tableFrom": "copilot_async_tool_calls",
+          "tableTo": "copilot_runs",
+          "columnsFrom": ["run_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "copilot_async_tool_calls_checkpoint_id_copilot_run_checkpoints_id_fk": {
+          "name": "copilot_async_tool_calls_checkpoint_id_copilot_run_checkpoints_id_fk",
+          "tableFrom": "copilot_async_tool_calls",
+          "tableTo": "copilot_run_checkpoints",
+          "columnsFrom": ["checkpoint_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.copilot_chats": {
+      "name": "copilot_chats",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true,
+          "default": "gen_random_uuid()"
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workflow_id": {
+          "name": "workflow_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "type": {
+          "name": "type",
+          "type": "chat_type",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'copilot'"
+        },
+        "title": {
+          "name": "title",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "model": {
+          "name": "model",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'claude-3-7-sonnet-latest'"
+        },
+        "conversation_id": {
+          "name": "conversation_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "preview_yaml": {
+          "name": "preview_yaml",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "plan_artifact": {
+          "name": "plan_artifact",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "config": {
+          "name": "config",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "resources": {
+          "name": "resources",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'[]'"
+        },
+        "last_seen_at": {
+          "name": "last_seen_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "pinned": {
+          "name": "pinned",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "copilot_chats_user_id_idx": {
+          "name": "copilot_chats_user_id_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_chats_workflow_id_idx": {
+          "name": "copilot_chats_workflow_id_idx",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_chats_user_workflow_idx": {
+          "name": "copilot_chats_user_workflow_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_chats_user_workspace_idx": {
+          "name": "copilot_chats_user_workspace_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_chats_created_at_idx": {
+          "name": "copilot_chats_created_at_idx",
+          "columns": [
+            {
+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_chats_updated_at_idx": {
+          "name": "copilot_chats_updated_at_idx",
+          "columns": [
+            {
+              "expression": "updated_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_chats_workspace_created_at_id_idx": {
+          "name": "copilot_chats_workspace_created_at_id_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "date_trunc('milliseconds', \"created_at\")",
+              "asc": true,
+              "isExpression": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "copilot_chats_user_id_user_id_fk": {
+          "name": "copilot_chats_user_id_user_id_fk",
+          "tableFrom": "copilot_chats",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "copilot_chats_workflow_id_workflow_id_fk": {
+          "name": "copilot_chats_workflow_id_workflow_id_fk",
+          "tableFrom": "copilot_chats",
+          "tableTo": "workflow",
+          "columnsFrom": ["workflow_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "copilot_chats_workspace_id_workspace_id_fk": {
+          "name": "copilot_chats_workspace_id_workspace_id_fk",
+          "tableFrom": "copilot_chats",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.copilot_feedback": {
+      "name": "copilot_feedback",
+      "schema": "",
+      "columns": {
+        "feedback_id": {
+          "name": "feedback_id",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true,
+          "default": "gen_random_uuid()"
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "chat_id": {
+          "name": "chat_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "user_query": {
+          "name": "user_query",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "agent_response": {
+          "name": "agent_response",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "is_positive": {
+          "name": "is_positive",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "feedback": {
+          "name": "feedback",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "workflow_yaml": {
+          "name": "workflow_yaml",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "copilot_feedback_user_id_idx": {
+          "name": "copilot_feedback_user_id_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_feedback_chat_id_idx": {
+          "name": "copilot_feedback_chat_id_idx",
+          "columns": [
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_feedback_user_chat_idx": {
+          "name": "copilot_feedback_user_chat_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_feedback_is_positive_idx": {
+          "name": "copilot_feedback_is_positive_idx",
+          "columns": [
+            {
+              "expression": "is_positive",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_feedback_created_at_idx": {
+          "name": "copilot_feedback_created_at_idx",
+          "columns": [
+            {
+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "copilot_feedback_user_id_user_id_fk": {
+          "name": "copilot_feedback_user_id_user_id_fk",
+          "tableFrom": "copilot_feedback",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "copilot_feedback_chat_id_copilot_chats_id_fk": {
+          "name": "copilot_feedback_chat_id_copilot_chats_id_fk",
+          "tableFrom": "copilot_feedback",
+          "tableTo": "copilot_chats",
+          "columnsFrom": ["chat_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.copilot_messages": {
+      "name": "copilot_messages",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true,
+          "default": "gen_random_uuid()"
+        },
+        "chat_id": {
+          "name": "chat_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "message_id": {
+          "name": "message_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "role": {
+          "name": "role",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "content": {
+          "name": "content",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "stream_id": {
+          "name": "stream_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "parent_message_id": {
+          "name": "parent_message_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "model": {
+          "name": "model",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "tokens_in": {
+          "name": "tokens_in",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "tokens_out": {
+          "name": "tokens_out",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "seq": {
+          "name": "seq",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "deleted_at": {
+          "name": "deleted_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "copilot_messages_chat_message_unique": {
+          "name": "copilot_messages_chat_message_unique",
+          "columns": [
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "message_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_messages_chat_created_at_idx": {
+          "name": "copilot_messages_chat_created_at_idx",
+          "columns": [
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"copilot_messages\".\"deleted_at\" IS NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_messages_chat_seq_idx": {
+          "name": "copilot_messages_chat_seq_idx",
+          "columns": [
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "seq",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"copilot_messages\".\"deleted_at\" IS NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_messages_chat_stream_idx": {
+          "name": "copilot_messages_chat_stream_idx",
+          "columns": [
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "stream_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"copilot_messages\".\"stream_id\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "copilot_messages_chat_id_copilot_chats_id_fk": {
+          "name": "copilot_messages_chat_id_copilot_chats_id_fk",
+          "tableFrom": "copilot_messages",
+          "tableTo": "copilot_chats",
+          "columnsFrom": ["chat_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.copilot_run_checkpoints": {
+      "name": "copilot_run_checkpoints",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true,
+          "default": "gen_random_uuid()"
+        },
+        "run_id": {
+          "name": "run_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "pending_tool_call_id": {
+          "name": "pending_tool_call_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "conversation_snapshot": {
+          "name": "conversation_snapshot",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'"
+        },
+        "agent_state": {
+          "name": "agent_state",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'"
+        },
+        "provider_request": {
+          "name": "provider_request",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'"
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "copilot_run_checkpoints_run_id_idx": {
+          "name": "copilot_run_checkpoints_run_id_idx",
+          "columns": [
+            {
+              "expression": "run_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_run_checkpoints_pending_tool_call_id_idx": {
+          "name": "copilot_run_checkpoints_pending_tool_call_id_idx",
+          "columns": [
+            {
+              "expression": "pending_tool_call_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_run_checkpoints_run_pending_tool_unique": {
+          "name": "copilot_run_checkpoints_run_pending_tool_unique",
+          "columns": [
+            {
+              "expression": "run_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "pending_tool_call_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "copilot_run_checkpoints_run_id_copilot_runs_id_fk": {
+          "name": "copilot_run_checkpoints_run_id_copilot_runs_id_fk",
+          "tableFrom": "copilot_run_checkpoints",
+          "tableTo": "copilot_runs",
+          "columnsFrom": ["run_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.copilot_runs": {
+      "name": "copilot_runs",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true,
+          "default": "gen_random_uuid()"
+        },
+        "execution_id": {
+          "name": "execution_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "parent_run_id": {
+          "name": "parent_run_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "chat_id": {
+          "name": "chat_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workflow_id": {
+          "name": "workflow_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "stream_id": {
+          "name": "stream_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "agent": {
+          "name": "agent",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "model": {
+          "name": "model",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "provider": {
+          "name": "provider",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "status": {
+          "name": "status",
+          "type": "copilot_run_status",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'active'"
+        },
+        "request_context": {
+          "name": "request_context",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'"
+        },
+        "started_at": {
+          "name": "started_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "completed_at": {
+          "name": "completed_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "error": {
+          "name": "error",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "copilot_runs_execution_id_idx": {
+          "name": "copilot_runs_execution_id_idx",
+          "columns": [
+            {
+              "expression": "execution_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_runs_parent_run_id_idx": {
+          "name": "copilot_runs_parent_run_id_idx",
+          "columns": [
+            {
+              "expression": "parent_run_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_runs_chat_id_idx": {
+          "name": "copilot_runs_chat_id_idx",
+          "columns": [
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_runs_user_id_idx": {
+          "name": "copilot_runs_user_id_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_runs_workflow_id_idx": {
+          "name": "copilot_runs_workflow_id_idx",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_runs_workspace_id_idx": {
+          "name": "copilot_runs_workspace_id_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_runs_status_idx": {
+          "name": "copilot_runs_status_idx",
+          "columns": [
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_runs_chat_execution_idx": {
+          "name": "copilot_runs_chat_execution_idx",
+          "columns": [
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "execution_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_runs_execution_started_at_idx": {
+          "name": "copilot_runs_execution_started_at_idx",
+          "columns": [
+            {
+              "expression": "execution_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "started_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_runs_workspace_completed_at_id_idx": {
+          "name": "copilot_runs_workspace_completed_at_id_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "date_trunc('milliseconds', \"completed_at\")",
+              "asc": true,
+              "isExpression": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_runs_stream_id_unique": {
+          "name": "copilot_runs_stream_id_unique",
+          "columns": [
+            {
+              "expression": "stream_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "copilot_runs_chat_id_copilot_chats_id_fk": {
+          "name": "copilot_runs_chat_id_copilot_chats_id_fk",
+          "tableFrom": "copilot_runs",
+          "tableTo": "copilot_chats",
+          "columnsFrom": ["chat_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "copilot_runs_user_id_user_id_fk": {
+          "name": "copilot_runs_user_id_user_id_fk",
+          "tableFrom": "copilot_runs",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "copilot_runs_workflow_id_workflow_id_fk": {
+          "name": "copilot_runs_workflow_id_workflow_id_fk",
+          "tableFrom": "copilot_runs",
+          "tableTo": "workflow",
+          "columnsFrom": ["workflow_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "copilot_runs_workspace_id_workspace_id_fk": {
+          "name": "copilot_runs_workspace_id_workspace_id_fk",
+          "tableFrom": "copilot_runs",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.copilot_workflow_read_hashes": {
+      "name": "copilot_workflow_read_hashes",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true,
+          "default": "gen_random_uuid()"
+        },
+        "chat_id": {
+          "name": "chat_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workflow_id": {
+          "name": "workflow_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "hash": {
+          "name": "hash",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "copilot_workflow_read_hashes_chat_id_idx": {
+          "name": "copilot_workflow_read_hashes_chat_id_idx",
+          "columns": [
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_workflow_read_hashes_workflow_id_idx": {
+          "name": "copilot_workflow_read_hashes_workflow_id_idx",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_workflow_read_hashes_chat_workflow_unique": {
+          "name": "copilot_workflow_read_hashes_chat_workflow_unique",
+          "columns": [
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "copilot_workflow_read_hashes_chat_id_copilot_chats_id_fk": {
+          "name": "copilot_workflow_read_hashes_chat_id_copilot_chats_id_fk",
+          "tableFrom": "copilot_workflow_read_hashes",
+          "tableTo": "copilot_chats",
+          "columnsFrom": ["chat_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "copilot_workflow_read_hashes_workflow_id_workflow_id_fk": {
+          "name": "copilot_workflow_read_hashes_workflow_id_workflow_id_fk",
+          "tableFrom": "copilot_workflow_read_hashes",
+          "tableTo": "workflow",
+          "columnsFrom": ["workflow_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.credential": {
+      "name": "credential",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "type": {
+          "name": "type",
+          "type": "credential_type",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "display_name": {
+          "name": "display_name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "description": {
+          "name": "description",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "provider_id": {
+          "name": "provider_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "account_id": {
+          "name": "account_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "env_key": {
+          "name": "env_key",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "env_owner_user_id": {
+          "name": "env_owner_user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "encrypted_service_account_key": {
+          "name": "encrypted_service_account_key",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_by": {
+          "name": "created_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "credential_workspace_id_idx": {
+          "name": "credential_workspace_id_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_type_idx": {
+          "name": "credential_type_idx",
+          "columns": [
+            {
+              "expression": "type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_provider_id_idx": {
+          "name": "credential_provider_id_idx",
+          "columns": [
+            {
+              "expression": "provider_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_account_id_idx": {
+          "name": "credential_account_id_idx",
+          "columns": [
+            {
+              "expression": "account_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_env_owner_user_id_idx": {
+          "name": "credential_env_owner_user_id_idx",
+          "columns": [
+            {
+              "expression": "env_owner_user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_workspace_account_unique": {
+          "name": "credential_workspace_account_unique",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "account_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "account_id IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_workspace_env_unique": {
+          "name": "credential_workspace_env_unique",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "env_key",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "type = 'env_workspace'",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_workspace_personal_env_unique": {
+          "name": "credential_workspace_personal_env_unique",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "env_key",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "env_owner_user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "type = 'env_personal'",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "credential_workspace_id_workspace_id_fk": {
+          "name": "credential_workspace_id_workspace_id_fk",
+          "tableFrom": "credential",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "credential_account_id_account_id_fk": {
+          "name": "credential_account_id_account_id_fk",
+          "tableFrom": "credential",
+          "tableTo": "account",
+          "columnsFrom": ["account_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "credential_env_owner_user_id_user_id_fk": {
+          "name": "credential_env_owner_user_id_user_id_fk",
+          "tableFrom": "credential",
+          "tableTo": "user",
+          "columnsFrom": ["env_owner_user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "credential_created_by_user_id_fk": {
+          "name": "credential_created_by_user_id_fk",
+          "tableFrom": "credential",
+          "tableTo": "user",
+          "columnsFrom": ["created_by"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {
+        "credential_oauth_source_check": {
+          "name": "credential_oauth_source_check",
+          "value": "(type <> 'oauth') OR (account_id IS NOT NULL AND provider_id IS NOT NULL)"
+        },
+        "credential_workspace_env_source_check": {
+          "name": "credential_workspace_env_source_check",
+          "value": "(type <> 'env_workspace') OR (env_key IS NOT NULL AND env_owner_user_id IS NULL)"
+        },
+        "credential_personal_env_source_check": {
+          "name": "credential_personal_env_source_check",
+          "value": "(type <> 'env_personal') OR (env_key IS NOT NULL AND env_owner_user_id IS NOT NULL)"
+        }
+      },
+      "isRLSEnabled": false
+    },
+    "public.credential_member": {
+      "name": "credential_member",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "credential_id": {
+          "name": "credential_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "role": {
+          "name": "role",
+          "type": "credential_member_role",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'member'"
+        },
+        "status": {
+          "name": "status",
+          "type": "credential_member_status",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'active'"
+        },
+        "joined_at": {
+          "name": "joined_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "invited_by": {
+          "name": "invited_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "credential_member_user_id_idx": {
+          "name": "credential_member_user_id_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_member_role_idx": {
+          "name": "credential_member_role_idx",
+          "columns": [
+            {
+              "expression": "role",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_member_status_idx": {
+          "name": "credential_member_status_idx",
+          "columns": [
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_member_unique": {
+          "name": "credential_member_unique",
+          "columns": [
+            {
+              "expression": "credential_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "credential_member_credential_id_credential_id_fk": {
+          "name": "credential_member_credential_id_credential_id_fk",
+          "tableFrom": "credential_member",
+          "tableTo": "credential",
+          "columnsFrom": ["credential_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "credential_member_user_id_user_id_fk": {
+          "name": "credential_member_user_id_user_id_fk",
+          "tableFrom": "credential_member",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "credential_member_invited_by_user_id_fk": {
+          "name": "credential_member_invited_by_user_id_fk",
+          "tableFrom": "credential_member",
+          "tableTo": "user",
+          "columnsFrom": ["invited_by"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.credential_set": {
+      "name": "credential_set",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "description": {
+          "name": "description",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "provider_id": {
+          "name": "provider_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_by": {
+          "name": "created_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "credential_set_created_by_idx": {
+          "name": "credential_set_created_by_idx",
+          "columns": [
+            {
+              "expression": "created_by",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_set_org_name_unique": {
+          "name": "credential_set_org_name_unique",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "name",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_set_provider_id_idx": {
+          "name": "credential_set_provider_id_idx",
+          "columns": [
+            {
+              "expression": "provider_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "credential_set_organization_id_organization_id_fk": {
+          "name": "credential_set_organization_id_organization_id_fk",
+          "tableFrom": "credential_set",
+          "tableTo": "organization",
+          "columnsFrom": ["organization_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "credential_set_created_by_user_id_fk": {
+          "name": "credential_set_created_by_user_id_fk",
+          "tableFrom": "credential_set",
+          "tableTo": "user",
+          "columnsFrom": ["created_by"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.credential_set_invitation": {
+      "name": "credential_set_invitation",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "credential_set_id": {
+          "name": "credential_set_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "email": {
+          "name": "email",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "token": {
+          "name": "token",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "invited_by": {
+          "name": "invited_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "credential_set_invitation_status",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'pending'"
+        },
+        "expires_at": {
+          "name": "expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "accepted_at": {
+          "name": "accepted_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "accepted_by_user_id": {
+          "name": "accepted_by_user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "credential_set_invitation_set_id_idx": {
+          "name": "credential_set_invitation_set_id_idx",
+          "columns": [
+            {
+              "expression": "credential_set_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_set_invitation_token_idx": {
+          "name": "credential_set_invitation_token_idx",
+          "columns": [
+            {
+              "expression": "token",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_set_invitation_status_idx": {
+          "name": "credential_set_invitation_status_idx",
+          "columns": [
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_set_invitation_expires_at_idx": {
+          "name": "credential_set_invitation_expires_at_idx",
+          "columns": [
+            {
+              "expression": "expires_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "credential_set_invitation_credential_set_id_credential_set_id_fk": {
+          "name": "credential_set_invitation_credential_set_id_credential_set_id_fk",
+          "tableFrom": "credential_set_invitation",
+          "tableTo": "credential_set",
+          "columnsFrom": ["credential_set_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "credential_set_invitation_invited_by_user_id_fk": {
+          "name": "credential_set_invitation_invited_by_user_id_fk",
+          "tableFrom": "credential_set_invitation",
+          "tableTo": "user",
+          "columnsFrom": ["invited_by"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "credential_set_invitation_accepted_by_user_id_user_id_fk": {
+          "name": "credential_set_invitation_accepted_by_user_id_user_id_fk",
+          "tableFrom": "credential_set_invitation",
+          "tableTo": "user",
+          "columnsFrom": ["accepted_by_user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "credential_set_invitation_token_unique": {
+          "name": "credential_set_invitation_token_unique",
+          "nullsNotDistinct": false,
+          "columns": ["token"]
+        }
+      },
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.credential_set_member": {
+      "name": "credential_set_member",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "credential_set_id": {
+          "name": "credential_set_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "credential_set_member_status",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'pending'"
+        },
+        "joined_at": {
+          "name": "joined_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "invited_by": {
+          "name": "invited_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "credential_set_member_user_id_idx": {
+          "name": "credential_set_member_user_id_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_set_member_unique": {
+          "name": "credential_set_member_unique",
+          "columns": [
+            {
+              "expression": "credential_set_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_set_member_status_idx": {
+          "name": "credential_set_member_status_idx",
+          "columns": [
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "credential_set_member_credential_set_id_credential_set_id_fk": {
+          "name": "credential_set_member_credential_set_id_credential_set_id_fk",
+          "tableFrom": "credential_set_member",
+          "tableTo": "credential_set",
+          "columnsFrom": ["credential_set_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "credential_set_member_user_id_user_id_fk": {
+          "name": "credential_set_member_user_id_user_id_fk",
+          "tableFrom": "credential_set_member",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "credential_set_member_invited_by_user_id_fk": {
+          "name": "credential_set_member_invited_by_user_id_fk",
+          "tableFrom": "credential_set_member",
+          "tableTo": "user",
+          "columnsFrom": ["invited_by"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.custom_tools": {
+      "name": "custom_tools",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "title": {
+          "name": "title",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "schema": {
+          "name": "schema",
+          "type": "json",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "code": {
+          "name": "code",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "custom_tools_workspace_id_idx": {
+          "name": "custom_tools_workspace_id_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "custom_tools_workspace_title_unique": {
+          "name": "custom_tools_workspace_title_unique",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "title",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "custom_tools_workspace_id_workspace_id_fk": {
+          "name": "custom_tools_workspace_id_workspace_id_fk",
+          "tableFrom": "custom_tools",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "custom_tools_user_id_user_id_fk": {
+          "name": "custom_tools_user_id_user_id_fk",
+          "tableFrom": "custom_tools",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.data_drain_runs": {
+      "name": "data_drain_runs",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "drain_id": {
+          "name": "drain_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "data_drain_run_status",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "trigger": {
+          "name": "trigger",
+          "type": "data_drain_run_trigger",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "started_at": {
+          "name": "started_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "finished_at": {
+          "name": "finished_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "rows_exported": {
+          "name": "rows_exported",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "bytes_written": {
+          "name": "bytes_written",
+          "type": "bigint",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "cursor_before": {
+          "name": "cursor_before",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "cursor_after": {
+          "name": "cursor_after",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "error": {
+          "name": "error",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "locators": {
+          "name": "locators",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'[]'::jsonb"
+        }
+      },
+      "indexes": {
+        "data_drain_runs_drain_started_idx": {
+          "name": "data_drain_runs_drain_started_idx",
+          "columns": [
+            {
+              "expression": "drain_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "started_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "data_drain_runs_drain_id_data_drains_id_fk": {
+          "name": "data_drain_runs_drain_id_data_drains_id_fk",
+          "tableFrom": "data_drain_runs",
+          "tableTo": "data_drains",
+          "columnsFrom": ["drain_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.data_drains": {
+      "name": "data_drains",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "source": {
+          "name": "source",
+          "type": "data_drain_source",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "destination_type": {
+          "name": "destination_type",
+          "type": "data_drain_destination",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "destination_config": {
+          "name": "destination_config",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "destination_credentials": {
+          "name": "destination_credentials",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "schedule_cadence": {
+          "name": "schedule_cadence",
+          "type": "data_drain_cadence",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "enabled": {
+          "name": "enabled",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": true
+        },
+        "cursor": {
+          "name": "cursor",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "last_run_at": {
+          "name": "last_run_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "last_success_at": {
+          "name": "last_success_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_by": {
+          "name": "created_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "data_drains_org_idx": {
+          "name": "data_drains_org_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "data_drains_due_idx": {
+          "name": "data_drains_due_idx",
+          "columns": [
+            {
+              "expression": "enabled",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "last_run_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "data_drains_org_name_unique": {
+          "name": "data_drains_org_name_unique",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "name",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "data_drains_organization_id_organization_id_fk": {
+          "name": "data_drains_organization_id_organization_id_fk",
+          "tableFrom": "data_drains",
+          "tableTo": "organization",
+          "columnsFrom": ["organization_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "data_drains_created_by_user_id_fk": {
+          "name": "data_drains_created_by_user_id_fk",
+          "tableFrom": "data_drains",
+          "tableTo": "user",
+          "columnsFrom": ["created_by"],
+          "columnsTo": ["id"],
+          "onDelete": "no action",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.docs_embeddings": {
+      "name": "docs_embeddings",
+      "schema": "",
+      "columns": {
+        "chunk_id": {
+          "name": "chunk_id",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true,
+          "default": "gen_random_uuid()"
+        },
+        "chunk_text": {
+          "name": "chunk_text",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "source_document": {
+          "name": "source_document",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "source_link": {
+          "name": "source_link",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "header_text": {
+          "name": "header_text",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "header_level": {
+          "name": "header_level",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "token_count": {
+          "name": "token_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "embedding": {
+          "name": "embedding",
+          "type": "vector(1536)",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "embedding_model": {
+          "name": "embedding_model",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'text-embedding-3-small'"
+        },
+        "metadata": {
+          "name": "metadata",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'"
+        },
+        "chunk_text_tsv": {
+          "name": "chunk_text_tsv",
+          "type": "tsvector",
+          "primaryKey": false,
+          "notNull": false,
+          "generated": {
+            "as": "to_tsvector('english', \"docs_embeddings\".\"chunk_text\")",
+            "type": "stored"
+          }
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "docs_emb_source_document_idx": {
+          "name": "docs_emb_source_document_idx",
+          "columns": [
+            {
+              "expression": "source_document",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "docs_emb_header_level_idx": {
+          "name": "docs_emb_header_level_idx",
+          "columns": [
+            {
+              "expression": "header_level",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "docs_emb_source_header_idx": {
+          "name": "docs_emb_source_header_idx",
+          "columns": [
+            {
+              "expression": "source_document",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "header_level",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "docs_emb_model_idx": {
+          "name": "docs_emb_model_idx",
+          "columns": [
+            {
+              "expression": "embedding_model",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "docs_emb_created_at_idx": {
+          "name": "docs_emb_created_at_idx",
+          "columns": [
+            {
+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "docs_embedding_vector_hnsw_idx": {
+          "name": "docs_embedding_vector_hnsw_idx",
+          "columns": [
+            {
+              "expression": "embedding",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last",
+              "opclass": "vector_cosine_ops"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "hnsw",
+          "with": {
+            "m": 16,
+            "ef_construction": 64
+          }
+        },
+        "docs_emb_metadata_gin_idx": {
+          "name": "docs_emb_metadata_gin_idx",
+          "columns": [
+            {
+              "expression": "metadata",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "gin",
+          "with": {}
+        },
+        "docs_emb_chunk_text_fts_idx": {
+          "name": "docs_emb_chunk_text_fts_idx",
+          "columns": [
+            {
+              "expression": "chunk_text_tsv",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "gin",
+          "with": {}
+        }
+      },
+      "foreignKeys": {},
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {
+        "docs_embedding_not_null_check": {
+          "name": "docs_embedding_not_null_check",
+          "value": "\"embedding\" IS NOT NULL"
+        },
+        "docs_header_level_check": {
+          "name": "docs_header_level_check",
+          "value": "\"header_level\" >= 1 AND \"header_level\" <= 6"
+        }
+      },
+      "isRLSEnabled": false
+    },
+    "public.document": {
+      "name": "document",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "knowledge_base_id": {
+          "name": "knowledge_base_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "filename": {
+          "name": "filename",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "file_url": {
+          "name": "file_url",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "storage_key": {
+          "name": "storage_key",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "file_size": {
+          "name": "file_size",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "mime_type": {
+          "name": "mime_type",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "chunk_count": {
+          "name": "chunk_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "token_count": {
+          "name": "token_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "character_count": {
+          "name": "character_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "processing_status": {
+          "name": "processing_status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'pending'"
+        },
+        "processing_started_at": {
+          "name": "processing_started_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "processing_completed_at": {
+          "name": "processing_completed_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "processing_error": {
+          "name": "processing_error",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "enabled": {
+          "name": "enabled",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": true
+        },
+        "archived_at": {
+          "name": "archived_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "deleted_at": {
+          "name": "deleted_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "user_excluded": {
+          "name": "user_excluded",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "tag1": {
+          "name": "tag1",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "tag2": {
+          "name": "tag2",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "tag3": {
+          "name": "tag3",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "tag4": {
+          "name": "tag4",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "tag5": {
+          "name": "tag5",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "tag6": {
+          "name": "tag6",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "tag7": {
+          "name": "tag7",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "number1": {
+          "name": "number1",
+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "number2": {
+          "name": "number2",
+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "number3": {
+          "name": "number3",
+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "number4": {
+          "name": "number4",
+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "number5": {
+          "name": "number5",
+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "date1": {
+          "name": "date1",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "date2": {
+          "name": "date2",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "boolean1": {
+          "name": "boolean1",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "boolean2": {
+          "name": "boolean2",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "boolean3": {
+          "name": "boolean3",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "connector_id": {
+          "name": "connector_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "external_id": {
+          "name": "external_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "content_hash": {
+          "name": "content_hash",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "source_url": {
+          "name": "source_url",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "uploaded_by": {
+          "name": "uploaded_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "uploaded_at": {
+          "name": "uploaded_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "doc_kb_id_idx": {
+          "name": "doc_kb_id_idx",
+          "columns": [
+            {
+              "expression": "knowledge_base_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "doc_filename_idx": {
+          "name": "doc_filename_idx",
+          "columns": [
+            {
+              "expression": "filename",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "doc_processing_status_idx": {
+          "name": "doc_processing_status_idx",
+          "columns": [
+            {
+              "expression": "knowledge_base_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "processing_status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "doc_connector_external_id_idx": {
+          "name": "doc_connector_external_id_idx",
+          "columns": [
+            {
+              "expression": "connector_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "external_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "\"document\".\"deleted_at\" IS NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "doc_connector_id_idx": {
+          "name": "doc_connector_id_idx",
+          "columns": [
+            {
+              "expression": "connector_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "doc_storage_key_idx": {
+          "name": "doc_storage_key_idx",
+          "columns": [
+            {
+              "expression": "storage_key",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"document\".\"storage_key\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "doc_archived_at_partial_idx": {
+          "name": "doc_archived_at_partial_idx",
+          "columns": [
+            {
+              "expression": "archived_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"document\".\"archived_at\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "doc_deleted_at_partial_idx": {
+          "name": "doc_deleted_at_partial_idx",
+          "columns": [
+            {
+              "expression": "deleted_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"document\".\"deleted_at\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "doc_tag1_idx": {
+          "name": "doc_tag1_idx",
+          "columns": [
+            {
+              "expression": "tag1",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "doc_tag2_idx": {
+          "name": "doc_tag2_idx",
+          "columns": [
+            {
+              "expression": "tag2",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "doc_tag3_idx": {
+          "name": "doc_tag3_idx",
+          "columns": [
+            {
+              "expression": "tag3",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "doc_tag4_idx": {
+          "name": "doc_tag4_idx",
+          "columns": [
+            {
+              "expression": "tag4",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "doc_tag5_idx": {
+          "name": "doc_tag5_idx",
+          "columns": [
+            {
+              "expression": "tag5",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "doc_tag6_idx": {
+          "name": "doc_tag6_idx",
+          "columns": [
+            {
+              "expression": "tag6",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "doc_tag7_idx": {
+          "name": "doc_tag7_idx",
+          "columns": [
+            {
+              "expression": "tag7",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "doc_number1_idx": {
+          "name": "doc_number1_idx",
+          "columns": [
+            {
+              "expression": "number1",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "doc_number2_idx": {
+          "name": "doc_number2_idx",
+          "columns": [
+            {
+              "expression": "number2",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "doc_number3_idx": {
+          "name": "doc_number3_idx",
+          "columns": [
+            {
+              "expression": "number3",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "doc_number4_idx": {
+          "name": "doc_number4_idx",
+          "columns": [
+            {
+              "expression": "number4",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "doc_number5_idx": {
+          "name": "doc_number5_idx",
+          "columns": [
+            {
+              "expression": "number5",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "doc_date1_idx": {
+          "name": "doc_date1_idx",
+          "columns": [
+            {
+              "expression": "date1",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "doc_date2_idx": {
+          "name": "doc_date2_idx",
+          "columns": [
+            {
+              "expression": "date2",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "doc_boolean1_idx": {
+          "name": "doc_boolean1_idx",
+          "columns": [
+            {
+              "expression": "boolean1",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "doc_boolean2_idx": {
+          "name": "doc_boolean2_idx",
+          "columns": [
+            {
+              "expression": "boolean2",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "doc_boolean3_idx": {
+          "name": "doc_boolean3_idx",
+          "columns": [
+            {
+              "expression": "boolean3",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "document_knowledge_base_id_knowledge_base_id_fk": {
+          "name": "document_knowledge_base_id_knowledge_base_id_fk",
+          "tableFrom": "document",
+          "tableTo": "knowledge_base",
+          "columnsFrom": ["knowledge_base_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "document_connector_id_knowledge_connector_id_fk": {
+          "name": "document_connector_id_knowledge_connector_id_fk",
+          "tableFrom": "document",
+          "tableTo": "knowledge_connector",
+          "columnsFrom": ["connector_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        },
+        "document_uploaded_by_user_id_fk": {
+          "name": "document_uploaded_by_user_id_fk",
+          "tableFrom": "document",
+          "tableTo": "user",
+          "columnsFrom": ["uploaded_by"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.embedding": {
+      "name": "embedding",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "knowledge_base_id": {
+          "name": "knowledge_base_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "document_id": {
+          "name": "document_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "chunk_index": {
+          "name": "chunk_index",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "chunk_hash": {
+          "name": "chunk_hash",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "content": {
+          "name": "content",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "content_length": {
+          "name": "content_length",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "token_count": {
+          "name": "token_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "embedding": {
+          "name": "embedding",
+          "type": "vector(1536)",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "embedding_model": {
+          "name": "embedding_model",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'text-embedding-3-small'"
+        },
+        "start_offset": {
+          "name": "start_offset",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "end_offset": {
+          "name": "end_offset",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "tag1": {
+          "name": "tag1",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "tag2": {
+          "name": "tag2",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "tag3": {
+          "name": "tag3",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "tag4": {
+          "name": "tag4",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "tag5": {
+          "name": "tag5",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "tag6": {
+          "name": "tag6",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "tag7": {
+          "name": "tag7",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "number1": {
+          "name": "number1",
+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "number2": {
+          "name": "number2",
+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "number3": {
+          "name": "number3",
+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "number4": {
+          "name": "number4",
+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "number5": {
+          "name": "number5",
+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "date1": {
+          "name": "date1",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "date2": {
+          "name": "date2",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "boolean1": {
+          "name": "boolean1",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "boolean2": {
+          "name": "boolean2",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "boolean3": {
+          "name": "boolean3",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "enabled": {
+          "name": "enabled",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": true
+        },
+        "content_tsv": {
+          "name": "content_tsv",
+          "type": "tsvector",
+          "primaryKey": false,
+          "notNull": false,
+          "generated": {
+            "as": "to_tsvector('english', \"embedding\".\"content\")",
+            "type": "stored"
+          }
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "emb_kb_id_idx": {
+          "name": "emb_kb_id_idx",
+          "columns": [
+            {
+              "expression": "knowledge_base_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "emb_doc_id_idx": {
+          "name": "emb_doc_id_idx",
+          "columns": [
+            {
+              "expression": "document_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "emb_doc_chunk_idx": {
+          "name": "emb_doc_chunk_idx",
+          "columns": [
+            {
+              "expression": "document_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "chunk_index",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "emb_kb_model_idx": {
+          "name": "emb_kb_model_idx",
+          "columns": [
+            {
+              "expression": "knowledge_base_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "embedding_model",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "emb_kb_enabled_idx": {
+          "name": "emb_kb_enabled_idx",
+          "columns": [
+            {
+              "expression": "knowledge_base_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "enabled",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "emb_doc_enabled_idx": {
+          "name": "emb_doc_enabled_idx",
+          "columns": [
+            {
+              "expression": "document_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "enabled",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "embedding_vector_hnsw_idx": {
+          "name": "embedding_vector_hnsw_idx",
+          "columns": [
+            {
+              "expression": "embedding",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last",
+              "opclass": "vector_cosine_ops"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "hnsw",
+          "with": {
+            "m": 16,
+            "ef_construction": 64
+          }
+        },
+        "emb_tag1_idx": {
+          "name": "emb_tag1_idx",
+          "columns": [
+            {
+              "expression": "tag1",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "emb_tag2_idx": {
+          "name": "emb_tag2_idx",
+          "columns": [
+            {
+              "expression": "tag2",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "emb_tag3_idx": {
+          "name": "emb_tag3_idx",
+          "columns": [
+            {
+              "expression": "tag3",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "emb_tag4_idx": {
+          "name": "emb_tag4_idx",
+          "columns": [
+            {
+              "expression": "tag4",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "emb_tag5_idx": {
+          "name": "emb_tag5_idx",
+          "columns": [
+            {
+              "expression": "tag5",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "emb_tag6_idx": {
+          "name": "emb_tag6_idx",
+          "columns": [
+            {
+              "expression": "tag6",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "emb_tag7_idx": {
+          "name": "emb_tag7_idx",
+          "columns": [
+            {
+              "expression": "tag7",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "emb_number1_idx": {
+          "name": "emb_number1_idx",
+          "columns": [
+            {
+              "expression": "number1",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "emb_number2_idx": {
+          "name": "emb_number2_idx",
+          "columns": [
+            {
+              "expression": "number2",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "emb_number3_idx": {
+          "name": "emb_number3_idx",
+          "columns": [
+            {
+              "expression": "number3",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "emb_number4_idx": {
+          "name": "emb_number4_idx",
+          "columns": [
+            {
+              "expression": "number4",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "emb_number5_idx": {
+          "name": "emb_number5_idx",
+          "columns": [
+            {
+              "expression": "number5",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "emb_date1_idx": {
+          "name": "emb_date1_idx",
+          "columns": [
+            {
+              "expression": "date1",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "emb_date2_idx": {
+          "name": "emb_date2_idx",
+          "columns": [
+            {
+              "expression": "date2",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "emb_boolean1_idx": {
+          "name": "emb_boolean1_idx",
+          "columns": [
+            {
+              "expression": "boolean1",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "emb_boolean2_idx": {
+          "name": "emb_boolean2_idx",
+          "columns": [
+            {
+              "expression": "boolean2",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "emb_boolean3_idx": {
+          "name": "emb_boolean3_idx",
+          "columns": [
+            {
+              "expression": "boolean3",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "emb_content_fts_idx": {
+          "name": "emb_content_fts_idx",
+          "columns": [
+            {
+              "expression": "content_tsv",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "gin",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "embedding_knowledge_base_id_knowledge_base_id_fk": {
+          "name": "embedding_knowledge_base_id_knowledge_base_id_fk",
+          "tableFrom": "embedding",
+          "tableTo": "knowledge_base",
+          "columnsFrom": ["knowledge_base_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "embedding_document_id_document_id_fk": {
+          "name": "embedding_document_id_document_id_fk",
+          "tableFrom": "embedding",
+          "tableTo": "document",
+          "columnsFrom": ["document_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {
+        "embedding_not_null_check": {
+          "name": "embedding_not_null_check",
+          "value": "\"embedding\" IS NOT NULL"
+        }
+      },
+      "isRLSEnabled": false
+    },
+    "public.environment": {
+      "name": "environment",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "variables": {
+          "name": "variables",
+          "type": "json",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {
+        "environment_user_id_user_id_fk": {
+          "name": "environment_user_id_user_id_fk",
+          "tableFrom": "environment",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "environment_user_id_unique": {
+          "name": "environment_user_id_unique",
+          "nullsNotDistinct": false,
+          "columns": ["user_id"]
+        }
+      },
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.execution_large_value_dependencies": {
+      "name": "execution_large_value_dependencies",
+      "schema": "",
+      "columns": {
+        "parent_key": {
+          "name": "parent_key",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "child_key": {
+          "name": "child_key",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "execution_large_value_dependencies_workspace_parent_key_idx": {
+          "name": "execution_large_value_dependencies_workspace_parent_key_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "parent_key",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "execution_large_value_dependencies_workspace_child_key_idx": {
+          "name": "execution_large_value_dependencies_workspace_child_key_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "child_key",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "execution_large_value_dependencies_workspace_id_workspace_id_fk": {
+          "name": "execution_large_value_dependencies_workspace_id_workspace_id_fk",
+          "tableFrom": "execution_large_value_dependencies",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {
+        "execution_large_value_dependencies_parent_key_child_key_pk": {
+          "name": "execution_large_value_dependencies_parent_key_child_key_pk",
+          "columns": ["parent_key", "child_key"]
+        }
+      },
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.execution_large_value_references": {
+      "name": "execution_large_value_references",
+      "schema": "",
+      "columns": {
+        "key": {
+          "name": "key",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "execution_id": {
+          "name": "execution_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "source": {
+          "name": "source",
+          "type": "execution_large_value_reference_source",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workflow_id": {
+          "name": "workflow_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "execution_large_value_references_workspace_execution_source_idx": {
+          "name": "execution_large_value_references_workspace_execution_source_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "execution_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "source",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "execution_large_value_references_workspace_id_workspace_id_fk": {
+          "name": "execution_large_value_references_workspace_id_workspace_id_fk",
+          "tableFrom": "execution_large_value_references",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "execution_large_value_references_workflow_id_workflow_id_fk": {
+          "name": "execution_large_value_references_workflow_id_workflow_id_fk",
+          "tableFrom": "execution_large_value_references",
+          "tableTo": "workflow",
+          "columnsFrom": ["workflow_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {
+        "execution_large_value_references_key_execution_id_source_pk": {
+          "name": "execution_large_value_references_key_execution_id_source_pk",
+          "columns": ["key", "execution_id", "source"]
+        }
+      },
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.execution_large_values": {
+      "name": "execution_large_values",
+      "schema": "",
+      "columns": {
+        "key": {
+          "name": "key",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workflow_id": {
+          "name": "workflow_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "owner_execution_id": {
+          "name": "owner_execution_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "size": {
+          "name": "size",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "deleted_at": {
+          "name": "deleted_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "execution_large_values_owner_execution_id_idx": {
+          "name": "execution_large_values_owner_execution_id_idx",
+          "columns": [
+            {
+              "expression": "owner_execution_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "execution_large_values_cleanup_idx": {
+          "name": "execution_large_values_cleanup_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "key",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"execution_large_values\".\"deleted_at\" IS NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "execution_large_values_tombstone_cleanup_idx": {
+          "name": "execution_large_values_tombstone_cleanup_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "deleted_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "key",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"execution_large_values\".\"deleted_at\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "execution_large_values_workspace_id_workspace_id_fk": {
+          "name": "execution_large_values_workspace_id_workspace_id_fk",
+          "tableFrom": "execution_large_values",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "execution_large_values_workflow_id_workflow_id_fk": {
+          "name": "execution_large_values_workflow_id_workflow_id_fk",
+          "tableFrom": "execution_large_values",
+          "tableTo": "workflow",
+          "columnsFrom": ["workflow_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.idempotency_key": {
+      "name": "idempotency_key",
+      "schema": "",
+      "columns": {
+        "key": {
+          "name": "key",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "result": {
+          "name": "result",
+          "type": "json",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "idempotency_key_created_at_idx": {
+          "name": "idempotency_key_created_at_idx",
+          "columns": [
+            {
+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {},
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.invitation": {
+      "name": "invitation",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "kind": {
+          "name": "kind",
+          "type": "invitation_kind",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'organization'"
+        },
+        "email": {
+          "name": "email",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "inviter_id": {
+          "name": "inviter_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "membership_intent": {
+          "name": "membership_intent",
+          "type": "invitation_membership_intent",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'internal'"
+        },
+        "role": {
+          "name": "role",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "invitation_status",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'pending'"
+        },
+        "token": {
+          "name": "token",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "expires_at": {
+          "name": "expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "invitation_email_idx": {
+          "name": "invitation_email_idx",
+          "columns": [
+            {
+              "expression": "email",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "invitation_organization_id_idx": {
+          "name": "invitation_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "invitation_status_idx": {
+          "name": "invitation_status_idx",
+          "columns": [
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "invitation_pending_email_org_unique": {
+          "name": "invitation_pending_email_org_unique",
+          "columns": [
+            {
+              "expression": "email",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "\"invitation\".\"status\" = 'pending' AND \"invitation\".\"organization_id\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "invitation_inviter_id_user_id_fk": {
+          "name": "invitation_inviter_id_user_id_fk",
+          "tableFrom": "invitation",
+          "tableTo": "user",
+          "columnsFrom": ["inviter_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "invitation_organization_id_organization_id_fk": {
+          "name": "invitation_organization_id_organization_id_fk",
+          "tableFrom": "invitation",
+          "tableTo": "organization",
+          "columnsFrom": ["organization_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "invitation_token_unique": {
+          "name": "invitation_token_unique",
+          "nullsNotDistinct": false,
+          "columns": ["token"]
+        }
+      },
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.invitation_workspace_grant": {
+      "name": "invitation_workspace_grant",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "invitation_id": {
+          "name": "invitation_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "permission": {
+          "name": "permission",
+          "type": "permission_type",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "invitation_workspace_grant_unique": {
+          "name": "invitation_workspace_grant_unique",
+          "columns": [
+            {
+              "expression": "invitation_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "invitation_workspace_grant_workspace_id_idx": {
+          "name": "invitation_workspace_grant_workspace_id_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "invitation_workspace_grant_invitation_id_invitation_id_fk": {
+          "name": "invitation_workspace_grant_invitation_id_invitation_id_fk",
+          "tableFrom": "invitation_workspace_grant",
+          "tableTo": "invitation",
+          "columnsFrom": ["invitation_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "invitation_workspace_grant_workspace_id_workspace_id_fk": {
+          "name": "invitation_workspace_grant_workspace_id_workspace_id_fk",
+          "tableFrom": "invitation_workspace_grant",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.job_execution_logs": {
+      "name": "job_execution_logs",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "schedule_id": {
+          "name": "schedule_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "execution_id": {
+          "name": "execution_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "level": {
+          "name": "level",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'running'"
+        },
+        "trigger": {
+          "name": "trigger",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "started_at": {
+          "name": "started_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "ended_at": {
+          "name": "ended_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "total_duration_ms": {
+          "name": "total_duration_ms",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "execution_data": {
+          "name": "execution_data",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'"
+        },
+        "cost": {
+          "name": "cost",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "job_execution_logs_schedule_id_idx": {
+          "name": "job_execution_logs_schedule_id_idx",
+          "columns": [
+            {
+              "expression": "schedule_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "job_execution_logs_workspace_started_at_idx": {
+          "name": "job_execution_logs_workspace_started_at_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "started_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "job_execution_logs_workspace_ended_at_id_idx": {
+          "name": "job_execution_logs_workspace_ended_at_id_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "date_trunc('milliseconds', \"ended_at\")",
+              "asc": true,
+              "isExpression": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "job_execution_logs_execution_id_unique": {
+          "name": "job_execution_logs_execution_id_unique",
+          "columns": [
+            {
+              "expression": "execution_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "job_execution_logs_trigger_idx": {
+          "name": "job_execution_logs_trigger_idx",
+          "columns": [
+            {
+              "expression": "trigger",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "job_execution_logs_schedule_id_workflow_schedule_id_fk": {
+          "name": "job_execution_logs_schedule_id_workflow_schedule_id_fk",
+          "tableFrom": "job_execution_logs",
+          "tableTo": "workflow_schedule",
+          "columnsFrom": ["schedule_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        },
+        "job_execution_logs_workspace_id_workspace_id_fk": {
+          "name": "job_execution_logs_workspace_id_workspace_id_fk",
+          "tableFrom": "job_execution_logs",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.knowledge_base": {
+      "name": "knowledge_base",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "description": {
+          "name": "description",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "token_count": {
+          "name": "token_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "embedding_model": {
+          "name": "embedding_model",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'text-embedding-3-small'"
+        },
+        "embedding_dimension": {
+          "name": "embedding_dimension",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 1536
+        },
+        "chunking_config": {
+          "name": "chunking_config",
+          "type": "json",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{\"maxSize\": 1024, \"minSize\": 1, \"overlap\": 200}'"
+        },
+        "deleted_at": {
+          "name": "deleted_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "kb_user_id_idx": {
+          "name": "kb_user_id_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "kb_workspace_id_idx": {
+          "name": "kb_workspace_id_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "kb_user_workspace_idx": {
+          "name": "kb_user_workspace_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "kb_deleted_at_idx": {
+          "name": "kb_deleted_at_idx",
+          "columns": [
+            {
+              "expression": "deleted_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "kb_workspace_deleted_partial_idx": {
+          "name": "kb_workspace_deleted_partial_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "deleted_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"knowledge_base\".\"deleted_at\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "kb_workspace_name_active_unique": {
+          "name": "kb_workspace_name_active_unique",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "name",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "\"knowledge_base\".\"deleted_at\" IS NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "knowledge_base_user_id_user_id_fk": {
+          "name": "knowledge_base_user_id_user_id_fk",
+          "tableFrom": "knowledge_base",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "knowledge_base_workspace_id_workspace_id_fk": {
+          "name": "knowledge_base_workspace_id_workspace_id_fk",
+          "tableFrom": "knowledge_base",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "no action",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.knowledge_base_tag_definitions": {
+      "name": "knowledge_base_tag_definitions",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "knowledge_base_id": {
+          "name": "knowledge_base_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "tag_slot": {
+          "name": "tag_slot",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "display_name": {
+          "name": "display_name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "field_type": {
+          "name": "field_type",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'text'"
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "kb_tag_definitions_kb_slot_idx": {
+          "name": "kb_tag_definitions_kb_slot_idx",
+          "columns": [
+            {
+              "expression": "knowledge_base_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "tag_slot",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "kb_tag_definitions_kb_display_name_idx": {
+          "name": "kb_tag_definitions_kb_display_name_idx",
+          "columns": [
+            {
+              "expression": "knowledge_base_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "display_name",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "kb_tag_definitions_kb_id_idx": {
+          "name": "kb_tag_definitions_kb_id_idx",
+          "columns": [
+            {
+              "expression": "knowledge_base_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "knowledge_base_tag_definitions_knowledge_base_id_knowledge_base_id_fk": {
+          "name": "knowledge_base_tag_definitions_knowledge_base_id_knowledge_base_id_fk",
+          "tableFrom": "knowledge_base_tag_definitions",
+          "tableTo": "knowledge_base",
+          "columnsFrom": ["knowledge_base_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.knowledge_connector": {
+      "name": "knowledge_connector",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "knowledge_base_id": {
+          "name": "knowledge_base_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "connector_type": {
+          "name": "connector_type",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "credential_id": {
+          "name": "credential_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "encrypted_api_key": {
+          "name": "encrypted_api_key",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "source_config": {
+          "name": "source_config",
+          "type": "json",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "sync_mode": {
+          "name": "sync_mode",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'full'"
+        },
+        "sync_interval_minutes": {
+          "name": "sync_interval_minutes",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 1440
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'active'"
+        },
+        "last_sync_at": {
+          "name": "last_sync_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "last_sync_error": {
+          "name": "last_sync_error",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "last_sync_doc_count": {
+          "name": "last_sync_doc_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "next_sync_at": {
+          "name": "next_sync_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "consecutive_failures": {
+          "name": "consecutive_failures",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "archived_at": {
+          "name": "archived_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "deleted_at": {
+          "name": "deleted_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "kc_knowledge_base_id_idx": {
+          "name": "kc_knowledge_base_id_idx",
+          "columns": [
+            {
+              "expression": "knowledge_base_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "kc_status_next_sync_idx": {
+          "name": "kc_status_next_sync_idx",
+          "columns": [
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "next_sync_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "kc_archived_at_partial_idx": {
+          "name": "kc_archived_at_partial_idx",
+          "columns": [
+            {
+              "expression": "archived_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"knowledge_connector\".\"archived_at\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "kc_deleted_at_partial_idx": {
+          "name": "kc_deleted_at_partial_idx",
+          "columns": [
+            {
+              "expression": "deleted_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"knowledge_connector\".\"deleted_at\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "knowledge_connector_knowledge_base_id_knowledge_base_id_fk": {
+          "name": "knowledge_connector_knowledge_base_id_knowledge_base_id_fk",
+          "tableFrom": "knowledge_connector",
+          "tableTo": "knowledge_base",
+          "columnsFrom": ["knowledge_base_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.knowledge_connector_sync_log": {
+      "name": "knowledge_connector_sync_log",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "connector_id": {
+          "name": "connector_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "started_at": {
+          "name": "started_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "completed_at": {
+          "name": "completed_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "docs_added": {
+          "name": "docs_added",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "docs_updated": {
+          "name": "docs_updated",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "docs_deleted": {
+          "name": "docs_deleted",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "docs_unchanged": {
+          "name": "docs_unchanged",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "docs_failed": {
+          "name": "docs_failed",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "error_message": {
+          "name": "error_message",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "kcsl_connector_id_idx": {
+          "name": "kcsl_connector_id_idx",
+          "columns": [
+            {
+              "expression": "connector_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "knowledge_connector_sync_log_connector_id_knowledge_connector_id_fk": {
+          "name": "knowledge_connector_sync_log_connector_id_knowledge_connector_id_fk",
+          "tableFrom": "knowledge_connector_sync_log",
+          "tableTo": "knowledge_connector",
+          "columnsFrom": ["connector_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.mcp_server_oauth": {
+      "name": "mcp_server_oauth",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "mcp_server_id": {
+          "name": "mcp_server_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "client_information": {
+          "name": "client_information",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "tokens": {
+          "name": "tokens",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "code_verifier": {
+          "name": "code_verifier",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "state": {
+          "name": "state",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "state_created_at": {
+          "name": "state_created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "last_refreshed_at": {
+          "name": "last_refreshed_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "mcp_server_oauth_server_unique": {
+          "name": "mcp_server_oauth_server_unique",
+          "columns": [
+            {
+              "expression": "mcp_server_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "mcp_server_oauth_state_idx": {
+          "name": "mcp_server_oauth_state_idx",
+          "columns": [
+            {
+              "expression": "state",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "mcp_server_oauth_mcp_server_id_mcp_servers_id_fk": {
+          "name": "mcp_server_oauth_mcp_server_id_mcp_servers_id_fk",
+          "tableFrom": "mcp_server_oauth",
+          "tableTo": "mcp_servers",
+          "columnsFrom": ["mcp_server_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "mcp_server_oauth_user_id_user_id_fk": {
+          "name": "mcp_server_oauth_user_id_user_id_fk",
+          "tableFrom": "mcp_server_oauth",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        },
+        "mcp_server_oauth_workspace_id_workspace_id_fk": {
+          "name": "mcp_server_oauth_workspace_id_workspace_id_fk",
+          "tableFrom": "mcp_server_oauth",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.mcp_servers": {
+      "name": "mcp_servers",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_by": {
+          "name": "created_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "description": {
+          "name": "description",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "transport": {
+          "name": "transport",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "url": {
+          "name": "url",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "auth_type": {
+          "name": "auth_type",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'headers'"
+        },
+        "oauth_client_id": {
+          "name": "oauth_client_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "oauth_client_secret": {
+          "name": "oauth_client_secret",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "headers": {
+          "name": "headers",
+          "type": "json",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "'{}'"
+        },
+        "timeout": {
+          "name": "timeout",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false,
+          "default": 30000
+        },
+        "retries": {
+          "name": "retries",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false,
+          "default": 3
+        },
+        "enabled": {
+          "name": "enabled",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": true
+        },
+        "last_connected": {
+          "name": "last_connected",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "connection_status": {
+          "name": "connection_status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "'disconnected'"
+        },
+        "last_error": {
+          "name": "last_error",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "status_config": {
+          "name": "status_config",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "'{}'"
+        },
+        "tool_count": {
+          "name": "tool_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false,
+          "default": 0
+        },
+        "last_tools_refresh": {
+          "name": "last_tools_refresh",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "total_requests": {
+          "name": "total_requests",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false,
+          "default": 0
+        },
+        "last_used": {
+          "name": "last_used",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "deleted_at": {
+          "name": "deleted_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "mcp_servers_workspace_enabled_idx": {
+          "name": "mcp_servers_workspace_enabled_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "enabled",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "mcp_servers_workspace_deleted_partial_idx": {
+          "name": "mcp_servers_workspace_deleted_partial_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "deleted_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"mcp_servers\".\"deleted_at\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "mcp_servers_workspace_id_workspace_id_fk": {
+          "name": "mcp_servers_workspace_id_workspace_id_fk",
+          "tableFrom": "mcp_servers",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "mcp_servers_created_by_user_id_fk": {
+          "name": "mcp_servers_created_by_user_id_fk",
+          "tableFrom": "mcp_servers",
+          "tableTo": "user",
+          "columnsFrom": ["created_by"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.member": {
+      "name": "member",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "role": {
+          "name": "role",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "member_user_id_unique": {
+          "name": "member_user_id_unique",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "member_organization_id_idx": {
+          "name": "member_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "member_user_id_user_id_fk": {
+          "name": "member_user_id_user_id_fk",
+          "tableFrom": "member",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "member_organization_id_organization_id_fk": {
+          "name": "member_organization_id_organization_id_fk",
+          "tableFrom": "member",
+          "tableTo": "organization",
+          "columnsFrom": ["organization_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.memory": {
+      "name": "memory",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "key": {
+          "name": "key",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "data": {
+          "name": "data",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "deleted_at": {
+          "name": "deleted_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "memory_key_idx": {
+          "name": "memory_key_idx",
+          "columns": [
+            {
+              "expression": "key",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "memory_workspace_idx": {
+          "name": "memory_workspace_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "memory_workspace_key_idx": {
+          "name": "memory_workspace_key_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "key",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "memory_workspace_deleted_partial_idx": {
+          "name": "memory_workspace_deleted_partial_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "deleted_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"memory\".\"deleted_at\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "memory_workspace_id_workspace_id_fk": {
+          "name": "memory_workspace_id_workspace_id_fk",
+          "tableFrom": "memory",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.mothership_inbox_allowed_sender": {
+      "name": "mothership_inbox_allowed_sender",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "email": {
+          "name": "email",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "label": {
+          "name": "label",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "added_by": {
+          "name": "added_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "inbox_sender_ws_email_idx": {
+          "name": "inbox_sender_ws_email_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "email",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "mothership_inbox_allowed_sender_workspace_id_workspace_id_fk": {
+          "name": "mothership_inbox_allowed_sender_workspace_id_workspace_id_fk",
+          "tableFrom": "mothership_inbox_allowed_sender",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "mothership_inbox_allowed_sender_added_by_user_id_fk": {
+          "name": "mothership_inbox_allowed_sender_added_by_user_id_fk",
+          "tableFrom": "mothership_inbox_allowed_sender",
+          "tableTo": "user",
+          "columnsFrom": ["added_by"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.mothership_inbox_task": {
+      "name": "mothership_inbox_task",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "from_email": {
+          "name": "from_email",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "from_name": {
+          "name": "from_name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "subject": {
+          "name": "subject",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "body_preview": {
+          "name": "body_preview",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "body_text": {
+          "name": "body_text",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "body_html": {
+          "name": "body_html",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "email_message_id": {
+          "name": "email_message_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "in_reply_to": {
+          "name": "in_reply_to",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "response_message_id": {
+          "name": "response_message_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "agentmail_message_id": {
+          "name": "agentmail_message_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'received'"
+        },
+        "chat_id": {
+          "name": "chat_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "trigger_job_id": {
+          "name": "trigger_job_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "result_summary": {
+          "name": "result_summary",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "error_message": {
+          "name": "error_message",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "rejection_reason": {
+          "name": "rejection_reason",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "has_attachments": {
+          "name": "has_attachments",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "cc_recipients": {
+          "name": "cc_recipients",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "processing_started_at": {
+          "name": "processing_started_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "completed_at": {
+          "name": "completed_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "inbox_task_ws_created_at_idx": {
+          "name": "inbox_task_ws_created_at_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "inbox_task_ws_status_idx": {
+          "name": "inbox_task_ws_status_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "inbox_task_response_msg_id_idx": {
+          "name": "inbox_task_response_msg_id_idx",
+          "columns": [
+            {
+              "expression": "response_message_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "inbox_task_email_msg_id_idx": {
+          "name": "inbox_task_email_msg_id_idx",
+          "columns": [
+            {
+              "expression": "email_message_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "mothership_inbox_task_workspace_id_workspace_id_fk": {
+          "name": "mothership_inbox_task_workspace_id_workspace_id_fk",
+          "tableFrom": "mothership_inbox_task",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "mothership_inbox_task_chat_id_copilot_chats_id_fk": {
+          "name": "mothership_inbox_task_chat_id_copilot_chats_id_fk",
+          "tableFrom": "mothership_inbox_task",
+          "tableTo": "copilot_chats",
+          "columnsFrom": ["chat_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.mothership_inbox_webhook": {
+      "name": "mothership_inbox_webhook",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "webhook_id": {
+          "name": "webhook_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "secret": {
+          "name": "secret",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {
+        "mothership_inbox_webhook_workspace_id_workspace_id_fk": {
+          "name": "mothership_inbox_webhook_workspace_id_workspace_id_fk",
+          "tableFrom": "mothership_inbox_webhook",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "mothership_inbox_webhook_workspace_id_unique": {
+          "name": "mothership_inbox_webhook_workspace_id_unique",
+          "nullsNotDistinct": false,
+          "columns": ["workspace_id"]
+        }
+      },
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.mothership_settings": {
+      "name": "mothership_settings",
+      "schema": "",
+      "columns": {
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "mcp_tool_refs": {
+          "name": "mcp_tool_refs",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'[]'::jsonb"
+        },
+        "custom_tool_refs": {
+          "name": "custom_tool_refs",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'[]'::jsonb"
+        },
+        "skill_refs": {
+          "name": "skill_refs",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'[]'::jsonb"
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "mothership_settings_workspace_id_idx": {
+          "name": "mothership_settings_workspace_id_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "mothership_settings_workspace_id_workspace_id_fk": {
+          "name": "mothership_settings_workspace_id_workspace_id_fk",
+          "tableFrom": "mothership_settings",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.organization": {
+      "name": "organization",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "slug": {
+          "name": "slug",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "logo": {
+          "name": "logo",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "metadata": {
+          "name": "metadata",
+          "type": "json",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "whitelabel_settings": {
+          "name": "whitelabel_settings",
+          "type": "json",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "data_retention_settings": {
+          "name": "data_retention_settings",
+          "type": "json",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "org_usage_limit": {
+          "name": "org_usage_limit",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "storage_used_bytes": {
+          "name": "storage_used_bytes",
+          "type": "bigint",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "departed_member_usage": {
+          "name": "departed_member_usage",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "credit_balance": {
+          "name": "credit_balance",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {},
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.organization_member_usage_limit": {
+      "name": "organization_member_usage_limit",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "usage_limit": {
+          "name": "usage_limit",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "set_by": {
+          "name": "set_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "org_member_usage_limit_org_user_unique": {
+          "name": "org_member_usage_limit_org_user_unique",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "org_member_usage_limit_organization_id_idx": {
+          "name": "org_member_usage_limit_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "organization_member_usage_limit_organization_id_organization_id_fk": {
+          "name": "organization_member_usage_limit_organization_id_organization_id_fk",
+          "tableFrom": "organization_member_usage_limit",
+          "tableTo": "organization",
+          "columnsFrom": ["organization_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "organization_member_usage_limit_user_id_user_id_fk": {
+          "name": "organization_member_usage_limit_user_id_user_id_fk",
+          "tableFrom": "organization_member_usage_limit",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "organization_member_usage_limit_set_by_user_id_fk": {
+          "name": "organization_member_usage_limit_set_by_user_id_fk",
+          "tableFrom": "organization_member_usage_limit",
+          "tableTo": "user",
+          "columnsFrom": ["set_by"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.outbox_event": {
+      "name": "outbox_event",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "event_type": {
+          "name": "event_type",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "payload": {
+          "name": "payload",
+          "type": "json",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'pending'"
+        },
+        "attempts": {
+          "name": "attempts",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "max_attempts": {
+          "name": "max_attempts",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 10
+        },
+        "available_at": {
+          "name": "available_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "locked_at": {
+          "name": "locked_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "last_error": {
+          "name": "last_error",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "processed_at": {
+          "name": "processed_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "outbox_event_status_available_idx": {
+          "name": "outbox_event_status_available_idx",
+          "columns": [
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "available_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "outbox_event_locked_at_idx": {
+          "name": "outbox_event_locked_at_idx",
+          "columns": [
+            {
+              "expression": "locked_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {},
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.paused_executions": {
+      "name": "paused_executions",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workflow_id": {
+          "name": "workflow_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "execution_id": {
+          "name": "execution_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "execution_snapshot": {
+          "name": "execution_snapshot",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "pause_points": {
+          "name": "pause_points",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "total_pause_count": {
+          "name": "total_pause_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "resumed_count": {
+          "name": "resumed_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'paused'"
+        },
+        "metadata": {
+          "name": "metadata",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'::jsonb"
+        },
+        "paused_at": {
+          "name": "paused_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "expires_at": {
+          "name": "expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "next_resume_at": {
+          "name": "next_resume_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "paused_executions_workflow_id_idx": {
+          "name": "paused_executions_workflow_id_idx",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "paused_executions_status_idx": {
+          "name": "paused_executions_status_idx",
+          "columns": [
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "paused_executions_execution_id_unique": {
+          "name": "paused_executions_execution_id_unique",
+          "columns": [
+            {
+              "expression": "execution_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "paused_executions_next_resume_at_idx": {
+          "name": "paused_executions_next_resume_at_idx",
+          "columns": [
+            {
+              "expression": "next_resume_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "status = 'paused' AND next_resume_at IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "paused_executions_workflow_id_workflow_id_fk": {
+          "name": "paused_executions_workflow_id_workflow_id_fk",
+          "tableFrom": "paused_executions",
+          "tableTo": "workflow",
+          "columnsFrom": ["workflow_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.pending_credential_draft": {
+      "name": "pending_credential_draft",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "provider_id": {
+          "name": "provider_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "display_name": {
+          "name": "display_name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "description": {
+          "name": "description",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "credential_id": {
+          "name": "credential_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "expires_at": {
+          "name": "expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "pending_draft_user_provider_ws": {
+          "name": "pending_draft_user_provider_ws",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "provider_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "pending_credential_draft_user_id_user_id_fk": {
+          "name": "pending_credential_draft_user_id_user_id_fk",
+          "tableFrom": "pending_credential_draft",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "pending_credential_draft_workspace_id_workspace_id_fk": {
+          "name": "pending_credential_draft_workspace_id_workspace_id_fk",
+          "tableFrom": "pending_credential_draft",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "pending_credential_draft_credential_id_credential_id_fk": {
+          "name": "pending_credential_draft_credential_id_credential_id_fk",
+          "tableFrom": "pending_credential_draft",
+          "tableTo": "credential",
+          "columnsFrom": ["credential_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.permission_group": {
+      "name": "permission_group",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "description": {
+          "name": "description",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "config": {
+          "name": "config",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'"
+        },
+        "created_by": {
+          "name": "created_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "is_default": {
+          "name": "is_default",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "applies_to_all_workspaces": {
+          "name": "applies_to_all_workspaces",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": true
+        }
+      },
+      "indexes": {
+        "permission_group_created_by_idx": {
+          "name": "permission_group_created_by_idx",
+          "columns": [
+            {
+              "expression": "created_by",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "permission_group_organization_name_unique": {
+          "name": "permission_group_organization_name_unique",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "name",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "permission_group_organization_default_unique": {
+          "name": "permission_group_organization_default_unique",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "is_default = true",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "permission_group_organization_id_organization_id_fk": {
+          "name": "permission_group_organization_id_organization_id_fk",
+          "tableFrom": "permission_group",
+          "tableTo": "organization",
+          "columnsFrom": ["organization_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "permission_group_created_by_user_id_fk": {
+          "name": "permission_group_created_by_user_id_fk",
+          "tableFrom": "permission_group",
+          "tableTo": "user",
+          "columnsFrom": ["created_by"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.permission_group_member": {
+      "name": "permission_group_member",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "permission_group_id": {
+          "name": "permission_group_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "assigned_by": {
+          "name": "assigned_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "assigned_at": {
+          "name": "assigned_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "permission_group_member_group_id_idx": {
+          "name": "permission_group_member_group_id_idx",
+          "columns": [
+            {
+              "expression": "permission_group_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "permission_group_member_group_user_unique": {
+          "name": "permission_group_member_group_user_unique",
+          "columns": [
+            {
+              "expression": "permission_group_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "permission_group_member_organization_user_idx": {
+          "name": "permission_group_member_organization_user_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "permission_group_member_permission_group_id_permission_group_id_fk": {
+          "name": "permission_group_member_permission_group_id_permission_group_id_fk",
+          "tableFrom": "permission_group_member",
+          "tableTo": "permission_group",
+          "columnsFrom": ["permission_group_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "permission_group_member_organization_id_organization_id_fk": {
+          "name": "permission_group_member_organization_id_organization_id_fk",
+          "tableFrom": "permission_group_member",
+          "tableTo": "organization",
+          "columnsFrom": ["organization_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "permission_group_member_user_id_user_id_fk": {
+          "name": "permission_group_member_user_id_user_id_fk",
+          "tableFrom": "permission_group_member",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "permission_group_member_assigned_by_user_id_fk": {
+          "name": "permission_group_member_assigned_by_user_id_fk",
+          "tableFrom": "permission_group_member",
+          "tableTo": "user",
+          "columnsFrom": ["assigned_by"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.permission_group_workspace": {
+      "name": "permission_group_workspace",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "permission_group_id": {
+          "name": "permission_group_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "permission_group_workspace_workspace_id_idx": {
+          "name": "permission_group_workspace_workspace_id_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "permission_group_workspace_group_workspace_unique": {
+          "name": "permission_group_workspace_group_workspace_unique",
+          "columns": [
+            {
+              "expression": "permission_group_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "permission_group_workspace_permission_group_id_permission_group_id_fk": {
+          "name": "permission_group_workspace_permission_group_id_permission_group_id_fk",
+          "tableFrom": "permission_group_workspace",
+          "tableTo": "permission_group",
+          "columnsFrom": ["permission_group_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "permission_group_workspace_workspace_id_workspace_id_fk": {
+          "name": "permission_group_workspace_workspace_id_workspace_id_fk",
+          "tableFrom": "permission_group_workspace",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "permission_group_workspace_organization_id_organization_id_fk": {
+          "name": "permission_group_workspace_organization_id_organization_id_fk",
+          "tableFrom": "permission_group_workspace",
+          "tableTo": "organization",
+          "columnsFrom": ["organization_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.permissions": {
+      "name": "permissions",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "entity_type": {
+          "name": "entity_type",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "entity_id": {
+          "name": "entity_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "permission_type": {
+          "name": "permission_type",
+          "type": "permission_type",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "permissions_user_id_idx": {
+          "name": "permissions_user_id_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "permissions_entity_idx": {
+          "name": "permissions_entity_idx",
+          "columns": [
+            {
+              "expression": "entity_type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "entity_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "permissions_user_entity_type_idx": {
+          "name": "permissions_user_entity_type_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "entity_type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "permissions_user_entity_permission_idx": {
+          "name": "permissions_user_entity_permission_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "entity_type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "permission_type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "permissions_user_entity_idx": {
+          "name": "permissions_user_entity_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "entity_type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "entity_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "permissions_unique_constraint": {
+          "name": "permissions_unique_constraint",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "entity_type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "entity_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "permissions_user_id_user_id_fk": {
+          "name": "permissions_user_id_user_id_fk",
+          "tableFrom": "permissions",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.rate_limit_bucket": {
+      "name": "rate_limit_bucket",
+      "schema": "",
+      "columns": {
+        "key": {
+          "name": "key",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "tokens": {
+          "name": "tokens",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "last_refill_at": {
+          "name": "last_refill_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {},
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.resume_queue": {
+      "name": "resume_queue",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "paused_execution_id": {
+          "name": "paused_execution_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "parent_execution_id": {
+          "name": "parent_execution_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "new_execution_id": {
+          "name": "new_execution_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "context_id": {
+          "name": "context_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "resume_input": {
+          "name": "resume_input",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'pending'"
+        },
+        "queued_at": {
+          "name": "queued_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "claimed_at": {
+          "name": "claimed_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "completed_at": {
+          "name": "completed_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "failure_reason": {
+          "name": "failure_reason",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "resume_queue_parent_status_idx": {
+          "name": "resume_queue_parent_status_idx",
+          "columns": [
+            {
+              "expression": "parent_execution_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "queued_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "resume_queue_new_execution_idx": {
+          "name": "resume_queue_new_execution_idx",
+          "columns": [
+            {
+              "expression": "new_execution_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "resume_queue_paused_execution_id_paused_executions_id_fk": {
+          "name": "resume_queue_paused_execution_id_paused_executions_id_fk",
+          "tableFrom": "resume_queue",
+          "tableTo": "paused_executions",
+          "columnsFrom": ["paused_execution_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.session": {
+      "name": "session",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "expires_at": {
+          "name": "expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "token": {
+          "name": "token",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "ip_address": {
+          "name": "ip_address",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "user_agent": {
+          "name": "user_agent",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "active_organization_id": {
+          "name": "active_organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "impersonated_by": {
+          "name": "impersonated_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "session_user_id_idx": {
+          "name": "session_user_id_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "session_token_idx": {
+          "name": "session_token_idx",
+          "columns": [
+            {
+              "expression": "token",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "session_user_id_user_id_fk": {
+          "name": "session_user_id_user_id_fk",
+          "tableFrom": "session",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "session_active_organization_id_organization_id_fk": {
+          "name": "session_active_organization_id_organization_id_fk",
+          "tableFrom": "session",
+          "tableTo": "organization",
+          "columnsFrom": ["active_organization_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "session_token_unique": {
+          "name": "session_token_unique",
+          "nullsNotDistinct": false,
+          "columns": ["token"]
+        }
+      },
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.settings": {
+      "name": "settings",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "theme": {
+          "name": "theme",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'system'"
+        },
+        "auto_connect": {
+          "name": "auto_connect",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": true
+        },
+        "telemetry_enabled": {
+          "name": "telemetry_enabled",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": true
+        },
+        "email_preferences": {
+          "name": "email_preferences",
+          "type": "json",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'"
+        },
+        "billing_usage_notifications_enabled": {
+          "name": "billing_usage_notifications_enabled",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": true
+        },
+        "show_training_controls": {
+          "name": "show_training_controls",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "super_user_mode_enabled": {
+          "name": "super_user_mode_enabled",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": true
+        },
+        "mothership_environment": {
+          "name": "mothership_environment",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'default'"
+        },
+        "error_notifications_enabled": {
+          "name": "error_notifications_enabled",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": true
+        },
+        "snap_to_grid_size": {
+          "name": "snap_to_grid_size",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "show_action_bar": {
+          "name": "show_action_bar",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": true
+        },
+        "timezone": {
+          "name": "timezone",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "copilot_enabled_models": {
+          "name": "copilot_enabled_models",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'"
+        },
+        "copilot_auto_allowed_tools": {
+          "name": "copilot_auto_allowed_tools",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'[]'"
+        },
+        "last_active_workspace_id": {
+          "name": "last_active_workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {
+        "settings_user_id_user_id_fk": {
+          "name": "settings_user_id_user_id_fk",
+          "tableFrom": "settings",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "settings_user_id_unique": {
+          "name": "settings_user_id_unique",
+          "nullsNotDistinct": false,
+          "columns": ["user_id"]
+        }
+      },
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.sim_trigger_state": {
+      "name": "sim_trigger_state",
+      "schema": "",
+      "columns": {
+        "workflow_id": {
+          "name": "workflow_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "block_id": {
+          "name": "block_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "scope_key": {
+          "name": "scope_key",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "''"
+        },
+        "last_fired_at": {
+          "name": "last_fired_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {
+        "sim_trigger_state_workflow_id_workflow_id_fk": {
+          "name": "sim_trigger_state_workflow_id_workflow_id_fk",
+          "tableFrom": "sim_trigger_state",
+          "tableTo": "workflow",
+          "columnsFrom": ["workflow_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {
+        "sim_trigger_state_workflow_id_block_id_scope_key_pk": {
+          "name": "sim_trigger_state_workflow_id_block_id_scope_key_pk",
+          "columns": ["workflow_id", "block_id", "scope_key"]
+        }
+      },
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.skill": {
+      "name": "skill",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "description": {
+          "name": "description",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "content": {
+          "name": "content",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "skill_workspace_name_unique": {
+          "name": "skill_workspace_name_unique",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "name",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "skill_workspace_id_workspace_id_fk": {
+          "name": "skill_workspace_id_workspace_id_fk",
+          "tableFrom": "skill",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "skill_user_id_user_id_fk": {
+          "name": "skill_user_id_user_id_fk",
+          "tableFrom": "skill",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.sso_provider": {
+      "name": "sso_provider",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "issuer": {
+          "name": "issuer",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "domain": {
+          "name": "domain",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "oidc_config": {
+          "name": "oidc_config",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "saml_config": {
+          "name": "saml_config",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "provider_id": {
+          "name": "provider_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "sso_provider_provider_id_idx": {
+          "name": "sso_provider_provider_id_idx",
+          "columns": [
+            {
+              "expression": "provider_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "sso_provider_domain_idx": {
+          "name": "sso_provider_domain_idx",
+          "columns": [
+            {
+              "expression": "domain",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "sso_provider_user_id_idx": {
+          "name": "sso_provider_user_id_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "sso_provider_organization_id_idx": {
+          "name": "sso_provider_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "sso_provider_user_id_user_id_fk": {
+          "name": "sso_provider_user_id_user_id_fk",
+          "tableFrom": "sso_provider",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "sso_provider_organization_id_organization_id_fk": {
+          "name": "sso_provider_organization_id_organization_id_fk",
+          "tableFrom": "sso_provider",
+          "tableTo": "organization",
+          "columnsFrom": ["organization_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.subscription": {
+      "name": "subscription",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "plan": {
+          "name": "plan",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "reference_id": {
+          "name": "reference_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "stripe_customer_id": {
+          "name": "stripe_customer_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "stripe_subscription_id": {
+          "name": "stripe_subscription_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "period_start": {
+          "name": "period_start",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "period_end": {
+          "name": "period_end",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "cancel_at_period_end": {
+          "name": "cancel_at_period_end",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "cancel_at": {
+          "name": "cancel_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "canceled_at": {
+          "name": "canceled_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "ended_at": {
+          "name": "ended_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "seats": {
+          "name": "seats",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "trial_start": {
+          "name": "trial_start",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "trial_end": {
+          "name": "trial_end",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "billing_interval": {
+          "name": "billing_interval",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "stripe_schedule_id": {
+          "name": "stripe_schedule_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "metadata": {
+          "name": "metadata",
+          "type": "json",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "subscription_reference_status_idx": {
+          "name": "subscription_reference_status_idx",
+          "columns": [
+            {
+              "expression": "reference_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {},
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {
+        "check_enterprise_metadata": {
+          "name": "check_enterprise_metadata",
+          "value": "plan != 'enterprise' OR metadata IS NOT NULL"
+        }
+      },
+      "isRLSEnabled": false
+    },
+    "public.table_jobs": {
+      "name": "table_jobs",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "table_id": {
+          "name": "table_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "type": {
+          "name": "type",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'running'"
+        },
+        "payload": {
+          "name": "payload",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "rows_processed": {
+          "name": "rows_processed",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "error": {
+          "name": "error",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "started_at": {
+          "name": "started_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "completed_at": {
+          "name": "completed_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "table_jobs_one_active_per_table": {
+          "name": "table_jobs_one_active_per_table",
+          "columns": [
+            {
+              "expression": "table_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "\"table_jobs\".\"status\" = 'running' AND \"table_jobs\".\"type\" <> 'export'",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "table_jobs_watchdog_idx": {
+          "name": "table_jobs_watchdog_idx",
+          "columns": [
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "updated_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "table_jobs_table_started_idx": {
+          "name": "table_jobs_table_started_idx",
+          "columns": [
+            {
+              "expression": "table_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "started_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "table_jobs_table_id_user_table_definitions_id_fk": {
+          "name": "table_jobs_table_id_user_table_definitions_id_fk",
+          "tableFrom": "table_jobs",
+          "tableTo": "user_table_definitions",
+          "columnsFrom": ["table_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "table_jobs_workspace_id_workspace_id_fk": {
+          "name": "table_jobs_workspace_id_workspace_id_fk",
+          "tableFrom": "table_jobs",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.table_row_executions": {
+      "name": "table_row_executions",
+      "schema": "",
+      "columns": {
+        "table_id": {
+          "name": "table_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "row_id": {
+          "name": "row_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "group_id": {
+          "name": "group_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "execution_id": {
+          "name": "execution_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "job_id": {
+          "name": "job_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "workflow_id": {
+          "name": "workflow_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "error": {
+          "name": "error",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "running_block_ids": {
+          "name": "running_block_ids",
+          "type": "text[]",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'::text[]"
+        },
+        "block_errors": {
+          "name": "block_errors",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'::jsonb"
+        },
+        "cancelled_at": {
+          "name": "cancelled_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "table_row_executions_table_status_idx": {
+          "name": "table_row_executions_table_status_idx",
+          "columns": [
+            {
+              "expression": "table_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"table_row_executions\".\"status\" IN ('queued', 'running', 'pending')",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "table_row_executions_execution_id_idx": {
+          "name": "table_row_executions_execution_id_idx",
+          "columns": [
+            {
+              "expression": "execution_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"table_row_executions\".\"execution_id\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "table_row_executions_table_group_idx": {
+          "name": "table_row_executions_table_group_idx",
+          "columns": [
+            {
+              "expression": "table_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "group_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "table_row_executions_table_id_user_table_definitions_id_fk": {
+          "name": "table_row_executions_table_id_user_table_definitions_id_fk",
+          "tableFrom": "table_row_executions",
+          "tableTo": "user_table_definitions",
+          "columnsFrom": ["table_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "table_row_executions_row_id_user_table_rows_id_fk": {
+          "name": "table_row_executions_row_id_user_table_rows_id_fk",
+          "tableFrom": "table_row_executions",
+          "tableTo": "user_table_rows",
+          "columnsFrom": ["row_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {
+        "table_row_executions_row_id_group_id_pk": {
+          "name": "table_row_executions_row_id_group_id_pk",
+          "columns": ["row_id", "group_id"]
+        }
+      },
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.table_run_dispatches": {
+      "name": "table_run_dispatches",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "table_id": {
+          "name": "table_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "request_id": {
+          "name": "request_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "mode": {
+          "name": "mode",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "scope": {
+          "name": "scope",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'pending'"
+        },
+        "cursor": {
+          "name": "cursor",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "limit": {
+          "name": "limit",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "processed_count": {
+          "name": "processed_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "is_manual_run": {
+          "name": "is_manual_run",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": true
+        },
+        "triggered_by_user_id": {
+          "name": "triggered_by_user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "requested_at": {
+          "name": "requested_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "completed_at": {
+          "name": "completed_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "cancelled_at": {
+          "name": "cancelled_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "table_run_dispatches_active_idx": {
+          "name": "table_run_dispatches_active_idx",
+          "columns": [
+            {
+              "expression": "table_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "table_run_dispatches_watchdog_idx": {
+          "name": "table_run_dispatches_watchdog_idx",
+          "columns": [
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "requested_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "table_run_dispatches_table_id_user_table_definitions_id_fk": {
+          "name": "table_run_dispatches_table_id_user_table_definitions_id_fk",
+          "tableFrom": "table_run_dispatches",
+          "tableTo": "user_table_definitions",
+          "columnsFrom": ["table_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "table_run_dispatches_workspace_id_workspace_id_fk": {
+          "name": "table_run_dispatches_workspace_id_workspace_id_fk",
+          "tableFrom": "table_run_dispatches",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "table_run_dispatches_triggered_by_user_id_user_id_fk": {
+          "name": "table_run_dispatches_triggered_by_user_id_user_id_fk",
+          "tableFrom": "table_run_dispatches",
+          "tableTo": "user",
+          "columnsFrom": ["triggered_by_user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.usage_log": {
+      "name": "usage_log",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "category": {
+          "name": "category",
+          "type": "usage_log_category",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "source": {
+          "name": "source",
+          "type": "usage_log_source",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "description": {
+          "name": "description",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "metadata": {
+          "name": "metadata",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "cost": {
+          "name": "cost",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "event_key": {
+          "name": "event_key",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "billing_entity_type": {
+          "name": "billing_entity_type",
+          "type": "billing_entity_type",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "billing_entity_id": {
+          "name": "billing_entity_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "billing_period_start": {
+          "name": "billing_period_start",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "billing_period_end": {
+          "name": "billing_period_end",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "workflow_id": {
+          "name": "workflow_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "execution_id": {
+          "name": "execution_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "usage_log_user_created_at_idx": {
+          "name": "usage_log_user_created_at_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "usage_log_source_idx": {
+          "name": "usage_log_source_idx",
+          "columns": [
+            {
+              "expression": "source",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "usage_log_workspace_id_idx": {
+          "name": "usage_log_workspace_id_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "usage_log_workflow_id_idx": {
+          "name": "usage_log_workflow_id_idx",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "usage_log_event_key_unique": {
+          "name": "usage_log_event_key_unique",
+          "columns": [
+            {
+              "expression": "event_key",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "\"usage_log\".\"event_key\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "usage_log_billing_entity_period_idx": {
+          "name": "usage_log_billing_entity_period_idx",
+          "columns": [
+            {
+              "expression": "billing_entity_type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "billing_entity_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "billing_period_start",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "billing_period_end",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"usage_log\".\"billing_entity_type\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "usage_log_workspace_created_at_idx": {
+          "name": "usage_log_workspace_created_at_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "usage_log_execution_id_idx": {
+          "name": "usage_log_execution_id_idx",
+          "columns": [
+            {
+              "expression": "execution_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "usage_log_user_id_user_id_fk": {
+          "name": "usage_log_user_id_user_id_fk",
+          "tableFrom": "usage_log",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "usage_log_workspace_id_workspace_id_fk": {
+          "name": "usage_log_workspace_id_workspace_id_fk",
+          "tableFrom": "usage_log",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        },
+        "usage_log_workflow_id_workflow_id_fk": {
+          "name": "usage_log_workflow_id_workflow_id_fk",
+          "tableFrom": "usage_log",
+          "tableTo": "workflow",
+          "columnsFrom": ["workflow_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {
+        "usage_log_billing_scope_all_or_none": {
+          "name": "usage_log_billing_scope_all_or_none",
+          "value": "(\n        (\"usage_log\".\"billing_entity_type\" IS NULL AND \"usage_log\".\"billing_entity_id\" IS NULL AND \"usage_log\".\"billing_period_start\" IS NULL AND \"usage_log\".\"billing_period_end\" IS NULL)\n        OR\n        (\"usage_log\".\"billing_entity_type\" IS NOT NULL AND \"usage_log\".\"billing_entity_id\" IS NOT NULL AND \"usage_log\".\"billing_period_start\" IS NOT NULL AND \"usage_log\".\"billing_period_end\" IS NOT NULL AND \"usage_log\".\"billing_period_start\" < \"usage_log\".\"billing_period_end\")\n      )"
+        }
+      },
+      "isRLSEnabled": false
+    },
+    "public.user": {
+      "name": "user",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "email": {
+          "name": "email",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "normalized_email": {
+          "name": "normalized_email",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "email_verified": {
+          "name": "email_verified",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "image": {
+          "name": "image",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "stripe_customer_id": {
+          "name": "stripe_customer_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "role": {
+          "name": "role",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "'user'"
+        },
+        "banned": {
+          "name": "banned",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": false,
+          "default": false
+        },
+        "ban_reason": {
+          "name": "ban_reason",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "ban_expires": {
+          "name": "ban_expires",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {},
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "user_email_unique": {
+          "name": "user_email_unique",
+          "nullsNotDistinct": false,
+          "columns": ["email"]
+        },
+        "user_normalized_email_unique": {
+          "name": "user_normalized_email_unique",
+          "nullsNotDistinct": false,
+          "columns": ["normalized_email"]
+        }
+      },
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.user_stats": {
+      "name": "user_stats",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "total_manual_executions": {
+          "name": "total_manual_executions",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "total_api_calls": {
+          "name": "total_api_calls",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "total_webhook_triggers": {
+          "name": "total_webhook_triggers",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "total_scheduled_executions": {
+          "name": "total_scheduled_executions",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "total_chat_executions": {
+          "name": "total_chat_executions",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "total_mcp_executions": {
+          "name": "total_mcp_executions",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "total_a2a_executions": {
+          "name": "total_a2a_executions",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "total_tokens_used": {
+          "name": "total_tokens_used",
+          "type": "bigint",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "total_cost": {
+          "name": "total_cost",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "current_usage_limit": {
+          "name": "current_usage_limit",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "'5'"
+        },
+        "usage_limit_updated_at": {
+          "name": "usage_limit_updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "now()"
+        },
+        "current_period_cost": {
+          "name": "current_period_cost",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "last_period_cost": {
+          "name": "last_period_cost",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "'0'"
+        },
+        "billed_overage_this_period": {
+          "name": "billed_overage_this_period",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "pro_period_cost_snapshot": {
+          "name": "pro_period_cost_snapshot",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "'0'"
+        },
+        "pro_period_cost_snapshot_at": {
+          "name": "pro_period_cost_snapshot_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "credit_balance": {
+          "name": "credit_balance",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "total_copilot_cost": {
+          "name": "total_copilot_cost",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "current_period_copilot_cost": {
+          "name": "current_period_copilot_cost",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "last_period_copilot_cost": {
+          "name": "last_period_copilot_cost",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "'0'"
+        },
+        "total_copilot_tokens": {
+          "name": "total_copilot_tokens",
+          "type": "bigint",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "total_copilot_calls": {
+          "name": "total_copilot_calls",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "total_mcp_copilot_calls": {
+          "name": "total_mcp_copilot_calls",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "total_mcp_copilot_cost": {
+          "name": "total_mcp_copilot_cost",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "current_period_mcp_copilot_cost": {
+          "name": "current_period_mcp_copilot_cost",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "storage_used_bytes": {
+          "name": "storage_used_bytes",
+          "type": "bigint",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "last_active": {
+          "name": "last_active",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "billing_blocked": {
+          "name": "billing_blocked",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "billing_blocked_reason": {
+          "name": "billing_blocked_reason",
+          "type": "billing_blocked_reason",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {
+        "user_stats_user_id_user_id_fk": {
+          "name": "user_stats_user_id_user_id_fk",
+          "tableFrom": "user_stats",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "user_stats_user_id_unique": {
+          "name": "user_stats_user_id_unique",
+          "nullsNotDistinct": false,
+          "columns": ["user_id"]
+        }
+      },
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.user_table_definitions": {
+      "name": "user_table_definitions",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "description": {
+          "name": "description",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "schema": {
+          "name": "schema",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "metadata": {
+          "name": "metadata",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "max_rows": {
+          "name": "max_rows",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 10000
+        },
+        "row_count": {
+          "name": "row_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "rows_version": {
+          "name": "rows_version",
+          "type": "bigint",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "archived_at": {
+          "name": "archived_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_by": {
+          "name": "created_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "user_table_def_workspace_id_idx": {
+          "name": "user_table_def_workspace_id_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "user_table_def_workspace_name_unique": {
+          "name": "user_table_def_workspace_name_unique",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "name",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "\"user_table_definitions\".\"archived_at\" IS NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "user_table_def_archived_at_idx": {
+          "name": "user_table_def_archived_at_idx",
+          "columns": [
+            {
+              "expression": "archived_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "user_table_def_workspace_archived_partial_idx": {
+          "name": "user_table_def_workspace_archived_partial_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "archived_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"user_table_definitions\".\"archived_at\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "user_table_definitions_workspace_id_workspace_id_fk": {
+          "name": "user_table_definitions_workspace_id_workspace_id_fk",
+          "tableFrom": "user_table_definitions",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "user_table_definitions_created_by_user_id_fk": {
+          "name": "user_table_definitions_created_by_user_id_fk",
+          "tableFrom": "user_table_definitions",
+          "tableTo": "user",
+          "columnsFrom": ["created_by"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.user_table_rows": {
+      "name": "user_table_rows",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "table_id": {
+          "name": "table_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "data": {
+          "name": "data",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "position": {
+          "name": "position",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "order_key": {
+          "name": "order_key",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "created_by": {
+          "name": "created_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "user_table_rows_tenant_data_gin_idx": {
+          "name": "user_table_rows_tenant_data_gin_idx",
+          "columns": [
+            {
+              "expression": "table_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "\"data\" jsonb_path_ops",
+              "asc": true,
+              "isExpression": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "gin",
+          "with": {}
+        },
+        "user_table_rows_workspace_table_idx": {
+          "name": "user_table_rows_workspace_table_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "table_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "user_table_rows_table_position_idx": {
+          "name": "user_table_rows_table_position_idx",
+          "columns": [
+            {
+              "expression": "table_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "position",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "user_table_rows_table_order_key_idx": {
+          "name": "user_table_rows_table_order_key_idx",
+          "columns": [
+            {
+              "expression": "table_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "order_key",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "user_table_rows_table_id_id_idx": {
+          "name": "user_table_rows_table_id_id_idx",
+          "columns": [
+            {
+              "expression": "table_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "user_table_rows_table_id_user_table_definitions_id_fk": {
+          "name": "user_table_rows_table_id_user_table_definitions_id_fk",
+          "tableFrom": "user_table_rows",
+          "tableTo": "user_table_definitions",
+          "columnsFrom": ["table_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "user_table_rows_workspace_id_workspace_id_fk": {
+          "name": "user_table_rows_workspace_id_workspace_id_fk",
+          "tableFrom": "user_table_rows",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "user_table_rows_created_by_user_id_fk": {
+          "name": "user_table_rows_created_by_user_id_fk",
+          "tableFrom": "user_table_rows",
+          "tableTo": "user",
+          "columnsFrom": ["created_by"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.verification": {
+      "name": "verification",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "identifier": {
+          "name": "identifier",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "value": {
+          "name": "value",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "expires_at": {
+          "name": "expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "verification_identifier_idx": {
+          "name": "verification_identifier_idx",
+          "columns": [
+            {
+              "expression": "identifier",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "verification_expires_at_idx": {
+          "name": "verification_expires_at_idx",
+          "columns": [
+            {
+              "expression": "expires_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {},
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.waitlist": {
+      "name": "waitlist",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "email": {
+          "name": "email",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'pending'"
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {},
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "waitlist_email_unique": {
+          "name": "waitlist_email_unique",
+          "nullsNotDistinct": false,
+          "columns": ["email"]
+        }
+      },
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.webhook": {
+      "name": "webhook",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workflow_id": {
+          "name": "workflow_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "deployment_version_id": {
+          "name": "deployment_version_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "block_id": {
+          "name": "block_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "path": {
+          "name": "path",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "provider": {
+          "name": "provider",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "provider_config": {
+          "name": "provider_config",
+          "type": "json",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "is_active": {
+          "name": "is_active",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": true
+        },
+        "failed_count": {
+          "name": "failed_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false,
+          "default": 0
+        },
+        "last_failed_at": {
+          "name": "last_failed_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "credential_set_id": {
+          "name": "credential_set_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "archived_at": {
+          "name": "archived_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "path_deployment_unique": {
+          "name": "path_deployment_unique",
+          "columns": [
+            {
+              "expression": "path",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "deployment_version_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "\"webhook\".\"archived_at\" IS NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "webhook_workflow_deployment_idx": {
+          "name": "webhook_workflow_deployment_idx",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "deployment_version_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "webhook_credential_set_id_idx": {
+          "name": "webhook_credential_set_id_idx",
+          "columns": [
+            {
+              "expression": "credential_set_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "webhook_archived_at_partial_idx": {
+          "name": "webhook_archived_at_partial_idx",
+          "columns": [
+            {
+              "expression": "archived_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"webhook\".\"archived_at\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "idx_webhook_on_provider_is_active_workflow_id_deploym_bdeed5468": {
+          "name": "idx_webhook_on_provider_is_active_workflow_id_deploym_bdeed5468",
+          "columns": [
+            {
+              "expression": "provider",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "is_active",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "deployment_version_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "idx_webhook_on_workflow_id_block_id_updated_at_desc": {
+          "name": "idx_webhook_on_workflow_id_block_id_updated_at_desc",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "block_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "updated_at",
+              "isExpression": false,
+              "asc": false,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "webhook_workflow_id_workflow_id_fk": {
+          "name": "webhook_workflow_id_workflow_id_fk",
+          "tableFrom": "webhook",
+          "tableTo": "workflow",
+          "columnsFrom": ["workflow_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "webhook_deployment_version_id_workflow_deployment_version_id_fk": {
+          "name": "webhook_deployment_version_id_workflow_deployment_version_id_fk",
+          "tableFrom": "webhook",
+          "tableTo": "workflow_deployment_version",
+          "columnsFrom": ["deployment_version_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "webhook_credential_set_id_credential_set_id_fk": {
+          "name": "webhook_credential_set_id_credential_set_id_fk",
+          "tableFrom": "webhook",
+          "tableTo": "credential_set",
+          "columnsFrom": ["credential_set_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.workflow": {
+      "name": "workflow",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "folder_id": {
+          "name": "folder_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "sort_order": {
+          "name": "sort_order",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "description": {
+          "name": "description",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "last_synced": {
+          "name": "last_synced",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "is_deployed": {
+          "name": "is_deployed",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "deployed_at": {
+          "name": "deployed_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "is_public_api": {
+          "name": "is_public_api",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "locked": {
+          "name": "locked",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "run_count": {
+          "name": "run_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "last_run_at": {
+          "name": "last_run_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "variables": {
+          "name": "variables",
+          "type": "json",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "'{}'"
+        },
+        "archived_at": {
+          "name": "archived_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "workflow_user_id_idx": {
+          "name": "workflow_user_id_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_workspace_id_idx": {
+          "name": "workflow_workspace_id_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_user_workspace_idx": {
+          "name": "workflow_user_workspace_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_workspace_folder_name_active_unique": {
+          "name": "workflow_workspace_folder_name_active_unique",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "coalesce(\"folder_id\", '')",
+              "asc": true,
+              "isExpression": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "name",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "\"workflow\".\"archived_at\" IS NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_folder_sort_idx": {
+          "name": "workflow_folder_sort_idx",
+          "columns": [
+            {
+              "expression": "folder_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "sort_order",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_archived_at_idx": {
+          "name": "workflow_archived_at_idx",
+          "columns": [
+            {
+              "expression": "archived_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_workspace_archived_partial_idx": {
+          "name": "workflow_workspace_archived_partial_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "archived_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"workflow\".\"archived_at\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "workflow_user_id_user_id_fk": {
+          "name": "workflow_user_id_user_id_fk",
+          "tableFrom": "workflow",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "workflow_workspace_id_workspace_id_fk": {
+          "name": "workflow_workspace_id_workspace_id_fk",
+          "tableFrom": "workflow",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "workflow_folder_id_workflow_folder_id_fk": {
+          "name": "workflow_folder_id_workflow_folder_id_fk",
+          "tableFrom": "workflow",
+          "tableTo": "workflow_folder",
+          "columnsFrom": ["folder_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.workflow_blocks": {
+      "name": "workflow_blocks",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workflow_id": {
+          "name": "workflow_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "type": {
+          "name": "type",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "position_x": {
+          "name": "position_x",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "position_y": {
+          "name": "position_y",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "enabled": {
+          "name": "enabled",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": true
+        },
+        "horizontal_handles": {
+          "name": "horizontal_handles",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": true
+        },
+        "is_wide": {
+          "name": "is_wide",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "advanced_mode": {
+          "name": "advanced_mode",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "trigger_mode": {
+          "name": "trigger_mode",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "locked": {
+          "name": "locked",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "height": {
+          "name": "height",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "sub_blocks": {
+          "name": "sub_blocks",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'"
+        },
+        "outputs": {
+          "name": "outputs",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'"
+        },
+        "data": {
+          "name": "data",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "'{}'"
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "workflow_blocks_workflow_id_idx": {
+          "name": "workflow_blocks_workflow_id_idx",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_blocks_type_idx": {
+          "name": "workflow_blocks_type_idx",
+          "columns": [
+            {
+              "expression": "type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "workflow_blocks_workflow_id_workflow_id_fk": {
+          "name": "workflow_blocks_workflow_id_workflow_id_fk",
+          "tableFrom": "workflow_blocks",
+          "tableTo": "workflow",
+          "columnsFrom": ["workflow_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.workflow_checkpoints": {
+      "name": "workflow_checkpoints",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true,
+          "default": "gen_random_uuid()"
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workflow_id": {
+          "name": "workflow_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "chat_id": {
+          "name": "chat_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "message_id": {
+          "name": "message_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "workflow_state": {
+          "name": "workflow_state",
+          "type": "json",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "workflow_checkpoints_user_id_idx": {
+          "name": "workflow_checkpoints_user_id_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_checkpoints_workflow_id_idx": {
+          "name": "workflow_checkpoints_workflow_id_idx",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_checkpoints_chat_id_idx": {
+          "name": "workflow_checkpoints_chat_id_idx",
+          "columns": [
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_checkpoints_message_id_idx": {
+          "name": "workflow_checkpoints_message_id_idx",
+          "columns": [
+            {
+              "expression": "message_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_checkpoints_user_workflow_idx": {
+          "name": "workflow_checkpoints_user_workflow_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_checkpoints_workflow_chat_idx": {
+          "name": "workflow_checkpoints_workflow_chat_idx",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_checkpoints_created_at_idx": {
+          "name": "workflow_checkpoints_created_at_idx",
+          "columns": [
+            {
+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_checkpoints_chat_created_at_idx": {
+          "name": "workflow_checkpoints_chat_created_at_idx",
+          "columns": [
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "workflow_checkpoints_user_id_user_id_fk": {
+          "name": "workflow_checkpoints_user_id_user_id_fk",
+          "tableFrom": "workflow_checkpoints",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "workflow_checkpoints_workflow_id_workflow_id_fk": {
+          "name": "workflow_checkpoints_workflow_id_workflow_id_fk",
+          "tableFrom": "workflow_checkpoints",
+          "tableTo": "workflow",
+          "columnsFrom": ["workflow_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "workflow_checkpoints_chat_id_copilot_chats_id_fk": {
+          "name": "workflow_checkpoints_chat_id_copilot_chats_id_fk",
+          "tableFrom": "workflow_checkpoints",
+          "tableTo": "copilot_chats",
+          "columnsFrom": ["chat_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.workflow_deployment_version": {
+      "name": "workflow_deployment_version",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workflow_id": {
+          "name": "workflow_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "version": {
+          "name": "version",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "description": {
+          "name": "description",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "state": {
+          "name": "state",
+          "type": "json",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "is_active": {
+          "name": "is_active",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "created_by": {
+          "name": "created_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "workflow_deployment_version_workflow_version_unique": {
+          "name": "workflow_deployment_version_workflow_version_unique",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "version",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_deployment_version_workflow_active_idx": {
+          "name": "workflow_deployment_version_workflow_active_idx",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "is_active",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_deployment_version_created_at_idx": {
+          "name": "workflow_deployment_version_created_at_idx",
+          "columns": [
+            {
+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "workflow_deployment_version_workflow_id_workflow_id_fk": {
+          "name": "workflow_deployment_version_workflow_id_workflow_id_fk",
+          "tableFrom": "workflow_deployment_version",
+          "tableTo": "workflow",
+          "columnsFrom": ["workflow_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.workflow_edges": {
+      "name": "workflow_edges",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workflow_id": {
+          "name": "workflow_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "source_block_id": {
+          "name": "source_block_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "target_block_id": {
+          "name": "target_block_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "source_handle": {
+          "name": "source_handle",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "target_handle": {
+          "name": "target_handle",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "workflow_edges_workflow_id_idx": {
+          "name": "workflow_edges_workflow_id_idx",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_edges_workflow_source_idx": {
+          "name": "workflow_edges_workflow_source_idx",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "source_block_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_edges_workflow_target_idx": {
+          "name": "workflow_edges_workflow_target_idx",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "target_block_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "workflow_edges_workflow_id_workflow_id_fk": {
+          "name": "workflow_edges_workflow_id_workflow_id_fk",
+          "tableFrom": "workflow_edges",
+          "tableTo": "workflow",
+          "columnsFrom": ["workflow_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "workflow_edges_source_block_id_workflow_blocks_id_fk": {
+          "name": "workflow_edges_source_block_id_workflow_blocks_id_fk",
+          "tableFrom": "workflow_edges",
+          "tableTo": "workflow_blocks",
+          "columnsFrom": ["source_block_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "workflow_edges_target_block_id_workflow_blocks_id_fk": {
+          "name": "workflow_edges_target_block_id_workflow_blocks_id_fk",
+          "tableFrom": "workflow_edges",
+          "tableTo": "workflow_blocks",
+          "columnsFrom": ["target_block_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.workflow_execution_logs": {
+      "name": "workflow_execution_logs",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workflow_id": {
+          "name": "workflow_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "execution_id": {
+          "name": "execution_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "state_snapshot_id": {
+          "name": "state_snapshot_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "deployment_version_id": {
+          "name": "deployment_version_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "level": {
+          "name": "level",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'running'"
+        },
+        "trigger": {
+          "name": "trigger",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "started_at": {
+          "name": "started_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "ended_at": {
+          "name": "ended_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "total_duration_ms": {
+          "name": "total_duration_ms",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "execution_data": {
+          "name": "execution_data",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'"
+        },
+        "cost": {
+          "name": "cost",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "cost_total": {
+          "name": "cost_total",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "models_used": {
+          "name": "models_used",
+          "type": "text[]",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "files": {
+          "name": "files",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "workflow_execution_logs_workflow_id_idx": {
+          "name": "workflow_execution_logs_workflow_id_idx",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_execution_logs_state_snapshot_id_idx": {
+          "name": "workflow_execution_logs_state_snapshot_id_idx",
+          "columns": [
+            {
+              "expression": "state_snapshot_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_execution_logs_deployment_version_id_idx": {
+          "name": "workflow_execution_logs_deployment_version_id_idx",
+          "columns": [
+            {
+              "expression": "deployment_version_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_execution_logs_trigger_idx": {
+          "name": "workflow_execution_logs_trigger_idx",
+          "columns": [
+            {
+              "expression": "trigger",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_execution_logs_level_idx": {
+          "name": "workflow_execution_logs_level_idx",
+          "columns": [
+            {
+              "expression": "level",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_execution_logs_started_at_idx": {
+          "name": "workflow_execution_logs_started_at_idx",
+          "columns": [
+            {
+              "expression": "started_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_execution_logs_execution_id_unique": {
+          "name": "workflow_execution_logs_execution_id_unique",
+          "columns": [
+            {
+              "expression": "execution_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_execution_logs_workflow_started_at_idx": {
+          "name": "workflow_execution_logs_workflow_started_at_idx",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "started_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_execution_logs_workspace_started_at_idx": {
+          "name": "workflow_execution_logs_workspace_started_at_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "started_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_execution_logs_workspace_started_at_id_desc_idx": {
+          "name": "workflow_execution_logs_workspace_started_at_id_desc_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "\"started_at\" DESC NULLS LAST",
+              "asc": true,
+              "isExpression": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "\"id\" DESC",
+              "asc": true,
+              "isExpression": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_execution_logs_workspace_cost_total_idx": {
+          "name": "workflow_execution_logs_workspace_cost_total_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "cost_total",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_execution_logs_models_used_idx": {
+          "name": "workflow_execution_logs_models_used_idx",
+          "columns": [
+            {
+              "expression": "models_used",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "gin",
+          "with": {}
+        },
+        "workflow_execution_logs_workspace_ended_at_id_idx": {
+          "name": "workflow_execution_logs_workspace_ended_at_id_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "date_trunc('milliseconds', \"ended_at\")",
+              "asc": true,
+              "isExpression": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_execution_logs_running_started_at_idx": {
+          "name": "workflow_execution_logs_running_started_at_idx",
+          "columns": [
+            {
+              "expression": "started_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "status = 'running'",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "workflow_execution_logs_workflow_id_workflow_id_fk": {
+          "name": "workflow_execution_logs_workflow_id_workflow_id_fk",
+          "tableFrom": "workflow_execution_logs",
+          "tableTo": "workflow",
+          "columnsFrom": ["workflow_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        },
+        "workflow_execution_logs_workspace_id_workspace_id_fk": {
+          "name": "workflow_execution_logs_workspace_id_workspace_id_fk",
+          "tableFrom": "workflow_execution_logs",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "workflow_execution_logs_state_snapshot_id_workflow_execution_snapshots_id_fk": {
+          "name": "workflow_execution_logs_state_snapshot_id_workflow_execution_snapshots_id_fk",
+          "tableFrom": "workflow_execution_logs",
+          "tableTo": "workflow_execution_snapshots",
+          "columnsFrom": ["state_snapshot_id"],
+          "columnsTo": ["id"],
+          "onDelete": "no action",
+          "onUpdate": "no action"
+        },
+        "workflow_execution_logs_deployment_version_id_workflow_deployment_version_id_fk": {
+          "name": "workflow_execution_logs_deployment_version_id_workflow_deployment_version_id_fk",
+          "tableFrom": "workflow_execution_logs",
+          "tableTo": "workflow_deployment_version",
+          "columnsFrom": ["deployment_version_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.workflow_execution_snapshots": {
+      "name": "workflow_execution_snapshots",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workflow_id": {
+          "name": "workflow_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "state_hash": {
+          "name": "state_hash",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "state_data": {
+          "name": "state_data",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "workflow_snapshots_workflow_id_idx": {
+          "name": "workflow_snapshots_workflow_id_idx",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_snapshots_hash_idx": {
+          "name": "workflow_snapshots_hash_idx",
+          "columns": [
+            {
+              "expression": "state_hash",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_snapshots_workflow_hash_idx": {
+          "name": "workflow_snapshots_workflow_hash_idx",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "state_hash",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_snapshots_created_at_idx": {
+          "name": "workflow_snapshots_created_at_idx",
+          "columns": [
+            {
+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "workflow_execution_snapshots_workflow_id_workflow_id_fk": {
+          "name": "workflow_execution_snapshots_workflow_id_workflow_id_fk",
+          "tableFrom": "workflow_execution_snapshots",
+          "tableTo": "workflow",
+          "columnsFrom": ["workflow_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.workflow_folder": {
+      "name": "workflow_folder",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "parent_id": {
+          "name": "parent_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "color": {
+          "name": "color",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "'#6B7280'"
+        },
+        "is_expanded": {
+          "name": "is_expanded",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": true
+        },
+        "locked": {
+          "name": "locked",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "sort_order": {
+          "name": "sort_order",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "archived_at": {
+          "name": "archived_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "workflow_folder_user_idx": {
+          "name": "workflow_folder_user_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_folder_workspace_parent_idx": {
+          "name": "workflow_folder_workspace_parent_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "parent_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_folder_parent_sort_idx": {
+          "name": "workflow_folder_parent_sort_idx",
+          "columns": [
+            {
+              "expression": "parent_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "sort_order",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_folder_archived_at_idx": {
+          "name": "workflow_folder_archived_at_idx",
+          "columns": [
+            {
+              "expression": "archived_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_folder_workspace_archived_partial_idx": {
+          "name": "workflow_folder_workspace_archived_partial_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "archived_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"workflow_folder\".\"archived_at\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "workflow_folder_user_id_user_id_fk": {
+          "name": "workflow_folder_user_id_user_id_fk",
+          "tableFrom": "workflow_folder",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "workflow_folder_workspace_id_workspace_id_fk": {
+          "name": "workflow_folder_workspace_id_workspace_id_fk",
+          "tableFrom": "workflow_folder",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.workflow_mcp_server": {
+      "name": "workflow_mcp_server",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_by": {
+          "name": "created_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "description": {
+          "name": "description",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "is_public": {
+          "name": "is_public",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "deleted_at": {
+          "name": "deleted_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "workflow_mcp_server_workspace_id_idx": {
+          "name": "workflow_mcp_server_workspace_id_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_mcp_server_created_by_idx": {
+          "name": "workflow_mcp_server_created_by_idx",
+          "columns": [
+            {
+              "expression": "created_by",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_mcp_server_deleted_at_idx": {
+          "name": "workflow_mcp_server_deleted_at_idx",
+          "columns": [
+            {
+              "expression": "deleted_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_mcp_server_workspace_deleted_partial_idx": {
+          "name": "workflow_mcp_server_workspace_deleted_partial_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "deleted_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"workflow_mcp_server\".\"deleted_at\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "workflow_mcp_server_workspace_id_workspace_id_fk": {
+          "name": "workflow_mcp_server_workspace_id_workspace_id_fk",
+          "tableFrom": "workflow_mcp_server",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "workflow_mcp_server_created_by_user_id_fk": {
+          "name": "workflow_mcp_server_created_by_user_id_fk",
+          "tableFrom": "workflow_mcp_server",
+          "tableTo": "user",
+          "columnsFrom": ["created_by"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.workflow_mcp_tool": {
+      "name": "workflow_mcp_tool",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "server_id": {
+          "name": "server_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workflow_id": {
+          "name": "workflow_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "tool_name": {
+          "name": "tool_name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "tool_description": {
+          "name": "tool_description",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "parameter_schema": {
+          "name": "parameter_schema",
+          "type": "json",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'"
+        },
+        "archived_at": {
+          "name": "archived_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "workflow_mcp_tool_server_id_idx": {
+          "name": "workflow_mcp_tool_server_id_idx",
+          "columns": [
+            {
+              "expression": "server_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_mcp_tool_workflow_id_idx": {
+          "name": "workflow_mcp_tool_workflow_id_idx",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_mcp_tool_server_workflow_unique": {
+          "name": "workflow_mcp_tool_server_workflow_unique",
+          "columns": [
+            {
+              "expression": "server_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "\"workflow_mcp_tool\".\"archived_at\" IS NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_mcp_tool_archived_at_partial_idx": {
+          "name": "workflow_mcp_tool_archived_at_partial_idx",
+          "columns": [
+            {
+              "expression": "archived_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"workflow_mcp_tool\".\"archived_at\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "workflow_mcp_tool_server_id_workflow_mcp_server_id_fk": {
+          "name": "workflow_mcp_tool_server_id_workflow_mcp_server_id_fk",
+          "tableFrom": "workflow_mcp_tool",
+          "tableTo": "workflow_mcp_server",
+          "columnsFrom": ["server_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "workflow_mcp_tool_workflow_id_workflow_id_fk": {
+          "name": "workflow_mcp_tool_workflow_id_workflow_id_fk",
+          "tableFrom": "workflow_mcp_tool",
+          "tableTo": "workflow",
+          "columnsFrom": ["workflow_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.workflow_schedule": {
+      "name": "workflow_schedule",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workflow_id": {
+          "name": "workflow_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "deployment_version_id": {
+          "name": "deployment_version_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "block_id": {
+          "name": "block_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "cron_expression": {
+          "name": "cron_expression",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "next_run_at": {
+          "name": "next_run_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "last_ran_at": {
+          "name": "last_ran_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "last_queued_at": {
+          "name": "last_queued_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "trigger_type": {
+          "name": "trigger_type",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "timezone": {
+          "name": "timezone",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'UTC'"
+        },
+        "failed_count": {
+          "name": "failed_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "infra_retry_count": {
+          "name": "infra_retry_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'active'"
+        },
+        "last_failed_at": {
+          "name": "last_failed_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "source_type": {
+          "name": "source_type",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'workflow'"
+        },
+        "job_title": {
+          "name": "job_title",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "prompt": {
+          "name": "prompt",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "lifecycle": {
+          "name": "lifecycle",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'persistent'"
+        },
+        "success_condition": {
+          "name": "success_condition",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "max_runs": {
+          "name": "max_runs",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "run_count": {
+          "name": "run_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "source_chat_id": {
+          "name": "source_chat_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "source_task_name": {
+          "name": "source_task_name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "source_user_id": {
+          "name": "source_user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "source_workspace_id": {
+          "name": "source_workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "job_history": {
+          "name": "job_history",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "contexts": {
+          "name": "contexts",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "excluded_dates": {
+          "name": "excluded_dates",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "ends_at": {
+          "name": "ends_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "archived_at": {
+          "name": "archived_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "workflow_schedule_workflow_block_deployment_unique": {
+          "name": "workflow_schedule_workflow_block_deployment_unique",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "block_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "deployment_version_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "\"workflow_schedule\".\"archived_at\" IS NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_schedule_workflow_deployment_idx": {
+          "name": "workflow_schedule_workflow_deployment_idx",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "deployment_version_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_schedule_archived_at_partial_idx": {
+          "name": "workflow_schedule_archived_at_partial_idx",
+          "columns": [
+            {
+              "expression": "archived_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"workflow_schedule\".\"archived_at\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "idx_workflow_schedule_on_source_workspace_id_source_t_c07f3bba6": {
+          "name": "idx_workflow_schedule_on_source_workspace_id_source_t_c07f3bba6",
+          "columns": [
+            {
+              "expression": "source_workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "source_type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "archived_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_schedule_due_workflow_idx": {
+          "name": "workflow_schedule_due_workflow_idx",
+          "columns": [
+            {
+              "expression": "next_run_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "last_queued_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "deployment_version_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"workflow_schedule\".\"archived_at\" IS NULL AND \"workflow_schedule\".\"status\" NOT IN ('disabled', 'completed') AND (\"workflow_schedule\".\"source_type\" = 'workflow' OR \"workflow_schedule\".\"source_type\" IS NULL)",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_schedule_due_job_idx": {
+          "name": "workflow_schedule_due_job_idx",
+          "columns": [
+            {
+              "expression": "next_run_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "last_queued_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"workflow_schedule\".\"archived_at\" IS NULL AND \"workflow_schedule\".\"status\" NOT IN ('disabled', 'completed') AND \"workflow_schedule\".\"source_type\" = 'job'",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "workflow_schedule_workflow_id_workflow_id_fk": {
+          "name": "workflow_schedule_workflow_id_workflow_id_fk",
+          "tableFrom": "workflow_schedule",
+          "tableTo": "workflow",
+          "columnsFrom": ["workflow_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "workflow_schedule_deployment_version_id_workflow_deployment_version_id_fk": {
+          "name": "workflow_schedule_deployment_version_id_workflow_deployment_version_id_fk",
+          "tableFrom": "workflow_schedule",
+          "tableTo": "workflow_deployment_version",
+          "columnsFrom": ["deployment_version_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "workflow_schedule_source_user_id_user_id_fk": {
+          "name": "workflow_schedule_source_user_id_user_id_fk",
+          "tableFrom": "workflow_schedule",
+          "tableTo": "user",
+          "columnsFrom": ["source_user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "workflow_schedule_source_workspace_id_workspace_id_fk": {
+          "name": "workflow_schedule_source_workspace_id_workspace_id_fk",
+          "tableFrom": "workflow_schedule",
+          "tableTo": "workspace",
+          "columnsFrom": ["source_workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.workflow_subflows": {
+      "name": "workflow_subflows",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workflow_id": {
+          "name": "workflow_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "type": {
+          "name": "type",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "config": {
+          "name": "config",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'"
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "workflow_subflows_workflow_id_idx": {
+          "name": "workflow_subflows_workflow_id_idx",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_subflows_workflow_type_idx": {
+          "name": "workflow_subflows_workflow_type_idx",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "workflow_subflows_workflow_id_workflow_id_fk": {
+          "name": "workflow_subflows_workflow_id_workflow_id_fk",
+          "tableFrom": "workflow_subflows",
+          "tableTo": "workflow",
+          "columnsFrom": ["workflow_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.workspace": {
+      "name": "workspace",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "color": {
+          "name": "color",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'#33C482'"
+        },
+        "logo_url": {
+          "name": "logo_url",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "owner_id": {
+          "name": "owner_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "workspace_mode": {
+          "name": "workspace_mode",
+          "type": "workspace_mode",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'grandfathered_shared'"
+        },
+        "billed_account_user_id": {
+          "name": "billed_account_user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "allow_personal_api_keys": {
+          "name": "allow_personal_api_keys",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": true
+        },
+        "inbox_enabled": {
+          "name": "inbox_enabled",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "inbox_address": {
+          "name": "inbox_address",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "inbox_provider_id": {
+          "name": "inbox_provider_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "archived_at": {
+          "name": "archived_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "workspace_owner_id_idx": {
+          "name": "workspace_owner_id_idx",
+          "columns": [
+            {
+              "expression": "owner_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_organization_id_idx": {
+          "name": "workspace_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_mode_idx": {
+          "name": "workspace_mode_idx",
+          "columns": [
+            {
+              "expression": "workspace_mode",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "workspace_owner_id_user_id_fk": {
+          "name": "workspace_owner_id_user_id_fk",
+          "tableFrom": "workspace",
+          "tableTo": "user",
+          "columnsFrom": ["owner_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "workspace_organization_id_organization_id_fk": {
+          "name": "workspace_organization_id_organization_id_fk",
+          "tableFrom": "workspace",
+          "tableTo": "organization",
+          "columnsFrom": ["organization_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        },
+        "workspace_billed_account_user_id_user_id_fk": {
+          "name": "workspace_billed_account_user_id_user_id_fk",
+          "tableFrom": "workspace",
+          "tableTo": "user",
+          "columnsFrom": ["billed_account_user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "no action",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.workspace_byok_keys": {
+      "name": "workspace_byok_keys",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "provider_id": {
+          "name": "provider_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "encrypted_api_key": {
+          "name": "encrypted_api_key",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_by": {
+          "name": "created_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "workspace_byok_workspace_provider_idx": {
+          "name": "workspace_byok_workspace_provider_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "provider_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "workspace_byok_keys_workspace_id_workspace_id_fk": {
+          "name": "workspace_byok_keys_workspace_id_workspace_id_fk",
+          "tableFrom": "workspace_byok_keys",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "workspace_byok_keys_created_by_user_id_fk": {
+          "name": "workspace_byok_keys_created_by_user_id_fk",
+          "tableFrom": "workspace_byok_keys",
+          "tableTo": "user",
+          "columnsFrom": ["created_by"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.workspace_environment": {
+      "name": "workspace_environment",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "variables": {
+          "name": "variables",
+          "type": "json",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'"
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "workspace_environment_workspace_unique": {
+          "name": "workspace_environment_workspace_unique",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "workspace_environment_workspace_id_workspace_id_fk": {
+          "name": "workspace_environment_workspace_id_workspace_id_fk",
+          "tableFrom": "workspace_environment",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.workspace_file": {
+      "name": "workspace_file",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "key": {
+          "name": "key",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "size": {
+          "name": "size",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "type": {
+          "name": "type",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "uploaded_by": {
+          "name": "uploaded_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "deleted_at": {
+          "name": "deleted_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "uploaded_at": {
+          "name": "uploaded_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "workspace_file_workspace_id_idx": {
+          "name": "workspace_file_workspace_id_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_file_key_idx": {
+          "name": "workspace_file_key_idx",
+          "columns": [
+            {
+              "expression": "key",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_file_deleted_at_idx": {
+          "name": "workspace_file_deleted_at_idx",
+          "columns": [
+            {
+              "expression": "deleted_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_file_workspace_deleted_partial_idx": {
+          "name": "workspace_file_workspace_deleted_partial_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "deleted_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"workspace_file\".\"deleted_at\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "workspace_file_workspace_id_workspace_id_fk": {
+          "name": "workspace_file_workspace_id_workspace_id_fk",
+          "tableFrom": "workspace_file",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "workspace_file_uploaded_by_user_id_fk": {
+          "name": "workspace_file_uploaded_by_user_id_fk",
+          "tableFrom": "workspace_file",
+          "tableTo": "user",
+          "columnsFrom": ["uploaded_by"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "workspace_file_key_unique": {
+          "name": "workspace_file_key_unique",
+          "nullsNotDistinct": false,
+          "columns": ["key"]
+        }
+      },
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.workspace_file_folders": {
+      "name": "workspace_file_folders",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "parent_id": {
+          "name": "parent_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "sort_order": {
+          "name": "sort_order",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "deleted_at": {
+          "name": "deleted_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "workspace_file_folders_workspace_parent_idx": {
+          "name": "workspace_file_folders_workspace_parent_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "parent_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_file_folders_parent_sort_idx": {
+          "name": "workspace_file_folders_parent_sort_idx",
+          "columns": [
+            {
+              "expression": "parent_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "sort_order",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_file_folders_deleted_at_idx": {
+          "name": "workspace_file_folders_deleted_at_idx",
+          "columns": [
+            {
+              "expression": "deleted_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_file_folders_workspace_deleted_partial_idx": {
+          "name": "workspace_file_folders_workspace_deleted_partial_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "deleted_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"workspace_file_folders\".\"deleted_at\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_file_folders_workspace_parent_name_active_unique": {
+          "name": "workspace_file_folders_workspace_parent_name_active_unique",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "coalesce(\"parent_id\", '')",
+              "asc": true,
+              "isExpression": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "name",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "\"workspace_file_folders\".\"deleted_at\" IS NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "workspace_file_folders_user_id_user_id_fk": {
+          "name": "workspace_file_folders_user_id_user_id_fk",
+          "tableFrom": "workspace_file_folders",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "workspace_file_folders_workspace_id_workspace_id_fk": {
+          "name": "workspace_file_folders_workspace_id_workspace_id_fk",
+          "tableFrom": "workspace_file_folders",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "workspace_file_folders_parent_id_workspace_file_folders_id_fk": {
+          "name": "workspace_file_folders_parent_id_workspace_file_folders_id_fk",
+          "tableFrom": "workspace_file_folders",
+          "tableTo": "workspace_file_folders",
+          "columnsFrom": ["parent_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.workspace_files": {
+      "name": "workspace_files",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "key": {
+          "name": "key",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "folder_id": {
+          "name": "folder_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "context": {
+          "name": "context",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "chat_id": {
+          "name": "chat_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "original_name": {
+          "name": "original_name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "display_name": {
+          "name": "display_name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "content_type": {
+          "name": "content_type",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "size": {
+          "name": "size",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "deleted_at": {
+          "name": "deleted_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "uploaded_at": {
+          "name": "uploaded_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "workspace_files_key_active_unique": {
+          "name": "workspace_files_key_active_unique",
+          "columns": [
+            {
+              "expression": "key",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "\"workspace_files\".\"deleted_at\" IS NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_files_workspace_folder_name_active_unique": {
+          "name": "workspace_files_workspace_folder_name_active_unique",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "coalesce(\"folder_id\", '')",
+              "asc": true,
+              "isExpression": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "original_name",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "\"workspace_files\".\"deleted_at\" IS NULL AND \"workspace_files\".\"context\" = 'workspace' AND \"workspace_files\".\"workspace_id\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_files_chat_display_name_unique": {
+          "name": "workspace_files_chat_display_name_unique",
+          "columns": [
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "display_name",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "\"workspace_files\".\"context\" = 'mothership' AND \"workspace_files\".\"chat_id\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_files_key_idx": {
+          "name": "workspace_files_key_idx",
+          "columns": [
+            {
+              "expression": "key",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_files_user_id_idx": {
+          "name": "workspace_files_user_id_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_files_workspace_id_idx": {
+          "name": "workspace_files_workspace_id_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_files_folder_id_idx": {
+          "name": "workspace_files_folder_id_idx",
+          "columns": [
+            {
+              "expression": "folder_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_files_context_idx": {
+          "name": "workspace_files_context_idx",
+          "columns": [
+            {
+              "expression": "context",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_files_chat_id_idx": {
+          "name": "workspace_files_chat_id_idx",
+          "columns": [
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_files_deleted_at_idx": {
+          "name": "workspace_files_deleted_at_idx",
+          "columns": [
+            {
+              "expression": "deleted_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_files_workspace_deleted_partial_idx": {
+          "name": "workspace_files_workspace_deleted_partial_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "deleted_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"workspace_files\".\"deleted_at\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "workspace_files_user_id_user_id_fk": {
+          "name": "workspace_files_user_id_user_id_fk",
+          "tableFrom": "workspace_files",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "workspace_files_workspace_id_workspace_id_fk": {
+          "name": "workspace_files_workspace_id_workspace_id_fk",
+          "tableFrom": "workspace_files",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "workspace_files_folder_id_workspace_file_folders_id_fk": {
+          "name": "workspace_files_folder_id_workspace_file_folders_id_fk",
+          "tableFrom": "workspace_files",
+          "tableTo": "workspace_file_folders",
+          "columnsFrom": ["folder_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        },
+        "workspace_files_chat_id_copilot_chats_id_fk": {
+          "name": "workspace_files_chat_id_copilot_chats_id_fk",
+          "tableFrom": "workspace_files",
+          "tableTo": "copilot_chats",
+          "columnsFrom": ["chat_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    }
+  },
+  "enums": {
+    "public.a2a_task_status": {
+      "name": "a2a_task_status",
+      "schema": "public",
+      "values": [
+        "submitted",
+        "working",
+        "input-required",
+        "completed",
+        "failed",
+        "canceled",
+        "rejected",
+        "auth-required",
+        "unknown"
+      ]
+    },
+    "public.academy_cert_status": {
+      "name": "academy_cert_status",
+      "schema": "public",
+      "values": ["active", "revoked", "expired"]
+    },
+    "public.billing_blocked_reason": {
+      "name": "billing_blocked_reason",
+      "schema": "public",
+      "values": ["payment_failed", "dispute"]
+    },
+    "public.billing_entity_type": {
+      "name": "billing_entity_type",
+      "schema": "public",
+      "values": ["user", "organization"]
+    },
+    "public.chat_type": {
+      "name": "chat_type",
+      "schema": "public",
+      "values": ["mothership", "copilot"]
+    },
+    "public.copilot_async_tool_status": {
+      "name": "copilot_async_tool_status",
+      "schema": "public",
+      "values": ["pending", "running", "completed", "failed", "cancelled", "delivered"]
+    },
+    "public.copilot_run_status": {
+      "name": "copilot_run_status",
+      "schema": "public",
+      "values": ["active", "paused_waiting_for_tool", "resuming", "complete", "error", "cancelled"]
+    },
+    "public.credential_member_role": {
+      "name": "credential_member_role",
+      "schema": "public",
+      "values": ["admin", "member"]
+    },
+    "public.credential_member_status": {
+      "name": "credential_member_status",
+      "schema": "public",
+      "values": ["active", "pending", "revoked"]
+    },
+    "public.credential_set_invitation_status": {
+      "name": "credential_set_invitation_status",
+      "schema": "public",
+      "values": ["pending", "accepted", "expired", "cancelled"]
+    },
+    "public.credential_set_member_status": {
+      "name": "credential_set_member_status",
+      "schema": "public",
+      "values": ["active", "pending", "revoked"]
+    },
+    "public.credential_type": {
+      "name": "credential_type",
+      "schema": "public",
+      "values": ["oauth", "env_workspace", "env_personal", "service_account"]
+    },
+    "public.data_drain_cadence": {
+      "name": "data_drain_cadence",
+      "schema": "public",
+      "values": ["hourly", "daily"]
+    },
+    "public.data_drain_destination": {
+      "name": "data_drain_destination",
+      "schema": "public",
+      "values": ["s3", "gcs", "azure_blob", "datadog", "bigquery", "snowflake", "webhook"]
+    },
+    "public.data_drain_run_status": {
+      "name": "data_drain_run_status",
+      "schema": "public",
+      "values": ["running", "success", "failed"]
+    },
+    "public.data_drain_run_trigger": {
+      "name": "data_drain_run_trigger",
+      "schema": "public",
+      "values": ["cron", "manual"]
+    },
+    "public.data_drain_source": {
+      "name": "data_drain_source",
+      "schema": "public",
+      "values": ["workflow_logs", "job_logs", "audit_logs", "copilot_chats", "copilot_runs"]
+    },
+    "public.execution_large_value_reference_source": {
+      "name": "execution_large_value_reference_source",
+      "schema": "public",
+      "values": ["execution_log", "paused_snapshot"]
+    },
+    "public.invitation_kind": {
+      "name": "invitation_kind",
+      "schema": "public",
+      "values": ["organization", "workspace"]
+    },
+    "public.invitation_membership_intent": {
+      "name": "invitation_membership_intent",
+      "schema": "public",
+      "values": ["internal", "external"]
+    },
+    "public.invitation_status": {
+      "name": "invitation_status",
+      "schema": "public",
+      "values": ["pending", "accepted", "rejected", "cancelled", "expired"]
+    },
+    "public.permission_type": {
+      "name": "permission_type",
+      "schema": "public",
+      "values": ["admin", "write", "read"]
+    },
+    "public.usage_log_category": {
+      "name": "usage_log_category",
+      "schema": "public",
+      "values": ["model", "fixed", "tool"]
+    },
+    "public.usage_log_source": {
+      "name": "usage_log_source",
+      "schema": "public",
+      "values": [
+        "workflow",
+        "wand",
+        "copilot",
+        "workspace-chat",
+        "mcp_copilot",
+        "mothership_block",
+        "knowledge-base",
+        "voice-input",
+        "enrichment"
+      ]
+    },
+    "public.workspace_mode": {
+      "name": "workspace_mode",
+      "schema": "public",
+      "values": ["personal", "organization", "grandfathered_shared"]
+    }
+  },
+  "schemas": {},
+  "sequences": {},
+  "roles": {},
+  "policies": {},
+  "views": {},
+  "_meta": {
+    "columns": {},
+    "schemas": {},
+    "tables": {}
+  }
+}
diff --git a/packages/db/migrations/meta/_journal.json b/packages/db/migrations/meta/_journal.json
index 2667376721..1f61dfeddc 100644
--- a/packages/db/migrations/meta/_journal.json
+++ b/packages/db/migrations/meta/_journal.json
@@ -1674,6 +1674,13 @@
       "when": 1781659761380,
       "tag": "0239_wel_logs_desc_index_and_redundant_drops",
       "breakpoints": true
+    },
+    {
+      "idx": 240,
+      "version": "7",
+      "when": 1781670551980,
+      "tag": "0240_table_rows_version",
+      "breakpoints": true
     }
   ]
 }
diff --git a/packages/db/schema.ts b/packages/db/schema.ts
index de43647af2..67a7b99f93 100644
--- a/packages/db/schema.ts
+++ b/packages/db/schema.ts
@@ -3142,6 +3142,14 @@ export const userTableDefinitions = pgTable(
     metadata: jsonb('metadata'),
     maxRows: integer('max_rows').notNull().default(10000),
     rowCount: integer('row_count').notNull().default(0),
+    /**
+     * @remarks
+     * Monotonic counter bumped by a statement-level trigger on `user_table_rows`
+     * (INSERT/UPDATE/DELETE). Keys the versioned table-snapshot cache so a stored
+     * CSV under `v{rows_version}` is reused until the table mutates. Never written
+     * from application code — the trigger is the only writer (bypass-proof).
+     */
+    rowsVersion: bigint('rows_version', { mode: 'number' }).notNull().default(0),
     archivedAt: timestamp('archived_at'),
     createdBy: text('created_by')
       .notNull()