diff --git a/appkit-all-in-one/.gitignore b/appkit-all-in-one/.gitignore
index f2abc326..23adbc24 100644
--- a/appkit-all-in-one/.gitignore
+++ b/appkit-all-in-one/.gitignore
@@ -8,3 +8,6 @@ build/
 .smoke-test/
 test-results/
 playwright-report/
+
+# Auto-generated types (endpoint-specific, varies per developer)
+shared/appkit-types/serving.d.ts
diff --git a/appkit-all-in-one/CLAUDE.md b/appkit-all-in-one/CLAUDE.md
index 868a9ddb..d26d57d9 100644
--- a/appkit-all-in-one/CLAUDE.md
+++ b/appkit-all-in-one/CLAUDE.md
@@ -13,6 +13,6 @@ This project uses Databricks AppKit packages. For AI assistant guidance on using
 For enhanced AI assistance with Databricks CLI operations, authentication, data exploration, and app development, install the Databricks skills:
 
 ```bash
-databricks experimental aitools skills install
+databricks aitools install
 ```
 <!-- appkit-instructions-end -->
diff --git a/appkit-all-in-one/README.md b/appkit-all-in-one/README.md
index 724f9095..d6893a3b 100644
--- a/appkit-all-in-one/README.md
+++ b/appkit-all-in-one/README.md
@@ -1,6 +1,6 @@
 # appkit-all-in-one
 
-A Databricks App powered by [AppKit](https://databricks.github.io/appkit/), featuring React, TypeScript, and Tailwind CSS.
+A Databricks App powered by [AppKit](https://www.databricks.com/devhub/docs/appkit/v0/), featuring React, TypeScript, and Tailwind CSS.
 
 **Enabled plugins:**
 - **Analytics** -- SQL query execution against Databricks SQL Warehouses
@@ -34,7 +34,7 @@ DATABRICKS_APP_PORT=8000
 
 #### Lakebase Configuration
 
-The Lakebase plugin requires additional environment variables for PostgreSQL connectivity. To learn how to configure the Lakebase plugin, see the [Lakebase plugin documentation](https://databricks.github.io/appkit/docs/plugins/lakebase).
+The Lakebase plugin requires additional environment variables for PostgreSQL connectivity. To learn how to configure the Lakebase plugin, see the [Lakebase plugin documentation](https://www.databricks.com/devhub/docs/appkit/v0/plugins/lakebase).
 
 ### CLI Authentication
 
diff --git a/appkit-all-in-one/appkit.plugins.json b/appkit-all-in-one/appkit.plugins.json
index e395edfb..6f8dd778 100644
--- a/appkit-all-in-one/appkit.plugins.json
+++ b/appkit-all-in-one/appkit.plugins.json
@@ -1,7 +1,33 @@
 {
   "$schema": "https://databricks.github.io/appkit/schemas/template-plugins.schema.json",
-  "version": "1.0",
+  "version": "2.0",
   "plugins": {
+    "agents": {
+      "name": "agents",
+      "displayName": "Agents Plugin",
+      "description": "AI agents driven by markdown configs or code, with auto-tool-discovery from registered plugins",
+      "package": "@databricks/appkit",
+      "resources": {
+        "required": [],
+        "optional": [
+          {
+            "type": "serving_endpoint",
+            "alias": "Default LLM for agents",
+            "resourceKey": "agents-serving-endpoint",
+            "description": "Default streaming-capable LLM endpoint for agents that don't pin their own model",
+            "permission": "CAN_QUERY",
+            "fields": {
+              "name": {
+                "env": "DATABRICKS_SERVING_ENDPOINT_NAME",
+                "description": "Default LLM serving endpoint name",
+                "origin": "user"
+              }
+            }
+          }
+        ]
+      },
+      "stability": "beta"
+    },
     "analytics": {
       "name": "analytics",
       "displayName": "Analytics Plugin",
@@ -18,13 +44,28 @@
             "fields": {
               "id": {
                 "env": "DATABRICKS_WAREHOUSE_ID",
-                "description": "SQL Warehouse ID"
+                "description": "SQL Warehouse ID",
+                "discovery": {
+                  "type": "kind",
+                  "resourceKind": "warehouse"
+                },
+                "origin": "user"
               }
             }
           }
         ],
         "optional": []
       },
+      "scaffolding": {
+        "rules": {
+          "must": [
+            "Before init, ensure the SQL Warehouse passed via --set analytics.sql-warehouse.id is running"
+          ],
+          "should": [
+            "After init, ensure config/queries/ has at least one .sql file before running npm run typegen"
+          ]
+        }
+      },
       "requiredByTemplate": true
     },
     "files": {
@@ -43,13 +84,26 @@
             "fields": {
               "path": {
                 "env": "DATABRICKS_VOLUME_FILES",
-                "description": "Volume path for file storage (e.g. /Volumes/catalog/schema/volume_name)"
+                "description": "Volume path for file storage (e.g. /Volumes/catalog/schema/volume_name)",
+                "discovery": {
+                  "type": "kind",
+                  "resourceKind": "volume",
+                  "select": "full_name"
+                },
+                "origin": "user"
               }
             }
           }
         ],
         "optional": []
       },
+      "scaffolding": {
+        "rules": {
+          "must": [
+            "Before init, verify your Unity Catalog volume exists and you have WRITE_VOLUME permission"
+          ]
+        }
+      },
       "requiredByTemplate": true
     },
     "genie": {
@@ -68,15 +122,56 @@
             "fields": {
               "id": {
                 "env": "DATABRICKS_GENIE_SPACE_ID",
-                "description": "Default Genie Space ID"
+                "description": "Default Genie Space ID",
+                "discovery": {
+                  "type": "kind",
+                  "resourceKind": "genie_space"
+                },
+                "origin": "user"
+              },
+              "name": {
+                "description": "Genie Space display name",
+                "origin": "user"
               }
             }
           }
         ],
         "optional": []
       },
+      "scaffolding": {
+        "rules": {
+          "must": [
+            "After init, configure the 'spaces' map in plugin config with alias-to-Space-ID mappings"
+          ]
+        }
+      },
       "requiredByTemplate": true
     },
+    "jobs": {
+      "name": "jobs",
+      "displayName": "Jobs Plugin",
+      "description": "Manage Databricks Lakeflow Jobs.",
+      "package": "@databricks/appkit",
+      "resources": {
+        "required": [
+          {
+            "type": "job",
+            "alias": "Job",
+            "resourceKey": "job",
+            "description": "A Databricks job to trigger and monitor",
+            "permission": "CAN_MANAGE_RUN",
+            "fields": {
+              "id": {
+                "env": "DATABRICKS_JOB_ID",
+                "description": "Numeric Databricks job ID. Find it in the Jobs UI or via `databricks jobs list`.",
+                "origin": "user"
+              }
+            }
+          }
+        ],
+        "optional": []
+      }
+    },
     "lakebase": {
       "name": "lakebase",
       "displayName": "Lakebase",
@@ -91,56 +186,95 @@
             "description": "Lakebase Postgres database for persistent storage",
             "permission": "CAN_CONNECT_AND_CREATE",
             "fields": {
+              "project": {
+                "description": "Full Lakebase Postgres project resource name. Obtain by running `databricks postgres list-projects`, select the desired item from the output array and use its .name value.",
+                "examples": [
+                  "projects/{project-id}"
+                ],
+                "discovery": {
+                  "type": "kind",
+                  "resourceKind": "postgres_project",
+                  "select": "name"
+                },
+                "origin": "user"
+              },
               "branch": {
-                "description": "Full Lakebase Postgres branch resource name. Obtain by running `databricks postgres list-branches projects/{project-id}`, select the desired item from the output array and use its .name value.",
+                "description": "Full Lakebase Postgres branch resource name. Obtain by running `databricks postgres list-branches {project-name}`, select the desired item from the output array and use its .name value. Requires the project resource name.",
                 "examples": [
                   "projects/{project-id}/branches/{branch-id}"
-                ]
+                ],
+                "discovery": {
+                  "type": "kind",
+                  "resourceKind": "postgres_branch",
+                  "select": "name",
+                  "dependsOn": "project"
+                },
+                "origin": "user"
               },
               "database": {
                 "description": "Full Lakebase Postgres database resource name. Obtain by running `databricks postgres list-databases {branch-name}`, select the desired item from the output array and use its .name value. Requires the branch resource name.",
                 "examples": [
                   "projects/{project-id}/branches/{branch-id}/databases/{database-id}"
-                ]
+                ],
+                "discovery": {
+                  "type": "kind",
+                  "resourceKind": "postgres_database",
+                  "select": "name",
+                  "dependsOn": "branch"
+                },
+                "origin": "user"
               },
               "host": {
                 "env": "PGHOST",
+                "description": "Postgres host for local development. Auto-injected by the platform at deploy time.",
                 "localOnly": true,
                 "resolve": "postgres:host",
-                "description": "Postgres host for local development. Auto-injected by the platform at deploy time."
+                "origin": "platform"
               },
               "databaseName": {
                 "env": "PGDATABASE",
+                "description": "Postgres database name for local development. Auto-injected by the platform at deploy time.",
                 "localOnly": true,
                 "resolve": "postgres:databaseName",
-                "description": "Postgres database name for local development. Auto-injected by the platform at deploy time."
+                "origin": "platform"
               },
               "endpointPath": {
                 "env": "LAKEBASE_ENDPOINT",
-                "bundleIgnore": true,
-                "resolve": "postgres:endpointPath",
                 "description": "Lakebase endpoint resource name. Auto-injected at runtime via app.yaml valueFrom: postgres. For local development, obtain by running `databricks postgres list-endpoints {branch-name}`, select the desired item from the output array and use its .name value.",
+                "bundleIgnore": true,
                 "examples": [
                   "projects/{project-id}/branches/{branch-id}/endpoints/{endpoint-id}"
-                ]
+                ],
+                "resolve": "postgres:endpointPath",
+                "origin": "cli"
               },
               "port": {
                 "env": "PGPORT",
+                "description": "Postgres port. Auto-injected by the platform at deploy time.",
                 "localOnly": true,
                 "value": "5432",
-                "description": "Postgres port. Auto-injected by the platform at deploy time."
+                "origin": "platform"
               },
               "sslmode": {
                 "env": "PGSSLMODE",
+                "description": "Postgres SSL mode. Auto-injected by the platform at deploy time.",
                 "localOnly": true,
                 "value": "require",
-                "description": "Postgres SSL mode. Auto-injected by the platform at deploy time."
+                "origin": "platform"
               }
             }
           }
         ],
         "optional": []
       },
+      "scaffolding": {
+        "rules": {
+          "should": [
+            "After init, run any database migrations for your chosen ORM before first request",
+            "After init, verify Lakebase connectivity with 'psql $PGHOST -c \"select 1\"'"
+          ]
+        }
+      },
       "requiredByTemplate": true
     },
     "server": {
@@ -153,6 +287,90 @@
         "optional": []
       },
       "requiredByTemplate": true
+    },
+    "serving": {
+      "name": "serving",
+      "displayName": "Model Serving Plugin",
+      "description": "Authenticated proxy to Databricks Model Serving endpoints",
+      "package": "@databricks/appkit",
+      "resources": {
+        "required": [
+          {
+            "type": "serving_endpoint",
+            "alias": "Serving Endpoint",
+            "resourceKey": "serving-endpoint",
+            "description": "Model Serving endpoint for inference",
+            "permission": "CAN_QUERY",
+            "fields": {
+              "name": {
+                "env": "DATABRICKS_SERVING_ENDPOINT_NAME",
+                "description": "Serving endpoint name",
+                "origin": "user"
+              }
+            }
+          }
+        ],
+        "optional": []
+      }
+    }
+  },
+  "scaffolding": {
+    "command": "databricks apps init",
+    "flags": {
+      "--name": {
+        "description": "Project name — sets {{.projectName}} in package.json, databricks.yml, and .env. Required for non-interactive scaffolding.",
+        "required": true,
+        "pattern": "^[a-z][a-z0-9-]*$"
+      },
+      "--template": {
+        "description": "Template path (local directory or GitHub URL)",
+        "required": false
+      },
+      "--version": {
+        "description": "AppKit version to use; defaults to auto-detected",
+        "required": false
+      },
+      "--features": {
+        "description": "Plugins to enable (comma-separated, no spaces; must match keys in this manifest's plugins map)",
+        "required": false,
+        "pattern": "^[a-zA-Z0-9_-]+(,[a-zA-Z0-9_-]+)*$"
+      },
+      "--set": {
+        "description": "Set resource values (format: plugin.resourceKey.field=value, repeatable)",
+        "required": false
+      },
+      "--output-dir": {
+        "description": "Directory to write the project to",
+        "required": false
+      },
+      "--description": {
+        "description": "App description",
+        "required": false
+      },
+      "--run": {
+        "description": "Run the app after creation (none, dev, dev-remote)",
+        "required": false
+      },
+      "--auto-approve": {
+        "description": "Pass as a bare flag (no value) to skip prompts for optional resources. Not recommended for agent-driven init — conflicts with the 'ask user when in doubt' rule.",
+        "required": false
+      },
+      "--profile": {
+        "description": "Databricks CLI profile to use for authentication (global flag)",
+        "required": false
+      }
+    },
+    "rules": {
+      "must": [
+        "Keep all secrets and credentials only in app.yaml, databricks.yml, and/or .env"
+      ],
+      "should": [
+        "ask user when in doubt of resource to use for plugin"
+      ],
+      "never": [
+        "guess resources when multiple or no options are available",
+        "embed secrets in files that will go to the client-bundle"
+      ]
     }
   }
 }
diff --git a/appkit-all-in-one/client/src/App.tsx b/appkit-all-in-one/client/src/App.tsx
index 72410604..2965cfd2 100644
--- a/appkit-all-in-one/client/src/App.tsx
+++ b/appkit-all-in-one/client/src/App.tsx
@@ -1,10 +1,18 @@
 import { createBrowserRouter, RouterProvider, NavLink, Outlet } from 'react-router';
+import { useState, useEffect } from 'react';
 import {
+  Button,
   Card,
   CardContent,
   CardHeader,
   CardTitle,
+  Sheet,
+  SheetContent,
+  SheetHeader,
+  SheetTitle,
+  useIsMobile,
 } from '@databricks/appkit-ui/react';
+import { Menu } from 'lucide-react';
 import { AnalyticsPage } from './pages/analytics/AnalyticsPage';
 import { LakebasePage } from './pages/lakebase/LakebasePage';
 import { GeniePage } from './pages/genie/GeniePage';
@@ -17,31 +25,70 @@ const navLinkClass = ({ isActive }: { isActive: boolean }) =>
       : 'text-muted-foreground hover:bg-muted hover:text-foreground'
   }`;
 
+const mobileNavLinkClass = ({ isActive }: { isActive: boolean }) =>
+  `block px-3 py-2 rounded-md text-sm font-medium transition-colors ${
+    isActive
+      ? 'bg-primary text-primary-foreground'
+      : 'text-muted-foreground hover:bg-muted hover:text-foreground'
+  }`;
+
+type NavLinkClassFn = (props: { isActive: boolean }) => string;
+
+function NavLinks({ className, linkClass, onClick }: { className?: string; linkClass: NavLinkClassFn; onClick?: () => void }) {
+  return (
+    <nav className={className}>
+      <NavLink to="/" end className={linkClass} onClick={onClick}>
+        Home
+      </NavLink>
+      <NavLink to="/analytics" className={linkClass} onClick={onClick}>
+        Analytics
+      </NavLink>
+      <NavLink to="/lakebase" className={linkClass} onClick={onClick}>
+        Lakebase
+      </NavLink>
+      <NavLink to="/genie" className={linkClass} onClick={onClick}>
+        Genie
+      </NavLink>
+      <NavLink to="/files" className={linkClass} onClick={onClick}>
+        Files
+      </NavLink>
+    </nav>
+  );
+}
+
 function Layout() {
+  const isMobile = useIsMobile();
+  const [mobileNavOpen, setMobileNavOpen] = useState(false);
+
+  // Close mobile nav when viewport crosses to desktop
+  useEffect(() => {
+    if (!isMobile) setMobileNavOpen(false);
+  }, [isMobile]);
+
   return (
     <div className="min-h-screen bg-background flex flex-col">
-      <header className="border-b px-6 py-3 flex items-center gap-4">
+      <header className="border-b px-4 md:px-6 py-3 flex items-center gap-4">
         <h1 className="text-lg font-semibold text-foreground">appkit-all-in-one</h1>
-        <nav className="flex gap-1">
-          <NavLink to="/" end className={navLinkClass}>
-            Home
-          </NavLink>
-          <NavLink to="/analytics" className={navLinkClass}>
-            Analytics
-          </NavLink>
-          <NavLink to="/lakebase" className={navLinkClass}>
-            Lakebase
-          </NavLink>
-          <NavLink to="/genie" className={navLinkClass}>
-            Genie
-          </NavLink>
-          <NavLink to="/files" className={navLinkClass}>
-            Files
-          </NavLink>
-        </nav>
+        {/* Desktop nav — hidden below md breakpoint */}
+        <NavLinks className="hidden md:flex gap-1" linkClass={navLinkClass} />
+        {/* Mobile nav — visible below md breakpoint */}
+        <div className="ml-auto md:hidden">
+          <Sheet open={mobileNavOpen} onOpenChange={setMobileNavOpen}>
+            <Button variant="ghost" size="icon" onClick={() => setMobileNavOpen(true)}>
+              <Menu className="h-5 w-5" />
+              <span className="sr-only">Open navigation</span>
+            </Button>
+            <SheetContent side="left">
+              <SheetHeader>
+                <SheetTitle>Navigation</SheetTitle>
+              </SheetHeader>
+              <NavLinks className="flex flex-col gap-1" linkClass={mobileNavLinkClass} onClick={() => setMobileNavOpen(false)} />
+            </SheetContent>
+          </Sheet>
+        </div>
       </header>
 
-      <main className="flex-1 p-6">
+      <main className="flex-1 p-4 md:p-6">
         <Outlet />
       </main>
     </div>
@@ -96,7 +143,7 @@ function HomePage() {
             </li>
             <li>
               <a
-                href="https://databricks.github.io/appkit/"
+                href="https://www.databricks.com/devhub/docs/appkit/v0/"
                 target="_blank"
                 rel="noopener noreferrer"
                 className="text-primary underline underline-offset-4 hover:text-primary/80"
diff --git a/appkit-all-in-one/client/src/pages/files/FilesPage.tsx b/appkit-all-in-one/client/src/pages/files/FilesPage.tsx
index f8efce39..80dd0673 100644
--- a/appkit-all-in-one/client/src/pages/files/FilesPage.tsx
+++ b/appkit-all-in-one/client/src/pages/files/FilesPage.tsx
@@ -288,7 +288,7 @@ export function FilesPage() {
         </p>
       </div>
 
-      <div className="flex items-center justify-between">
+      <div className="flex flex-col sm:flex-row items-start sm:items-center justify-between gap-3">
         <div className="flex items-center gap-3">
           {volumes.length > 1 && (
             <select
@@ -350,7 +350,7 @@ export function FilesPage() {
         </div>
       </div>
 
-      <div className="flex gap-6">
+      <div className="flex flex-col md:flex-row gap-4 md:gap-6">
         <DirectoryList
           className="flex-2 min-w-0"
           entries={entries}
diff --git a/appkit-all-in-one/client/src/pages/genie/GeniePage.tsx b/appkit-all-in-one/client/src/pages/genie/GeniePage.tsx
index 36a78b81..a700b5f0 100644
--- a/appkit-all-in-one/client/src/pages/genie/GeniePage.tsx
+++ b/appkit-all-in-one/client/src/pages/genie/GeniePage.tsx
@@ -9,7 +9,7 @@ export function GeniePage() {
           Ask questions about your data using Databricks AI/BI Genie.
         </p>
       </div>
-      <div className="h-[600px] border rounded-lg overflow-hidden">
+      <div className="h-[min(600px,70vh)] border rounded-lg overflow-hidden">
         <GenieChat alias="default" />
       </div>
     </div>
diff --git a/appkit-all-in-one/client/vite.config.ts b/appkit-all-in-one/client/vite.config.ts
index b49d4055..a4f8dfc2 100644
--- a/appkit-all-in-one/client/vite.config.ts
+++ b/appkit-all-in-one/client/vite.config.ts
@@ -13,6 +13,7 @@ export default defineConfig({
   build: {
     outDir: path.resolve(__dirname, './dist'),
     emptyOutDir: true,
+    sourcemap: process.env.NODE_ENV === 'development',
   },
   optimizeDeps: {
     include: ['react', 'react-dom', 'react/jsx-dev-runtime', 'react/jsx-runtime', 'recharts'],
diff --git a/appkit-all-in-one/config/queries/hello_world.sql b/appkit-all-in-one/config/queries/hello_world.sql
index 31e480f7..741b9dfe 100644
--- a/appkit-all-in-one/config/queries/hello_world.sql
+++ b/appkit-all-in-one/config/queries/hello_world.sql
@@ -1 +1,2 @@
+-- @param message STRING
 SELECT :message AS value;
diff --git a/appkit-all-in-one/config/queries/mocked_sales.sql b/appkit-all-in-one/config/queries/mocked_sales.sql
index 868e9472..bac59a6e 100644
--- a/appkit-all-in-one/config/queries/mocked_sales.sql
+++ b/appkit-all-in-one/config/queries/mocked_sales.sql
@@ -1,3 +1,4 @@
+-- @param max_month_num INT
 WITH mock_data AS (
   SELECT 'January' AS month, 1 AS month_num, 65000 AS revenue, 45000 AS expenses, 850 AS customers
   UNION ALL SELECT 'February', 2, 72000, 48000, 920
diff --git a/appkit-all-in-one/databricks.yml b/appkit-all-in-one/databricks.yml
index ac4a61f6..d2acd9ef 100644
--- a/appkit-all-in-one/databricks.yml
+++ b/appkit-all-in-one/databricks.yml
@@ -11,11 +11,13 @@ variables:
   genie_space_id:
     description: Default Genie Space ID
   genie_space_name:
-    description: Genie Space for AI-powered data queries. Space IDs configured via plugin config.
+    description: Genie Space display name
   postgres_branch:
-    description: Full Lakebase Postgres branch resource name. Obtain by running `databricks postgres list-branches projects/{project-id}`, select the desired item from the output array and use its .name value.
+    description: Full Lakebase Postgres branch resource name. Obtain by running `databricks postgres list-branches {project-name}`, select the desired item from the output array and use its .name value. Requires the project resource name.
   postgres_database:
     description: Full Lakebase Postgres database resource name. Obtain by running `databricks postgres list-databases {branch-name}`, select the desired item from the output array and use its .name value. Requires the branch resource name.
+  postgres_project:
+    description: Full Lakebase Postgres project resource name. Obtain by running `databricks postgres list-projects`, select the desired item from the output array and use its .name value.
 
 resources:
   apps:
@@ -59,5 +61,7 @@ targets:
       sql_warehouse_id: placeholder
       files_path: placeholder
       genie_space_id: placeholder
+      genie_space_name: placeholder
       postgres_branch: placeholder
       postgres_database: placeholder
+      postgres_project: placeholder
diff --git a/appkit-all-in-one/databricks.yml.tmpl b/appkit-all-in-one/databricks.yml.tmpl
new file mode 100644
index 00000000..77997d31
--- /dev/null
+++ b/appkit-all-in-one/databricks.yml.tmpl
@@ -0,0 +1,48 @@
+bundle:
+  name: {{.projectName}}
+{{- if .bundle.variables}}
+
+variables:
+{{.bundle.variables}}
+{{- end}}
+
+resources:
+  apps:
+    app:
+      name: "{{.projectName}}"
+      description: "{{.appDescription}}"
+      source_code_path: ./
+
+{{- if or .plugins.genie .plugins.files .plugins.serving}}
+      user_api_scopes:
+{{- if .plugins.genie}}
+        - dashboards.genie
+{{- end}}
+{{- if .plugins.files}}
+        - files.files
+{{- end}}
+{{- if .plugins.serving}}
+        - serving.serving-endpoints
+{{- end}}
+{{- else}}
+      # Uncomment to enable on behalf of user API scopes. Available scopes: sql, dashboards.genie, files.files, serving.serving-endpoints
+      # user_api_scopes:
+      #   - sql
+{{- end}}
+{{- if .bundle.resources}}
+
+      # The resources which this app has access to.
+      resources:
+{{.bundle.resources}}
+{{- end}}
+
+targets:
+  default:
+    default: true
+    workspace:
+      host: {{.workspaceHost}}
+{{- if .bundle.targetVariables}}
+
+    variables:
+{{.bundle.targetVariables}}
+{{- end}}
diff --git a/appkit-all-in-one/package-lock.json b/appkit-all-in-one/package-lock.json
index 05b161c5..7de50351 100644
--- a/appkit-all-in-one/package-lock.json
+++ b/appkit-all-in-one/package-lock.json
@@ -10,51 +10,51 @@
       "hasInstallScript": true,
       "license": "Unlicensed",
       "dependencies": {
-        "@databricks/appkit": "0.21.0",
-        "@databricks/appkit-ui": "0.21.0",
-        "@databricks/sdk-experimental": "^0.14.2",
-        "clsx": "^2.1.1",
-        "embla-carousel-react": "^8.6.0",
-        "lucide-react": "^0.546.0",
-        "next-themes": "^0.4.6",
-        "react": "^19.1.1",
-        "react-dom": "^19.1.1",
-        "react-resizable-panels": "^3.0.6",
-        "react-router": "^7.13.0",
-        "tailwind-merge": "^3.3.1",
-        "tailwindcss-animate": "^1.0.7",
-        "tw-animate-css": "^1.4.0",
-        "zod": "^4.1.13"
+        "@databricks/appkit": "0.38.1",
+        "@databricks/appkit-ui": "0.38.1",
+        "@databricks/sdk-experimental": "0.17.0",
+        "clsx": "2.1.1",
+        "embla-carousel-react": "8.6.0",
+        "lucide-react": "0.546.0",
+        "next-themes": "0.4.6",
+        "react": "19.2.4",
+        "react-dom": "19.2.4",
+        "react-resizable-panels": "3.0.6",
+        "react-router": "7.13.0",
+        "tailwind-merge": "3.3.1",
+        "tailwindcss-animate": "1.0.7",
+        "tw-animate-css": "1.4.0",
+        "zod": "4.3.6"
       },
       "devDependencies": {
-        "@ast-grep/napi": "^0.37.0",
-        "@eslint/compat": "^2.0.0",
-        "@eslint/js": "^9.39.1",
-        "@playwright/test": "^1.57.0",
-        "@tailwindcss/postcss": "^4.1.17",
-        "@tailwindcss/vite": "^4.1.17",
-        "@types/express": "^5.0.5",
-        "@types/node": "^24.6.0",
-        "@types/react": "^19.1.16",
-        "@types/react-dom": "^19.1.9",
-        "@typescript-eslint/eslint-plugin": "^8.48.0",
-        "@typescript-eslint/parser": "^8.48.0",
-        "@vitejs/plugin-react": "^5.0.4",
-        "autoprefixer": "^10.4.21",
-        "eslint": "^9.39.1",
-        "eslint-config-prettier": "^10.1.8",
-        "eslint-plugin-react": "^7.37.5",
-        "eslint-plugin-react-hooks": "^7.0.1",
-        "eslint-plugin-react-refresh": "^0.4.24",
-        "prettier": "^3.6.2",
-        "sharp": "^0.34.5",
-        "tailwindcss": "^4.0.14",
-        "tsdown": "^0.20.3",
-        "tsx": "^4.20.6",
-        "typescript": "~5.9.3",
-        "typescript-eslint": "^8.48.0",
+        "@ast-grep/napi": "0.37.0",
+        "@eslint/compat": "2.0.0",
+        "@eslint/js": "9.39.1",
+        "@playwright/test": "1.57.0",
+        "@tailwindcss/postcss": "4.1.17",
+        "@tailwindcss/vite": "4.1.17",
+        "@types/express": "5.0.5",
+        "@types/node": "24.6.0",
+        "@types/react": "19.2.2",
+        "@types/react-dom": "19.2.2",
+        "@typescript-eslint/eslint-plugin": "8.48.0",
+        "@typescript-eslint/parser": "8.48.0",
+        "@vitejs/plugin-react": "5.0.4",
+        "autoprefixer": "10.4.21",
+        "eslint": "9.39.1",
+        "eslint-config-prettier": "10.1.8",
+        "eslint-plugin-react": "7.37.5",
+        "eslint-plugin-react-hooks": "7.0.1",
+        "eslint-plugin-react-refresh": "0.4.24",
+        "prettier": "3.6.2",
+        "sharp": "0.34.5",
+        "tailwindcss": "4.0.14",
+        "tsdown": "0.20.3",
+        "tsx": "4.20.6",
+        "typescript": "5.9.3",
+        "typescript-eslint": "8.48.0",
         "vite": "npm:rolldown-vite@7.1.14",
-        "vitest": "^4.0.14"
+        "vitest": "4.0.14"
       }
     },
     "node_modules/@alloc/quick-lru": {
@@ -441,9 +441,9 @@
       }
     },
     "node_modules/@babel/parser": {
-      "version": "7.29.0",
-      "resolved": "https://registry.npmjs.org/@babel/parser/-/parser-7.29.0.tgz",
-      "integrity": "sha512-IyDgFV5GeDUVX4YdF/3CPULtVGSXXMLh1xVIgdCgxApktqnQV0r7/8Nqthg+8YLGaAtdyIlo2qIdZrbCv4+7ww==",
+      "version": "7.29.2",
+      "resolved": "https://registry.npmjs.org/@babel/parser/-/parser-7.29.2.tgz",
+      "integrity": "sha512-4GgRzy/+fsBa72/RZVJmGKPmZu9Byn8o4MoLpmNe1m8ZfYnz5emHLQz3U4gLud6Zwl0RZIcgiLD7Uq7ySFuDLA==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
@@ -558,104 +558,108 @@
       }
     },
     "node_modules/@databricks/appkit": {
-      "version": "0.21.0",
-      "resolved": "https://registry.npmjs.org/@databricks/appkit/-/appkit-0.21.0.tgz",
-      "integrity": "sha512-F6+P5mSxFsE5YbKwmcDbyphGkMTgHDtN4+JJYkhJqHFAEU2slEagkM0bDbGJ8LNZBO1TX1DjhFpDNKdkaaKIlA==",
+      "version": "0.38.1",
+      "resolved": "https://registry.npmjs.org/@databricks/appkit/-/appkit-0.38.1.tgz",
+      "integrity": "sha512-iy7FbirWh3g8SbKcTMnX0E3Lu0MyS/w05loVteZJEuMGSzm99ECkBp6nHNijPGJMk2tO6JP7vrvLVUXM0tQROA==",
       "hasInstallScript": true,
       "license": "Apache-2.0",
       "dependencies": {
-        "@ast-grep/napi": "^0.37.0",
-        "@clack/prompts": "^1.0.1",
-        "@databricks/lakebase": "0.2.0",
-        "@databricks/sdk-experimental": "^0.16.0",
-        "@opentelemetry/api": "^1.9.0",
-        "@opentelemetry/api-logs": "^0.208.0",
-        "@opentelemetry/auto-instrumentations-node": "^0.67.0",
-        "@opentelemetry/exporter-logs-otlp-proto": "^0.208.0",
-        "@opentelemetry/exporter-metrics-otlp-proto": "^0.208.0",
-        "@opentelemetry/exporter-trace-otlp-proto": "^0.208.0",
-        "@opentelemetry/instrumentation": "^0.208.0",
-        "@opentelemetry/instrumentation-express": "^0.57.0",
-        "@opentelemetry/instrumentation-http": "^0.208.0",
-        "@opentelemetry/resources": "^2.2.0",
-        "@opentelemetry/sdk-logs": "^0.208.0",
-        "@opentelemetry/sdk-metrics": "^2.2.0",
-        "@opentelemetry/sdk-node": "^0.208.0",
-        "@opentelemetry/sdk-trace-base": "^2.6.0",
-        "@opentelemetry/semantic-conventions": "^1.38.0",
-        "@types/semver": "^7.7.1",
-        "ajv": "^8.17.1",
-        "ajv-formats": "^3.0.1",
-        "commander": "^12.1.0",
-        "dotenv": "^16.6.1",
-        "express": "^4.22.0",
-        "obug": "^2.1.1",
-        "pg": "^8.18.0",
-        "picocolors": "^1.1.1",
-        "semver": "^7.7.3",
+        "@ast-grep/napi": "0.37.0",
+        "@clack/prompts": "1.0.1",
+        "@databricks/lakebase": "0.3.0",
+        "@databricks/sdk-experimental": "0.17.0",
+        "@opentelemetry/api": "1.9.0",
+        "@opentelemetry/api-logs": "0.208.0",
+        "@opentelemetry/auto-instrumentations-node": "0.67.2",
+        "@opentelemetry/exporter-logs-otlp-proto": "0.208.0",
+        "@opentelemetry/exporter-metrics-otlp-proto": "0.208.0",
+        "@opentelemetry/exporter-trace-otlp-proto": "0.208.0",
+        "@opentelemetry/instrumentation": "0.208.0",
+        "@opentelemetry/instrumentation-express": "0.57.0",
+        "@opentelemetry/instrumentation-http": "0.208.0",
+        "@opentelemetry/resources": "2.2.0",
+        "@opentelemetry/sdk-logs": "0.208.0",
+        "@opentelemetry/sdk-metrics": "2.2.0",
+        "@opentelemetry/sdk-node": "0.208.0",
+        "@opentelemetry/sdk-trace-base": "2.6.0",
+        "@opentelemetry/semantic-conventions": "1.38.0",
+        "@standard-schema/spec": "1.1.0",
+        "@types/semver": "7.7.1",
+        "commander": "12.1.0",
+        "dotenv": "16.6.1",
+        "express": "4.22.0",
+        "get-port": "7.2.0",
+        "js-yaml": "4.1.1",
+        "magic-string": "0.30.21",
+        "obug": "2.1.1",
+        "pg": "8.18.0",
+        "picocolors": "1.1.1",
+        "semver": "7.7.3",
         "vite": "npm:rolldown-vite@7.1.14",
-        "ws": "^8.18.3"
+        "ws": "8.18.3",
+        "zod": "4.3.6"
       },
       "bin": {
         "appkit": "bin/appkit.js"
       }
     },
     "node_modules/@databricks/appkit-ui": {
-      "version": "0.21.0",
-      "resolved": "https://registry.npmjs.org/@databricks/appkit-ui/-/appkit-ui-0.21.0.tgz",
-      "integrity": "sha512-f1loF7BTtON6FEylUmRbP5nfGc/IPXmnDbTnOem/1p2kkPuKaV386ysdh5O2KnoVCzUFomQnD9Ut6p7ouWCaiw==",
+      "version": "0.38.1",
+      "resolved": "https://registry.npmjs.org/@databricks/appkit-ui/-/appkit-ui-0.38.1.tgz",
+      "integrity": "sha512-fhjPc74kTWYFWb30NGlN1jFPqbF/rN3j0JSTukgE/NF5wOkCWsBuNseNRgeL8fH5usKK3Ydnrx78JnIYS3B5OQ==",
       "hasInstallScript": true,
       "license": "Apache-2.0",
       "dependencies": {
-        "@ast-grep/napi": "^0.37.0",
-        "@clack/prompts": "^1.0.1",
-        "@radix-ui/react-accordion": "^1.2.12",
-        "@radix-ui/react-alert-dialog": "^1.1.15",
-        "@radix-ui/react-aspect-ratio": "^1.1.8",
-        "@radix-ui/react-avatar": "^1.1.11",
-        "@radix-ui/react-checkbox": "^1.3.3",
-        "@radix-ui/react-collapsible": "^1.1.12",
-        "@radix-ui/react-context-menu": "^2.2.16",
-        "@radix-ui/react-dialog": "^1.1.15",
-        "@radix-ui/react-dropdown-menu": "^2.1.16",
-        "@radix-ui/react-hover-card": "^1.1.15",
-        "@radix-ui/react-label": "^2.1.8",
-        "@radix-ui/react-menubar": "^1.1.16",
-        "@radix-ui/react-navigation-menu": "^1.2.14",
-        "@radix-ui/react-popover": "^1.1.15",
-        "@radix-ui/react-progress": "^1.1.8",
-        "@radix-ui/react-radio-group": "^1.3.8",
-        "@radix-ui/react-scroll-area": "^1.2.10",
-        "@radix-ui/react-select": "^2.2.6",
-        "@radix-ui/react-separator": "^1.1.8",
-        "@radix-ui/react-slider": "^1.3.6",
-        "@radix-ui/react-slot": "^1.2.4",
-        "@radix-ui/react-switch": "^1.2.6",
-        "@radix-ui/react-tabs": "^1.1.13",
-        "@radix-ui/react-toggle": "^1.1.10",
-        "@radix-ui/react-toggle-group": "^1.1.11",
-        "@radix-ui/react-tooltip": "^1.2.8",
-        "@tanstack/react-table": "^8.21.3",
-        "ajv": "^8.17.1",
-        "ajv-formats": "^3.0.1",
-        "apache-arrow": "^21.1.0",
-        "class-variance-authority": "^0.7.1",
-        "clsx": "^2.1.1",
-        "cmdk": "^1.1.1",
-        "commander": "^12.1.0",
-        "echarts": "^6.0.0",
-        "echarts-for-react": "^3.0.5",
-        "embla-carousel-react": "^8.6.0",
-        "input-otp": "^1.4.2",
-        "lucide-react": "^0.554.0",
-        "marked": "^17.0.3",
-        "next-themes": "^0.4.6",
-        "react-day-picker": "^9.11.3",
-        "react-hook-form": "^7.68.0",
-        "react-resizable-panels": "^3.0.6",
-        "sonner": "^2.0.7",
-        "tailwind-merge": "^3.4.0",
-        "vaul": "^1.1.2"
+        "@ast-grep/napi": "0.37.0",
+        "@clack/prompts": "1.0.1",
+        "@radix-ui/react-accordion": "1.2.12",
+        "@radix-ui/react-alert-dialog": "1.1.15",
+        "@radix-ui/react-aspect-ratio": "1.1.8",
+        "@radix-ui/react-avatar": "1.1.11",
+        "@radix-ui/react-checkbox": "1.3.3",
+        "@radix-ui/react-collapsible": "1.1.12",
+        "@radix-ui/react-context-menu": "2.2.16",
+        "@radix-ui/react-dialog": "1.1.15",
+        "@radix-ui/react-dropdown-menu": "2.1.16",
+        "@radix-ui/react-hover-card": "1.1.15",
+        "@radix-ui/react-label": "2.1.8",
+        "@radix-ui/react-menubar": "1.1.16",
+        "@radix-ui/react-navigation-menu": "1.2.14",
+        "@radix-ui/react-popover": "1.1.15",
+        "@radix-ui/react-progress": "1.1.8",
+        "@radix-ui/react-radio-group": "1.3.8",
+        "@radix-ui/react-scroll-area": "1.2.10",
+        "@radix-ui/react-select": "2.2.6",
+        "@radix-ui/react-separator": "1.1.8",
+        "@radix-ui/react-slider": "1.3.6",
+        "@radix-ui/react-slot": "1.2.4",
+        "@radix-ui/react-switch": "1.2.6",
+        "@radix-ui/react-tabs": "1.1.13",
+        "@radix-ui/react-toggle": "1.1.10",
+        "@radix-ui/react-toggle-group": "1.1.11",
+        "@radix-ui/react-tooltip": "1.2.8",
+        "@standard-schema/spec": "1.1.0",
+        "@tanstack/react-table": "8.21.3",
+        "apache-arrow": "21.1.0",
+        "class-variance-authority": "0.7.1",
+        "clsx": "2.1.1",
+        "cmdk": "1.1.1",
+        "commander": "12.1.0",
+        "dompurify": "3.3.3",
+        "echarts": "6.0.0",
+        "echarts-for-react": "3.0.5",
+        "embla-carousel-react": "8.6.0",
+        "input-otp": "1.4.2",
+        "lucide-react": "0.554.0",
+        "marked": "17.0.3",
+        "next-themes": "0.4.6",
+        "react-day-picker": "9.12.0",
+        "react-hook-form": "7.68.0",
+        "react-resizable-panels": "3.0.6",
+        "sonner": "2.0.7",
+        "tailwind-merge": "3.4.0",
+        "vaul": "1.1.2",
+        "zod": "4.3.6"
       },
       "bin": {
         "appkit": "bin/appkit.js"
@@ -675,20 +679,14 @@
         "react": "^16.5.1 || ^17.0.0 || ^18.0.0 || ^19.0.0"
       }
     },
-    "node_modules/@databricks/appkit/node_modules/@databricks/sdk-experimental": {
-      "version": "0.16.0",
-      "resolved": "https://registry.npmjs.org/@databricks/sdk-experimental/-/sdk-experimental-0.16.0.tgz",
-      "integrity": "sha512-9c2RxWYoRDFupdt4ZnBc1IPE1XaXgN+/wyV4DVcEqOnIa31ep51OnwAD/3014BImfKdyXg32nmgrB9dwvB6+lg==",
-      "license": "Apache-2.0",
-      "dependencies": {
-        "google-auth-library": "^10.5.0",
-        "ini": "^6.0.0",
-        "reflect-metadata": "^0.2.2",
-        "semver": "^7.7.3"
-      },
-      "engines": {
-        "node": ">=22.0",
-        "npm": ">=10.0.0"
+    "node_modules/@databricks/appkit-ui/node_modules/tailwind-merge": {
+      "version": "3.4.0",
+      "resolved": "https://registry.npmjs.org/tailwind-merge/-/tailwind-merge-3.4.0.tgz",
+      "integrity": "sha512-uSaO4gnW+b3Y2aWoWfFpX62vn2sR3skfhbjsEnaBI81WD1wBLlHZe5sWf0AqjksNdYTbGBEd0UasQMT3SNV15g==",
+      "license": "MIT",
+      "funding": {
+        "type": "github",
+        "url": "https://github.com/sponsors/dcastil"
       }
     },
     "node_modules/@databricks/appkit/node_modules/@opentelemetry/core": {
@@ -739,15 +737,63 @@
         "@opentelemetry/api": ">=1.3.0 <1.10.0"
       }
     },
+    "node_modules/@databricks/appkit/node_modules/@opentelemetry/semantic-conventions": {
+      "version": "1.38.0",
+      "resolved": "https://registry.npmjs.org/@opentelemetry/semantic-conventions/-/semantic-conventions-1.38.0.tgz",
+      "integrity": "sha512-kocjix+/sSggfJhwXqClZ3i9Y/MI0fp7b+g7kCRm6psy2dsf8uApTRclwG18h8Avm7C9+fnt+O36PspJ/OzoWg==",
+      "license": "Apache-2.0",
+      "engines": {
+        "node": ">=14"
+      }
+    },
+    "node_modules/@databricks/appkit/node_modules/pg": {
+      "version": "8.18.0",
+      "resolved": "https://registry.npmjs.org/pg/-/pg-8.18.0.tgz",
+      "integrity": "sha512-xqrUDL1b9MbkydY/s+VZ6v+xiMUmOUk7SS9d/1kpyQxoJ6U9AO1oIJyUWVZojbfe5Cc/oluutcgFG4L9RDP1iQ==",
+      "license": "MIT",
+      "dependencies": {
+        "pg-connection-string": "^2.11.0",
+        "pg-pool": "^3.11.0",
+        "pg-protocol": "^1.11.0",
+        "pg-types": "2.2.0",
+        "pgpass": "1.0.5"
+      },
+      "engines": {
+        "node": ">= 16.0.0"
+      },
+      "optionalDependencies": {
+        "pg-cloudflare": "^1.3.0"
+      },
+      "peerDependencies": {
+        "pg-native": ">=3.0.1"
+      },
+      "peerDependenciesMeta": {
+        "pg-native": {
+          "optional": true
+        }
+      }
+    },
+    "node_modules/@databricks/appkit/node_modules/semver": {
+      "version": "7.7.3",
+      "resolved": "https://registry.npmjs.org/semver/-/semver-7.7.3.tgz",
+      "integrity": "sha512-SdsKMrI9TdgjdweUSR9MweHA4EJ8YxHn8DFaDisvhVlUOe4BF1tLD7GAj0lIqWVl+dPb/rExr0Btby5loQm20Q==",
+      "license": "ISC",
+      "bin": {
+        "semver": "bin/semver.js"
+      },
+      "engines": {
+        "node": ">=10"
+      }
+    },
     "node_modules/@databricks/lakebase": {
-      "version": "0.2.0",
-      "resolved": "https://registry.npmjs.org/@databricks/lakebase/-/lakebase-0.2.0.tgz",
-      "integrity": "sha512-dlLav/bLEbfpqdazcStbPk/8VYocXU/6KGyFhYsuNeUYbl8txrmEdSUB81N5D/kz41xEwuGkngu5BIUj1zcHZQ==",
+      "version": "0.3.0",
+      "resolved": "https://registry.npmjs.org/@databricks/lakebase/-/lakebase-0.3.0.tgz",
+      "integrity": "sha512-7oPuLWHqJQTZhwOnK6GXFdGBfLDUNbTIQezp5DWchyqhH71HGsRYStQw1nVr92gkxV4QQ7+1dHSB0pBS9mLYmA==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@databricks/sdk-experimental": "^0.16.0",
-        "@opentelemetry/api": "^1.9.0",
-        "pg": "^8.18.0"
+        "@databricks/sdk-experimental": "0.16.0",
+        "@opentelemetry/api": "1.9.0",
+        "pg": "8.18.0"
       }
     },
     "node_modules/@databricks/lakebase/node_modules/@databricks/sdk-experimental": {
@@ -766,10 +812,37 @@
         "npm": ">=10.0.0"
       }
     },
+    "node_modules/@databricks/lakebase/node_modules/pg": {
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-        "@esbuild/win32-x64": "0.27.3"
+        "fsevents": "~2.3.3"
       }
     },
     "node_modules/tsx/node_modules/fsevents": {
@@ -14145,16 +14190,16 @@
       }
     },
     "node_modules/typescript-eslint": {
-      "version": "8.56.1",
-      "resolved": "https://registry.npmjs.org/typescript-eslint/-/typescript-eslint-8.56.1.tgz",
-      "integrity": "sha512-U4lM6pjmBX7J5wk4szltF7I1cGBHXZopnAXCMXb3+fZ3B/0Z3hq3wS/CCUB2NZBNAExK92mCU2tEohWuwVMsDQ==",
+      "version": "8.48.0",
+      "resolved": "https://registry.npmjs.org/typescript-eslint/-/typescript-eslint-8.48.0.tgz",
+      "integrity": "sha512-fcKOvQD9GUn3Xw63EgiDqhvWJ5jsyZUaekl3KVpGsDJnN46WJTe3jWxtQP9lMZm1LJNkFLlTaWAxK2vUQR+cqw==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
-        "@typescript-eslint/eslint-plugin": "8.56.1",
-        "@typescript-eslint/parser": "8.56.1",
-        "@typescript-eslint/typescript-estree": "8.56.1",
-        "@typescript-eslint/utils": "8.56.1"
+        "@typescript-eslint/eslint-plugin": "8.48.0",
+        "@typescript-eslint/parser": "8.48.0",
+        "@typescript-eslint/typescript-estree": "8.48.0",
+        "@typescript-eslint/utils": "8.48.0"
       },
       "engines": {
         "node": "^18.18.0 || ^20.9.0 || >=21.1.0"
@@ -14164,7 +14209,7 @@
         "url": "https://opencollective.com/typescript-eslint"
       },
       "peerDependencies": {
-        "eslint": "^8.57.0 || ^9.0.0 || ^10.0.0",
+        "eslint": "^8.57.0 || ^9.0.0",
         "typescript": ">=4.8.4 <6.0.0"
       }
     },
@@ -14211,9 +14256,9 @@
       }
     },
     "node_modules/undici-types": {
-      "version": "7.16.0",
-      "resolved": "https://registry.npmjs.org/undici-types/-/undici-types-7.16.0.tgz",
-      "integrity": "sha512-Zz+aZWSj8LE6zoxD+xrjh4VfkIG8Ya6LvYkZqtUQGJPZjYl53ypCaUwWqo7eI0x66KBGeRo+mlBEkMSeSZ38Nw==",
+      "version": "7.13.0",
+      "resolved": "https://registry.npmjs.org/undici-types/-/undici-types-7.13.0.tgz",
+      "integrity": "sha512-Ov2Rr9Sx+fRgagJ5AX0qvItZG/JKKoBRAVITs1zk7IqZGTJUwgUr7qoYBpWwakpWilTZFM98rG/AFRocu10iIQ==",
       "license": "MIT"
     },
     "node_modules/unpipe": {
@@ -14773,19 +14818,19 @@
       }
     },
     "node_modules/vitest": {
-      "version": "4.0.18",
-      "resolved": "https://registry.npmjs.org/vitest/-/vitest-4.0.18.tgz",
-      "integrity": "sha512-hOQuK7h0FGKgBAas7v0mSAsnvrIgAvWmRFjmzpJ7SwFHH3g1k2u37JtYwOwmEKhK6ZO3v9ggDBBm0La1LCK4uQ==",
+      "version": "4.0.14",
+      "resolved": "https://registry.npmjs.org/vitest/-/vitest-4.0.14.tgz",
+      "integrity": "sha512-d9B2J9Cm9dN9+6nxMnnNJKJCtcyKfnHj15N6YNJfaFHRLua/d3sRKU9RuKmO9mB0XdFtUizlxfz/VPbd3OxGhw==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
-        "@vitest/expect": "4.0.18",
-        "@vitest/mocker": "4.0.18",
-        "@vitest/pretty-format": "4.0.18",
-        "@vitest/runner": "4.0.18",
-        "@vitest/snapshot": "4.0.18",
-        "@vitest/spy": "4.0.18",
-        "@vitest/utils": "4.0.18",
+        "@vitest/expect": "4.0.14",
+        "@vitest/mocker": "4.0.14",
+        "@vitest/pretty-format": "4.0.14",
+        "@vitest/runner": "4.0.14",
+        "@vitest/snapshot": "4.0.14",
+        "@vitest/spy": "4.0.14",
+        "@vitest/utils": "4.0.14",
         "es-module-lexer": "^1.7.0",
         "expect-type": "^1.2.2",
         "magic-string": "^0.30.21",
@@ -14794,7 +14839,7 @@
         "picomatch": "^4.0.3",
         "std-env": "^3.10.0",
         "tinybench": "^2.9.0",
-        "tinyexec": "^1.0.2",
+        "tinyexec": "^0.3.2",
         "tinyglobby": "^0.2.15",
         "tinyrainbow": "^3.0.3",
         "vite": "^6.0.0 || ^7.0.0",
@@ -14813,10 +14858,10 @@
         "@edge-runtime/vm": "*",
         "@opentelemetry/api": "^1.9.0",
         "@types/node": "^20.0.0 || ^22.0.0 || >=24.0.0",
-        "@vitest/browser-playwright": "4.0.18",
-        "@vitest/browser-preview": "4.0.18",
-        "@vitest/browser-webdriverio": "4.0.18",
-        "@vitest/ui": "4.0.18",
+        "@vitest/browser-playwright": "4.0.14",
+        "@vitest/browser-preview": "4.0.14",
+        "@vitest/browser-webdriverio": "4.0.14",
+        "@vitest/ui": "4.0.14",
         "happy-dom": "*",
         "jsdom": "*"
       },
@@ -14850,6 +14895,13 @@
         }
       }
     },
+    "node_modules/vitest/node_modules/tinyexec": {
+      "version": "0.3.2",
+      "resolved": "https://registry.npmjs.org/tinyexec/-/tinyexec-0.3.2.tgz",
+      "integrity": "sha512-KQQR9yN7R5+OSwaK0XQoj22pwHoTlgYqmUscPYoknOoWCWfj/5/ABTMRi69FrKU5ffPVh5QcFikpWJI/P1ocHA==",
+      "dev": true,
+      "license": "MIT"
+    },
     "node_modules/web-streams-polyfill": {
       "version": "3.3.3",
       "resolved": "https://registry.npmjs.org/web-streams-polyfill/-/web-streams-polyfill-3.3.3.tgz",
@@ -15051,9 +15103,9 @@
       }
     },
     "node_modules/ws": {
-      "version": "8.19.0",
-      "resolved": "https://registry.npmjs.org/ws/-/ws-8.19.0.tgz",
-      "integrity": "sha512-blAT2mjOEIi0ZzruJfIhb3nps74PRWTCz1IjglWEEpQl5XS/UNama6u2/rjFkDDouqr4L67ry+1aGIALViWjDg==",
+      "version": "8.18.3",
+      "resolved": "https://registry.npmjs.org/ws/-/ws-8.18.3.tgz",
+      "integrity": "sha512-PEIGCY5tSlUt50cqyMXfCzX+oOPqN0vuGqWzbcJ2xvnkzkq46oOpz7dQaTDBdfICb4N14+GARUDw2XV2N4tvzg==",
       "license": "MIT",
       "engines": {
         "node": ">=10.0.0"
diff --git a/appkit-all-in-one/package.json b/appkit-all-in-one/package.json
index 8bf6fa12..b9567293 100644
--- a/appkit-all-in-one/package.json
+++ b/appkit-all-in-one/package.json
@@ -7,9 +7,9 @@
     "start": "NODE_ENV=production node --env-file-if-exists=./.env ./dist/server.js",
     "dev": "NODE_ENV=development tsx watch --tsconfig ./tsconfig.server.json --env-file-if-exists=./.env ./server/server.ts",
     "build:client": "tsc -b tsconfig.client.json && vite build --config client/vite.config.ts",
-    "build:server": "tsdown -c tsdown.server.config.ts",
+    "build:server": "tsc -b tsconfig.server.json && tsdown -c tsdown.server.config.ts",
     "build": "npm run build:server && npm run build:client",
-    "typecheck": "tsc -p ./tsconfig.server.json --noEmit && tsc -p ./tsconfig.client.json --noEmit",
+    "typecheck": "tsc -b tsconfig.server.json && tsc -b tsconfig.client.json",
     "lint": "eslint .",
     "lint:fix": "eslint . --fix",
     "lint:ast-grep": "appkit lint",
@@ -32,51 +32,51 @@
   "license": "Unlicensed",
   "description": "Full-stack Node.js app with SQL analytics dashboards, file browser, Genie AI conversations, and Lakebase Autoscaling (Postgres) CRUD",
   "dependencies": {
-    "@databricks/appkit": "0.21.0",
-    "@databricks/appkit-ui": "0.21.0",
-    "@databricks/sdk-experimental": "^0.14.2",
-    "clsx": "^2.1.1",
-    "embla-carousel-react": "^8.6.0",
-    "lucide-react": "^0.546.0",
-    "next-themes": "^0.4.6",
-    "react": "^19.1.1",
-    "react-dom": "^19.1.1",
-    "react-resizable-panels": "^3.0.6",
-    "react-router": "^7.13.0",
-    "tailwind-merge": "^3.3.1",
-    "tw-animate-css": "^1.4.0",
-    "tailwindcss-animate": "^1.0.7",
-    "zod": "^4.1.13"
+    "@databricks/appkit": "0.38.1",
+    "@databricks/appkit-ui": "0.38.1",
+    "@databricks/sdk-experimental": "0.17.0",
+    "clsx": "2.1.1",
+    "embla-carousel-react": "8.6.0",
+    "lucide-react": "0.546.0",
+    "next-themes": "0.4.6",
+    "react": "19.2.4",
+    "react-dom": "19.2.4",
+    "react-resizable-panels": "3.0.6",
+    "react-router": "7.13.0",
+    "tailwind-merge": "3.3.1",
+    "tw-animate-css": "1.4.0",
+    "tailwindcss-animate": "1.0.7",
+    "zod": "4.3.6"
   },
   "devDependencies": {
-    "@ast-grep/napi": "^0.37.0",
-    "@eslint/compat": "^2.0.0",
-    "@eslint/js": "^9.39.1",
-    "@playwright/test": "^1.57.0",
-    "@tailwindcss/postcss": "^4.1.17",
-    "@tailwindcss/vite": "^4.1.17",
-    "@types/express": "^5.0.5",
-    "@types/node": "^24.6.0",
-    "@types/react": "^19.1.16",
-    "@types/react-dom": "^19.1.9",
-    "@typescript-eslint/eslint-plugin": "^8.48.0",
-    "@typescript-eslint/parser": "^8.48.0",
-    "@vitejs/plugin-react": "^5.0.4",
-    "autoprefixer": "^10.4.21",
-    "eslint": "^9.39.1",
-    "eslint-config-prettier": "^10.1.8",
-    "eslint-plugin-react": "^7.37.5",
-    "eslint-plugin-react-hooks": "^7.0.1",
-    "eslint-plugin-react-refresh": "^0.4.24",
-    "prettier": "^3.6.2",
-    "sharp": "^0.34.5",
-    "tailwindcss": "^4.0.14",
-    "tsdown": "^0.20.3",
-    "tsx": "^4.20.6",
-    "typescript": "~5.9.3",
-    "typescript-eslint": "^8.48.0",
+    "@ast-grep/napi": "0.37.0",
+    "@eslint/compat": "2.0.0",
+    "@eslint/js": "9.39.1",
+    "@playwright/test": "1.57.0",
+    "@tailwindcss/postcss": "4.1.17",
+    "@tailwindcss/vite": "4.1.17",
+    "@types/express": "5.0.5",
+    "@types/node": "24.6.0",
+    "@types/react": "19.2.2",
+    "@types/react-dom": "19.2.2",
+    "@typescript-eslint/eslint-plugin": "8.48.0",
+    "@typescript-eslint/parser": "8.48.0",
+    "@vitejs/plugin-react": "5.0.4",
+    "autoprefixer": "10.4.21",
+    "eslint": "9.39.1",
+    "eslint-config-prettier": "10.1.8",
+    "eslint-plugin-react": "7.37.5",
+    "eslint-plugin-react-hooks": "7.0.1",
+    "eslint-plugin-react-refresh": "0.4.24",
+    "prettier": "3.6.2",
+    "sharp": "0.34.5",
+    "tailwindcss": "4.0.14",
+    "tsdown": "0.20.3",
+    "tsx": "4.20.6",
+    "typescript": "5.9.3",
+    "typescript-eslint": "8.48.0",
     "vite": "npm:rolldown-vite@7.1.14",
-    "vitest": "^4.0.14"
+    "vitest": "4.0.14"
   },
   "overrides": {
     "vite": "npm:rolldown-vite@7.1.14"
diff --git a/appkit-all-in-one/server/routes/lakebase/todo-routes.ts b/appkit-all-in-one/server/routes/lakebase/todo-routes.ts
index 5afa93ae..dae9400b 100644
--- a/appkit-all-in-one/server/routes/lakebase/todo-routes.ts
+++ b/appkit-all-in-one/server/routes/lakebase/todo-routes.ts
@@ -1,3 +1,6 @@
+// For per-user connections (OBO) with Row-Level Security, see:
+// https://www.databricks.com/devhub/docs/appkit/v0/plugins/lakebase#on-behalf-of-obo--per-user-connections
+
 import { z } from 'zod';
 import { Application } from 'express';
 
@@ -41,7 +44,7 @@ export async function setupSampleLakebaseRoutes(appkit: AppKitWithLakebase) {
   } catch (err) {
     console.warn('[lakebase] Database setup failed:', (err as Error).message);
     console.warn('[lakebase] Routes will be registered but may return errors');
-    console.warn('[lakebase] See https://databricks.github.io/appkit/docs/plugins/lakebase#database-permissions for troubleshooting');
+    console.warn('[lakebase] See https://www.databricks.com/devhub/docs/appkit/v0/plugins/lakebase#database-permissions for troubleshooting');
   }
 
   appkit.server.extend((app) => {
diff --git a/appkit-all-in-one/server/server.ts b/appkit-all-in-one/server/server.ts
index fc8e82a8..9ddaa857 100644
--- a/appkit-all-in-one/server/server.ts
+++ b/appkit-all-in-one/server/server.ts
@@ -3,15 +3,13 @@ import { setupSampleLakebaseRoutes } from './routes/lakebase/todo-routes';
 
 createApp({
   plugins: [
-    server({ autoStart: false }),
     analytics(),
     files(),
     genie(),
     lakebase(),
+    server(),
   ],
-})
-  .then(async (appkit) => {
+  async onPluginsReady(appkit) {
     await setupSampleLakebaseRoutes(appkit);
-    await appkit.server.start();
-  })
-  .catch(console.error);
+  },
+}).catch(console.error);
diff --git a/appkit-all-in-one/tsconfig.client.json b/appkit-all-in-one/tsconfig.client.json
index 8732ba46..a183fcac 100644
--- a/appkit-all-in-one/tsconfig.client.json
+++ b/appkit-all-in-one/tsconfig.client.json
@@ -24,5 +24,5 @@
       "@/*": ["./src/*"]
     }
   },
-  "include": ["client/src"]
+  "include": ["client/src", "shared/appkit-types"]
 }
diff --git a/appkit-all-in-one/tsconfig.server.json b/appkit-all-in-one/tsconfig.server.json
index 8cdada22..8e6ff1e5 100644
--- a/appkit-all-in-one/tsconfig.server.json
+++ b/appkit-all-in-one/tsconfig.server.json
@@ -4,13 +4,8 @@
     "tsBuildInfoFile": "./node_modules/.tmp/tsconfig.server.tsbuildinfo",
     "target": "ES2020",
     "lib": ["ES2020"],
-
-    /* Emit */
-    "outDir": "./dist",
-    "rootDir": "./",
-    "declaration": true,
-    "declarationMap": true,
-    "sourceMap": true
+    "noEmit": true,
+    "rootDir": "./"
   },
   "include": ["server/**/*", "shared/**/*", "config/**/*"],
   "exclude": ["node_modules", "dist", "client"]
diff --git a/appkit-analytics/.gitignore b/appkit-analytics/.gitignore
index f2abc326..23adbc24 100644
--- a/appkit-analytics/.gitignore
+++ b/appkit-analytics/.gitignore
@@ -8,3 +8,6 @@ build/
 .smoke-test/
 test-results/
 playwright-report/
+
+# Auto-generated types (endpoint-specific, varies per developer)
+shared/appkit-types/serving.d.ts
diff --git a/appkit-analytics/CLAUDE.md b/appkit-analytics/CLAUDE.md
index 868a9ddb..d26d57d9 100644
--- a/appkit-analytics/CLAUDE.md
+++ b/appkit-analytics/CLAUDE.md
@@ -13,6 +13,6 @@ This project uses Databricks AppKit packages. For AI assistant guidance on using
 For enhanced AI assistance with Databricks CLI operations, authentication, data exploration, and app development, install the Databricks skills:
 
 ```bash
-databricks experimental aitools skills install
+databricks aitools install
 ```
 <!-- appkit-instructions-end -->
diff --git a/appkit-analytics/README.md b/appkit-analytics/README.md
index 3c2555b8..0bdff22d 100644
--- a/appkit-analytics/README.md
+++ b/appkit-analytics/README.md
@@ -1,6 +1,6 @@
 # appkit-analytics
 
-A Databricks App powered by [AppKit](https://databricks.github.io/appkit/), featuring React, TypeScript, and Tailwind CSS.
+A Databricks App powered by [AppKit](https://www.databricks.com/devhub/docs/appkit/v0/), featuring React, TypeScript, and Tailwind CSS.
 
 **Enabled plugins:**
 - **Analytics** -- SQL query execution against Databricks SQL Warehouses
diff --git a/appkit-analytics/appkit.plugins.json b/appkit-analytics/appkit.plugins.json
index d0e27fec..99731bd6 100644
--- a/appkit-analytics/appkit.plugins.json
+++ b/appkit-analytics/appkit.plugins.json
@@ -1,7 +1,33 @@
 {
   "$schema": "https://databricks.github.io/appkit/schemas/template-plugins.schema.json",
-  "version": "1.0",
+  "version": "2.0",
   "plugins": {
+    "agents": {
+      "name": "agents",
+      "displayName": "Agents Plugin",
+      "description": "AI agents driven by markdown configs or code, with auto-tool-discovery from registered plugins",
+      "package": "@databricks/appkit",
+      "resources": {
+        "required": [],
+        "optional": [
+          {
+            "type": "serving_endpoint",
+            "alias": "Default LLM for agents",
+            "resourceKey": "agents-serving-endpoint",
+            "description": "Default streaming-capable LLM endpoint for agents that don't pin their own model",
+            "permission": "CAN_QUERY",
+            "fields": {
+              "name": {
+                "env": "DATABRICKS_SERVING_ENDPOINT_NAME",
+                "description": "Default LLM serving endpoint name",
+                "origin": "user"
+              }
+            }
+          }
+        ]
+      },
+      "stability": "beta"
+    },
     "analytics": {
       "name": "analytics",
       "displayName": "Analytics Plugin",
@@ -18,13 +44,28 @@
             "fields": {
               "id": {
                 "env": "DATABRICKS_WAREHOUSE_ID",
-                "description": "SQL Warehouse ID"
+                "description": "SQL Warehouse ID",
+                "discovery": {
+                  "type": "kind",
+                  "resourceKind": "warehouse"
+                },
+                "origin": "user"
               }
             }
           }
         ],
         "optional": []
       },
+      "scaffolding": {
+        "rules": {
+          "must": [
+            "Before init, ensure the SQL Warehouse passed via --set analytics.sql-warehouse.id is running"
+          ],
+          "should": [
+            "After init, ensure config/queries/ has at least one .sql file before running npm run typegen"
+          ]
+        }
+      },
       "requiredByTemplate": true
     },
     "files": {
@@ -43,12 +84,25 @@
             "fields": {
               "path": {
                 "env": "DATABRICKS_VOLUME_FILES",
-                "description": "Volume path for file storage (e.g. /Volumes/catalog/schema/volume_name)"
+                "description": "Volume path for file storage (e.g. /Volumes/catalog/schema/volume_name)",
+                "discovery": {
+                  "type": "kind",
+                  "resourceKind": "volume",
+                  "select": "full_name"
+                },
+                "origin": "user"
               }
             }
           }
         ],
         "optional": []
+      },
+      "scaffolding": {
+        "rules": {
+          "must": [
+            "Before init, verify your Unity Catalog volume exists and you have WRITE_VOLUME permission"
+          ]
+        }
       }
     },
     "genie": {
@@ -67,7 +121,48 @@
             "fields": {
               "id": {
                 "env": "DATABRICKS_GENIE_SPACE_ID",
-                "description": "Default Genie Space ID"
+                "description": "Default Genie Space ID",
+                "discovery": {
+                  "type": "kind",
+                  "resourceKind": "genie_space"
+                },
+                "origin": "user"
+              },
+              "name": {
+                "description": "Genie Space display name",
+                "origin": "user"
+              }
+            }
+          }
+        ],
+        "optional": []
+      },
+      "scaffolding": {
+        "rules": {
+          "must": [
+            "After init, configure the 'spaces' map in plugin config with alias-to-Space-ID mappings"
+          ]
+        }
+      }
+    },
+    "jobs": {
+      "name": "jobs",
+      "displayName": "Jobs Plugin",
+      "description": "Manage Databricks Lakeflow Jobs.",
+      "package": "@databricks/appkit",
+      "resources": {
+        "required": [
+          {
+            "type": "job",
+            "alias": "Job",
+            "resourceKey": "job",
+            "description": "A Databricks job to trigger and monitor",
+            "permission": "CAN_MANAGE_RUN",
+            "fields": {
+              "id": {
+                "env": "DATABRICKS_JOB_ID",
+                "description": "Numeric Databricks job ID. Find it in the Jobs UI or via `databricks jobs list`.",
+                "origin": "user"
               }
             }
           }
@@ -89,55 +184,94 @@
             "description": "Lakebase Postgres database for persistent storage",
             "permission": "CAN_CONNECT_AND_CREATE",
             "fields": {
+              "project": {
+                "description": "Full Lakebase Postgres project resource name. Obtain by running `databricks postgres list-projects`, select the desired item from the output array and use its .name value.",
+                "examples": [
+                  "projects/{project-id}"
+                ],
+                "discovery": {
+                  "type": "kind",
+                  "resourceKind": "postgres_project",
+                  "select": "name"
+                },
+                "origin": "user"
+              },
               "branch": {
-                "description": "Full Lakebase Postgres branch resource name. Obtain by running `databricks postgres list-branches projects/{project-id}`, select the desired item from the output array and use its .name value.",
+                "description": "Full Lakebase Postgres branch resource name. Obtain by running `databricks postgres list-branches {project-name}`, select the desired item from the output array and use its .name value. Requires the project resource name.",
                 "examples": [
                   "projects/{project-id}/branches/{branch-id}"
-                ]
+                ],
+                "discovery": {
+                  "type": "kind",
+                  "resourceKind": "postgres_branch",
+                  "select": "name",
+                  "dependsOn": "project"
+                },
+                "origin": "user"
               },
               "database": {
                 "description": "Full Lakebase Postgres database resource name. Obtain by running `databricks postgres list-databases {branch-name}`, select the desired item from the output array and use its .name value. Requires the branch resource name.",
                 "examples": [
                   "projects/{project-id}/branches/{branch-id}/databases/{database-id}"
-                ]
+                ],
+                "discovery": {
+                  "type": "kind",
+                  "resourceKind": "postgres_database",
+                  "select": "name",
+                  "dependsOn": "branch"
+                },
+                "origin": "user"
               },
               "host": {
                 "env": "PGHOST",
+                "description": "Postgres host for local development. Auto-injected by the platform at deploy time.",
                 "localOnly": true,
                 "resolve": "postgres:host",
-                "description": "Postgres host for local development. Auto-injected by the platform at deploy time."
+                "origin": "platform"
               },
               "databaseName": {
                 "env": "PGDATABASE",
+                "description": "Postgres database name for local development. Auto-injected by the platform at deploy time.",
                 "localOnly": true,
                 "resolve": "postgres:databaseName",
-                "description": "Postgres database name for local development. Auto-injected by the platform at deploy time."
+                "origin": "platform"
               },
               "endpointPath": {
                 "env": "LAKEBASE_ENDPOINT",
-                "bundleIgnore": true,
-                "resolve": "postgres:endpointPath",
                 "description": "Lakebase endpoint resource name. Auto-injected at runtime via app.yaml valueFrom: postgres. For local development, obtain by running `databricks postgres list-endpoints {branch-name}`, select the desired item from the output array and use its .name value.",
+                "bundleIgnore": true,
                 "examples": [
                   "projects/{project-id}/branches/{branch-id}/endpoints/{endpoint-id}"
-                ]
+                ],
+                "resolve": "postgres:endpointPath",
+                "origin": "cli"
               },
               "port": {
                 "env": "PGPORT",
+                "description": "Postgres port. Auto-injected by the platform at deploy time.",
                 "localOnly": true,
                 "value": "5432",
-                "description": "Postgres port. Auto-injected by the platform at deploy time."
+                "origin": "platform"
               },
               "sslmode": {
                 "env": "PGSSLMODE",
+                "description": "Postgres SSL mode. Auto-injected by the platform at deploy time.",
                 "localOnly": true,
                 "value": "require",
-                "description": "Postgres SSL mode. Auto-injected by the platform at deploy time."
+                "origin": "platform"
               }
             }
           }
         ],
         "optional": []
+      },
+      "scaffolding": {
+        "rules": {
+          "should": [
+            "After init, run any database migrations for your chosen ORM before first request",
+            "After init, verify Lakebase connectivity with 'psql $PGHOST -c \"select 1\"'"
+          ]
+        }
       }
     },
     "server": {
@@ -150,6 +284,90 @@
         "optional": []
       },
       "requiredByTemplate": true
+    },
+    "serving": {
+      "name": "serving",
+      "displayName": "Model Serving Plugin",
+      "description": "Authenticated proxy to Databricks Model Serving endpoints",
+      "package": "@databricks/appkit",
+      "resources": {
+        "required": [
+          {
+            "type": "serving_endpoint",
+            "alias": "Serving Endpoint",
+            "resourceKey": "serving-endpoint",
+            "description": "Model Serving endpoint for inference",
+            "permission": "CAN_QUERY",
+            "fields": {
+              "name": {
+                "env": "DATABRICKS_SERVING_ENDPOINT_NAME",
+                "description": "Serving endpoint name",
+                "origin": "user"
+              }
+            }
+          }
+        ],
+        "optional": []
+      }
+    }
+  },
+  "scaffolding": {
+    "command": "databricks apps init",
+    "flags": {
+      "--name": {
+        "description": "Project name — sets {{.projectName}} in package.json, databricks.yml, and .env. Required for non-interactive scaffolding.",
+        "required": true,
+        "pattern": "^[a-z][a-z0-9-]*$"
+      },
+      "--template": {
+        "description": "Template path (local directory or GitHub URL)",
+        "required": false
+      },
+      "--version": {
+        "description": "AppKit version to use; defaults to auto-detected",
+        "required": false
+      },
+      "--features": {
+        "description": "Plugins to enable (comma-separated, no spaces; must match keys in this manifest's plugins map)",
+        "required": false,
+        "pattern": "^[a-zA-Z0-9_-]+(,[a-zA-Z0-9_-]+)*$"
+      },
+      "--set": {
+        "description": "Set resource values (format: plugin.resourceKey.field=value, repeatable)",
+        "required": false
+      },
+      "--output-dir": {
+        "description": "Directory to write the project to",
+        "required": false
+      },
+      "--description": {
+        "description": "App description",
+        "required": false
+      },
+      "--run": {
+        "description": "Run the app after creation (none, dev, dev-remote)",
+        "required": false
+      },
+      "--auto-approve": {
+        "description": "Pass as a bare flag (no value) to skip prompts for optional resources. Not recommended for agent-driven init — conflicts with the 'ask user when in doubt' rule.",
+        "required": false
+      },
+      "--profile": {
+        "description": "Databricks CLI profile to use for authentication (global flag)",
+        "required": false
+      }
+    },
+    "rules": {
+      "must": [
+        "Keep all secrets and credentials only in app.yaml, databricks.yml, and/or .env"
+      ],
+      "should": [
+        "ask user when in doubt of resource to use for plugin"
+      ],
+      "never": [
+        "guess resources when multiple or no options are available",
+        "embed secrets in files that will go to the client-bundle"
+      ]
     }
   }
 }
diff --git a/appkit-analytics/client/src/App.tsx b/appkit-analytics/client/src/App.tsx
index 78ef565b..d6a78ee7 100644
--- a/appkit-analytics/client/src/App.tsx
+++ b/appkit-analytics/client/src/App.tsx
@@ -1,10 +1,18 @@
 import { createBrowserRouter, RouterProvider, NavLink, Outlet } from 'react-router';
+import { useState, useEffect } from 'react';
 import {
+  Button,
   Card,
   CardContent,
   CardHeader,
   CardTitle,
+  Sheet,
+  SheetContent,
+  SheetHeader,
+  SheetTitle,
+  useIsMobile,
 } from '@databricks/appkit-ui/react';
+import { Menu } from 'lucide-react';
 import { AnalyticsPage } from './pages/analytics/AnalyticsPage';
 
 const navLinkClass = ({ isActive }: { isActive: boolean }) =>
@@ -14,22 +22,61 @@ const navLinkClass = ({ isActive }: { isActive: boolean }) =>
       : 'text-muted-foreground hover:bg-muted hover:text-foreground'
   }`;
 
+const mobileNavLinkClass = ({ isActive }: { isActive: boolean }) =>
+  `block px-3 py-2 rounded-md text-sm font-medium transition-colors ${
+    isActive
+      ? 'bg-primary text-primary-foreground'
+      : 'text-muted-foreground hover:bg-muted hover:text-foreground'
+  }`;
+
+type NavLinkClassFn = (props: { isActive: boolean }) => string;
+
+function NavLinks({ className, linkClass, onClick }: { className?: string; linkClass: NavLinkClassFn; onClick?: () => void }) {
+  return (
+    <nav className={className}>
+      <NavLink to="/" end className={linkClass} onClick={onClick}>
+        Home
+      </NavLink>
+      <NavLink to="/analytics" className={linkClass} onClick={onClick}>
+        Analytics
+      </NavLink>
+    </nav>
+  );
+}
+
 function Layout() {
+  const isMobile = useIsMobile();
+  const [mobileNavOpen, setMobileNavOpen] = useState(false);
+
+  // Close mobile nav when viewport crosses to desktop
+  useEffect(() => {
+    if (!isMobile) setMobileNavOpen(false);
+  }, [isMobile]);
+
   return (
     <div className="min-h-screen bg-background flex flex-col">
-      <header className="border-b px-6 py-3 flex items-center gap-4">
+      <header className="border-b px-4 md:px-6 py-3 flex items-center gap-4">
         <h1 className="text-lg font-semibold text-foreground">appkit-analytics</h1>
-        <nav className="flex gap-1">
-          <NavLink to="/" end className={navLinkClass}>
-            Home
-          </NavLink>
-          <NavLink to="/analytics" className={navLinkClass}>
-            Analytics
-          </NavLink>
-        </nav>
+        {/* Desktop nav — hidden below md breakpoint */}
+        <NavLinks className="hidden md:flex gap-1" linkClass={navLinkClass} />
+        {/* Mobile nav — visible below md breakpoint */}
+        <div className="ml-auto md:hidden">
+          <Sheet open={mobileNavOpen} onOpenChange={setMobileNavOpen}>
+            <Button variant="ghost" size="icon" onClick={() => setMobileNavOpen(true)}>
+              <Menu className="h-5 w-5" />
+              <span className="sr-only">Open navigation</span>
+            </Button>
+            <SheetContent side="left">
+              <SheetHeader>
+                <SheetTitle>Navigation</SheetTitle>
+              </SheetHeader>
+              <NavLinks className="flex flex-col gap-1" linkClass={mobileNavLinkClass} onClick={() => setMobileNavOpen(false)} />
+            </SheetContent>
+          </Sheet>
+        </div>
       </header>
 
-      <main className="flex-1 p-6">
+      <main className="flex-1 p-4 md:p-6">
         <Outlet />
       </main>
     </div>
@@ -81,7 +128,7 @@ function HomePage() {
             </li>
             <li>
               <a
-                href="https://databricks.github.io/appkit/"
+                href="https://www.databricks.com/devhub/docs/appkit/v0/"
                 target="_blank"
                 rel="noopener noreferrer"
                 className="text-primary underline underline-offset-4 hover:text-primary/80"
diff --git a/appkit-analytics/client/vite.config.ts b/appkit-analytics/client/vite.config.ts
index b49d4055..a4f8dfc2 100644
--- a/appkit-analytics/client/vite.config.ts
+++ b/appkit-analytics/client/vite.config.ts
@@ -13,6 +13,7 @@ export default defineConfig({
   build: {
     outDir: path.resolve(__dirname, './dist'),
     emptyOutDir: true,
+    sourcemap: process.env.NODE_ENV === 'development',
   },
   optimizeDeps: {
     include: ['react', 'react-dom', 'react/jsx-dev-runtime', 'react/jsx-runtime', 'recharts'],
diff --git a/appkit-analytics/config/queries/hello_world.sql b/appkit-analytics/config/queries/hello_world.sql
index 31e480f7..741b9dfe 100644
--- a/appkit-analytics/config/queries/hello_world.sql
+++ b/appkit-analytics/config/queries/hello_world.sql
@@ -1 +1,2 @@
+-- @param message STRING
 SELECT :message AS value;
diff --git a/appkit-analytics/config/queries/mocked_sales.sql b/appkit-analytics/config/queries/mocked_sales.sql
index 868e9472..bac59a6e 100644
--- a/appkit-analytics/config/queries/mocked_sales.sql
+++ b/appkit-analytics/config/queries/mocked_sales.sql
@@ -1,3 +1,4 @@
+-- @param max_month_num INT
 WITH mock_data AS (
   SELECT 'January' AS month, 1 AS month_num, 65000 AS revenue, 45000 AS expenses, 850 AS customers
   UNION ALL SELECT 'February', 2, 72000, 48000, 920
diff --git a/appkit-analytics/databricks.yml b/appkit-analytics/databricks.yml
index 80043727..e1c0d87a 100644
--- a/appkit-analytics/databricks.yml
+++ b/appkit-analytics/databricks.yml
@@ -11,7 +11,7 @@ resources:
       name: "appkit-analytics"
       description: "Node.js app with SQL analytics dashboards and charts"
       source_code_path: ./
-      # Uncomment to enable on behalf of user API scopes. Available scopes: sql, dashboards.genie, files.files
+      # Uncomment to enable on behalf of user API scopes. Available scopes: sql, dashboards.genie, files.files, serving.serving-endpoints
       # user_api_scopes:
       #   - sql
 
diff --git a/appkit-analytics/databricks.yml.tmpl b/appkit-analytics/databricks.yml.tmpl
new file mode 100644
index 00000000..77997d31
--- /dev/null
+++ b/appkit-analytics/databricks.yml.tmpl
@@ -0,0 +1,48 @@
+bundle:
+  name: {{.projectName}}
+{{- if .bundle.variables}}
+
+variables:
+{{.bundle.variables}}
+{{- end}}
+
+resources:
+  apps:
+    app:
+      name: "{{.projectName}}"
+      description: "{{.appDescription}}"
+      source_code_path: ./
+
+{{- if or .plugins.genie .plugins.files .plugins.serving}}
+      user_api_scopes:
+{{- if .plugins.genie}}
+        - dashboards.genie
+{{- end}}
+{{- if .plugins.files}}
+        - files.files
+{{- end}}
+{{- if .plugins.serving}}
+        - serving.serving-endpoints
+{{- end}}
+{{- else}}
+      # Uncomment to enable on behalf of user API scopes. Available scopes: sql, dashboards.genie, files.files, serving.serving-endpoints
+      # user_api_scopes:
+      #   - sql
+{{- end}}
+{{- if .bundle.resources}}
+
+      # The resources which this app has access to.
+      resources:
+{{.bundle.resources}}
+{{- end}}
+
+targets:
+  default:
+    default: true
+    workspace:
+      host: {{.workspaceHost}}
+{{- if .bundle.targetVariables}}
+
+    variables:
+{{.bundle.targetVariables}}
+{{- end}}
diff --git a/appkit-analytics/package-lock.json b/appkit-analytics/package-lock.json
index 5f595115..24bd001e 100644
--- a/appkit-analytics/package-lock.json
+++ b/appkit-analytics/package-lock.json
@@ -10,51 +10,51 @@
       "hasInstallScript": true,
       "license": "Unlicensed",
       "dependencies": {
-        "@databricks/appkit": "0.21.0",
-        "@databricks/appkit-ui": "0.21.0",
-        "@databricks/sdk-experimental": "^0.14.2",
-        "clsx": "^2.1.1",
-        "embla-carousel-react": "^8.6.0",
-        "lucide-react": "^0.546.0",
-        "next-themes": "^0.4.6",
-        "react": "^19.1.1",
-        "react-dom": "^19.1.1",
-        "react-resizable-panels": "^3.0.6",
-        "react-router": "^7.13.0",
-        "tailwind-merge": "^3.3.1",
-        "tailwindcss-animate": "^1.0.7",
-        "tw-animate-css": "^1.4.0",
-        "zod": "^4.1.13"
+        "@databricks/appkit": "0.38.1",
+        "@databricks/appkit-ui": "0.38.1",
+        "@databricks/sdk-experimental": "0.17.0",
+        "clsx": "2.1.1",
+        "embla-carousel-react": "8.6.0",
+        "lucide-react": "0.546.0",
+        "next-themes": "0.4.6",
+        "react": "19.2.4",
+        "react-dom": "19.2.4",
+        "react-resizable-panels": "3.0.6",
+        "react-router": "7.13.0",
+        "tailwind-merge": "3.3.1",
+        "tailwindcss-animate": "1.0.7",
+        "tw-animate-css": "1.4.0",
+        "zod": "4.3.6"
       },
       "devDependencies": {
-        "@ast-grep/napi": "^0.37.0",
-        "@eslint/compat": "^2.0.0",
-        "@eslint/js": "^9.39.1",
-        "@playwright/test": "^1.57.0",
-        "@tailwindcss/postcss": "^4.1.17",
-        "@tailwindcss/vite": "^4.1.17",
-        "@types/express": "^5.0.5",
-        "@types/node": "^24.6.0",
-        "@types/react": "^19.1.16",
-        "@types/react-dom": "^19.1.9",
-        "@typescript-eslint/eslint-plugin": "^8.48.0",
-        "@typescript-eslint/parser": "^8.48.0",
-        "@vitejs/plugin-react": "^5.0.4",
-        "autoprefixer": "^10.4.21",
-        "eslint": "^9.39.1",
-        "eslint-config-prettier": "^10.1.8",
-        "eslint-plugin-react": "^7.37.5",
-        "eslint-plugin-react-hooks": "^7.0.1",
-        "eslint-plugin-react-refresh": "^0.4.24",
-        "prettier": "^3.6.2",
-        "sharp": "^0.34.5",
-        "tailwindcss": "^4.0.14",
-        "tsdown": "^0.20.3",
-        "tsx": "^4.20.6",
-        "typescript": "~5.9.3",
-        "typescript-eslint": "^8.48.0",
+        "@ast-grep/napi": "0.37.0",
+        "@eslint/compat": "2.0.0",
+        "@eslint/js": "9.39.1",
+        "@playwright/test": "1.57.0",
+        "@tailwindcss/postcss": "4.1.17",
+        "@tailwindcss/vite": "4.1.17",
+        "@types/express": "5.0.5",
+        "@types/node": "24.6.0",
+        "@types/react": "19.2.2",
+        "@types/react-dom": "19.2.2",
+        "@typescript-eslint/eslint-plugin": "8.48.0",
+        "@typescript-eslint/parser": "8.48.0",
+        "@vitejs/plugin-react": "5.0.4",
+        "autoprefixer": "10.4.21",
+        "eslint": "9.39.1",
+        "eslint-config-prettier": "10.1.8",
+        "eslint-plugin-react": "7.37.5",
+        "eslint-plugin-react-hooks": "7.0.1",
+        "eslint-plugin-react-refresh": "0.4.24",
+        "prettier": "3.6.2",
+        "sharp": "0.34.5",
+        "tailwindcss": "4.0.14",
+        "tsdown": "0.20.3",
+        "tsx": "4.20.6",
+        "typescript": "5.9.3",
+        "typescript-eslint": "8.48.0",
         "vite": "npm:rolldown-vite@7.1.14",
-        "vitest": "^4.0.14"
+        "vitest": "4.0.14"
       }
     },
     "node_modules/@alloc/quick-lru": {
@@ -441,9 +441,9 @@
       }
     },
     "node_modules/@babel/parser": {
-      "version": "7.29.0",
-      "resolved": "https://registry.npmjs.org/@babel/parser/-/parser-7.29.0.tgz",
-      "integrity": "sha512-IyDgFV5GeDUVX4YdF/3CPULtVGSXXMLh1xVIgdCgxApktqnQV0r7/8Nqthg+8YLGaAtdyIlo2qIdZrbCv4+7ww==",
+      "version": "7.29.2",
+      "resolved": "https://registry.npmjs.org/@babel/parser/-/parser-7.29.2.tgz",
+      "integrity": "sha512-4GgRzy/+fsBa72/RZVJmGKPmZu9Byn8o4MoLpmNe1m8ZfYnz5emHLQz3U4gLud6Zwl0RZIcgiLD7Uq7ySFuDLA==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
@@ -558,104 +558,108 @@
       }
     },
     "node_modules/@databricks/appkit": {
-      "version": "0.21.0",
-      "resolved": "https://registry.npmjs.org/@databricks/appkit/-/appkit-0.21.0.tgz",
-      "integrity": "sha512-F6+P5mSxFsE5YbKwmcDbyphGkMTgHDtN4+JJYkhJqHFAEU2slEagkM0bDbGJ8LNZBO1TX1DjhFpDNKdkaaKIlA==",
+      "version": "0.38.1",
+      "resolved": "https://registry.npmjs.org/@databricks/appkit/-/appkit-0.38.1.tgz",
+      "integrity": "sha512-iy7FbirWh3g8SbKcTMnX0E3Lu0MyS/w05loVteZJEuMGSzm99ECkBp6nHNijPGJMk2tO6JP7vrvLVUXM0tQROA==",
       "hasInstallScript": true,
       "license": "Apache-2.0",
       "dependencies": {
-        "@ast-grep/napi": "^0.37.0",
-        "@clack/prompts": "^1.0.1",
-        "@databricks/lakebase": "0.2.0",
-        "@databricks/sdk-experimental": "^0.16.0",
-        "@opentelemetry/api": "^1.9.0",
-        "@opentelemetry/api-logs": "^0.208.0",
-        "@opentelemetry/auto-instrumentations-node": "^0.67.0",
-        "@opentelemetry/exporter-logs-otlp-proto": "^0.208.0",
-        "@opentelemetry/exporter-metrics-otlp-proto": "^0.208.0",
-        "@opentelemetry/exporter-trace-otlp-proto": "^0.208.0",
-        "@opentelemetry/instrumentation": "^0.208.0",
-        "@opentelemetry/instrumentation-express": "^0.57.0",
-        "@opentelemetry/instrumentation-http": "^0.208.0",
-        "@opentelemetry/resources": "^2.2.0",
-        "@opentelemetry/sdk-logs": "^0.208.0",
-        "@opentelemetry/sdk-metrics": "^2.2.0",
-        "@opentelemetry/sdk-node": "^0.208.0",
-        "@opentelemetry/sdk-trace-base": "^2.6.0",
-        "@opentelemetry/semantic-conventions": "^1.38.0",
-        "@types/semver": "^7.7.1",
-        "ajv": "^8.17.1",
-        "ajv-formats": "^3.0.1",
-        "commander": "^12.1.0",
-        "dotenv": "^16.6.1",
-        "express": "^4.22.0",
-        "obug": "^2.1.1",
-        "pg": "^8.18.0",
-        "picocolors": "^1.1.1",
-        "semver": "^7.7.3",
+        "@ast-grep/napi": "0.37.0",
+        "@clack/prompts": "1.0.1",
+        "@databricks/lakebase": "0.3.0",
+        "@databricks/sdk-experimental": "0.17.0",
+        "@opentelemetry/api": "1.9.0",
+        "@opentelemetry/api-logs": "0.208.0",
+        "@opentelemetry/auto-instrumentations-node": "0.67.2",
+        "@opentelemetry/exporter-logs-otlp-proto": "0.208.0",
+        "@opentelemetry/exporter-metrics-otlp-proto": "0.208.0",
+        "@opentelemetry/exporter-trace-otlp-proto": "0.208.0",
+        "@opentelemetry/instrumentation": "0.208.0",
+        "@opentelemetry/instrumentation-express": "0.57.0",
+        "@opentelemetry/instrumentation-http": "0.208.0",
+        "@opentelemetry/resources": "2.2.0",
+        "@opentelemetry/sdk-logs": "0.208.0",
+        "@opentelemetry/sdk-metrics": "2.2.0",
+        "@opentelemetry/sdk-node": "0.208.0",
+        "@opentelemetry/sdk-trace-base": "2.6.0",
+        "@opentelemetry/semantic-conventions": "1.38.0",
+        "@standard-schema/spec": "1.1.0",
+        "@types/semver": "7.7.1",
+        "commander": "12.1.0",
+        "dotenv": "16.6.1",
+        "express": "4.22.0",
+        "get-port": "7.2.0",
+        "js-yaml": "4.1.1",
+        "magic-string": "0.30.21",
+        "obug": "2.1.1",
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+        "obug": "^2.1.1"
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+      "funding": {
+        "url": "https://github.com/sponsors/sxzz"
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+        "@typescript/native-preview": ">=7.0.0-dev.20250601.1",
+        "rolldown": "^1.0.0-rc.3",
+        "typescript": "^5.0.0 || ^6.0.0-beta",
+        "vue-tsc": "~3.2.0"
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+        "typescript": {
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-      "hasInstallScript": true,
       "license": "MIT",
+      "dependencies": {
+        "esbuild": "~0.25.0",
+        "get-tsconfig": "^4.7.5"
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-        "esbuild": "bin/esbuild"
+        "tsx": "dist/cli.mjs"
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-        "@esbuild/android-arm": "0.27.3",
-        "@esbuild/android-arm64": "0.27.3",
-        "@esbuild/android-x64": "0.27.3",
-        "@esbuild/darwin-arm64": "0.27.3",
-        "@esbuild/darwin-x64": "0.27.3",
-        "@esbuild/freebsd-arm64": "0.27.3",
-        "@esbuild/freebsd-x64": "0.27.3",
-        "@esbuild/linux-arm": "0.27.3",
-        "@esbuild/linux-arm64": "0.27.3",
-        "@esbuild/linux-ia32": "0.27.3",
-        "@esbuild/linux-loong64": "0.27.3",
-        "@esbuild/linux-mips64el": "0.27.3",
-        "@esbuild/linux-ppc64": "0.27.3",
-        "@esbuild/linux-riscv64": "0.27.3",
-        "@esbuild/linux-s390x": "0.27.3",
-        "@esbuild/linux-x64": "0.27.3",
-        "@esbuild/netbsd-arm64": "0.27.3",
-        "@esbuild/netbsd-x64": "0.27.3",
-        "@esbuild/openbsd-arm64": "0.27.3",
-        "@esbuild/openbsd-x64": "0.27.3",
-        "@esbuild/openharmony-arm64": "0.27.3",
-        "@esbuild/sunos-x64": "0.27.3",
-        "@esbuild/win32-arm64": "0.27.3",
-        "@esbuild/win32-ia32": "0.27.3",
-        "@esbuild/win32-x64": "0.27.3"
+        "fsevents": "~2.3.3"
       }
     },
     "node_modules/tsx/node_modules/fsevents": {
@@ -14145,16 +14190,16 @@
       }
     },
     "node_modules/typescript-eslint": {
-      "version": "8.56.1",
-      "resolved": "https://registry.npmjs.org/typescript-eslint/-/typescript-eslint-8.56.1.tgz",
-      "integrity": "sha512-U4lM6pjmBX7J5wk4szltF7I1cGBHXZopnAXCMXb3+fZ3B/0Z3hq3wS/CCUB2NZBNAExK92mCU2tEohWuwVMsDQ==",
+      "version": "8.48.0",
+      "resolved": "https://registry.npmjs.org/typescript-eslint/-/typescript-eslint-8.48.0.tgz",
+      "integrity": "sha512-fcKOvQD9GUn3Xw63EgiDqhvWJ5jsyZUaekl3KVpGsDJnN46WJTe3jWxtQP9lMZm1LJNkFLlTaWAxK2vUQR+cqw==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
-        "@typescript-eslint/eslint-plugin": "8.56.1",
-        "@typescript-eslint/parser": "8.56.1",
-        "@typescript-eslint/typescript-estree": "8.56.1",
-        "@typescript-eslint/utils": "8.56.1"
+        "@typescript-eslint/eslint-plugin": "8.48.0",
+        "@typescript-eslint/parser": "8.48.0",
+        "@typescript-eslint/typescript-estree": "8.48.0",
+        "@typescript-eslint/utils": "8.48.0"
       },
       "engines": {
         "node": "^18.18.0 || ^20.9.0 || >=21.1.0"
@@ -14164,7 +14209,7 @@
         "url": "https://opencollective.com/typescript-eslint"
       },
       "peerDependencies": {
-        "eslint": "^8.57.0 || ^9.0.0 || ^10.0.0",
+        "eslint": "^8.57.0 || ^9.0.0",
         "typescript": ">=4.8.4 <6.0.0"
       }
     },
@@ -14211,9 +14256,9 @@
       }
     },
     "node_modules/undici-types": {
-      "version": "7.16.0",
-      "resolved": "https://registry.npmjs.org/undici-types/-/undici-types-7.16.0.tgz",
-      "integrity": "sha512-Zz+aZWSj8LE6zoxD+xrjh4VfkIG8Ya6LvYkZqtUQGJPZjYl53ypCaUwWqo7eI0x66KBGeRo+mlBEkMSeSZ38Nw==",
+      "version": "7.13.0",
+      "resolved": "https://registry.npmjs.org/undici-types/-/undici-types-7.13.0.tgz",
+      "integrity": "sha512-Ov2Rr9Sx+fRgagJ5AX0qvItZG/JKKoBRAVITs1zk7IqZGTJUwgUr7qoYBpWwakpWilTZFM98rG/AFRocu10iIQ==",
       "license": "MIT"
     },
     "node_modules/unpipe": {
@@ -14773,19 +14818,19 @@
       }
     },
     "node_modules/vitest": {
-      "version": "4.0.18",
-      "resolved": "https://registry.npmjs.org/vitest/-/vitest-4.0.18.tgz",
-      "integrity": "sha512-hOQuK7h0FGKgBAas7v0mSAsnvrIgAvWmRFjmzpJ7SwFHH3g1k2u37JtYwOwmEKhK6ZO3v9ggDBBm0La1LCK4uQ==",
+      "version": "4.0.14",
+      "resolved": "https://registry.npmjs.org/vitest/-/vitest-4.0.14.tgz",
+      "integrity": "sha512-d9B2J9Cm9dN9+6nxMnnNJKJCtcyKfnHj15N6YNJfaFHRLua/d3sRKU9RuKmO9mB0XdFtUizlxfz/VPbd3OxGhw==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
-        "@vitest/expect": "4.0.18",
-        "@vitest/mocker": "4.0.18",
-        "@vitest/pretty-format": "4.0.18",
-        "@vitest/runner": "4.0.18",
-        "@vitest/snapshot": "4.0.18",
-        "@vitest/spy": "4.0.18",
-        "@vitest/utils": "4.0.18",
+        "@vitest/expect": "4.0.14",
+        "@vitest/mocker": "4.0.14",
+        "@vitest/pretty-format": "4.0.14",
+        "@vitest/runner": "4.0.14",
+        "@vitest/snapshot": "4.0.14",
+        "@vitest/spy": "4.0.14",
+        "@vitest/utils": "4.0.14",
         "es-module-lexer": "^1.7.0",
         "expect-type": "^1.2.2",
         "magic-string": "^0.30.21",
@@ -14794,7 +14839,7 @@
         "picomatch": "^4.0.3",
         "std-env": "^3.10.0",
         "tinybench": "^2.9.0",
-        "tinyexec": "^1.0.2",
+        "tinyexec": "^0.3.2",
         "tinyglobby": "^0.2.15",
         "tinyrainbow": "^3.0.3",
         "vite": "^6.0.0 || ^7.0.0",
@@ -14813,10 +14858,10 @@
         "@edge-runtime/vm": "*",
         "@opentelemetry/api": "^1.9.0",
         "@types/node": "^20.0.0 || ^22.0.0 || >=24.0.0",
-        "@vitest/browser-playwright": "4.0.18",
-        "@vitest/browser-preview": "4.0.18",
-        "@vitest/browser-webdriverio": "4.0.18",
-        "@vitest/ui": "4.0.18",
+        "@vitest/browser-playwright": "4.0.14",
+        "@vitest/browser-preview": "4.0.14",
+        "@vitest/browser-webdriverio": "4.0.14",
+        "@vitest/ui": "4.0.14",
         "happy-dom": "*",
         "jsdom": "*"
       },
@@ -14850,6 +14895,13 @@
         }
       }
     },
+    "node_modules/vitest/node_modules/tinyexec": {
+      "version": "0.3.2",
+      "resolved": "https://registry.npmjs.org/tinyexec/-/tinyexec-0.3.2.tgz",
+      "integrity": "sha512-KQQR9yN7R5+OSwaK0XQoj22pwHoTlgYqmUscPYoknOoWCWfj/5/ABTMRi69FrKU5ffPVh5QcFikpWJI/P1ocHA==",
+      "dev": true,
+      "license": "MIT"
+    },
     "node_modules/web-streams-polyfill": {
       "version": "3.3.3",
       "resolved": "https://registry.npmjs.org/web-streams-polyfill/-/web-streams-polyfill-3.3.3.tgz",
@@ -15051,9 +15103,9 @@
       }
     },
     "node_modules/ws": {
-      "version": "8.19.0",
-      "resolved": "https://registry.npmjs.org/ws/-/ws-8.19.0.tgz",
-      "integrity": "sha512-blAT2mjOEIi0ZzruJfIhb3nps74PRWTCz1IjglWEEpQl5XS/UNama6u2/rjFkDDouqr4L67ry+1aGIALViWjDg==",
+      "version": "8.18.3",
+      "resolved": "https://registry.npmjs.org/ws/-/ws-8.18.3.tgz",
+      "integrity": "sha512-PEIGCY5tSlUt50cqyMXfCzX+oOPqN0vuGqWzbcJ2xvnkzkq46oOpz7dQaTDBdfICb4N14+GARUDw2XV2N4tvzg==",
       "license": "MIT",
       "engines": {
         "node": ">=10.0.0"
diff --git a/appkit-analytics/package.json b/appkit-analytics/package.json
index 50349d30..e4290588 100644
--- a/appkit-analytics/package.json
+++ b/appkit-analytics/package.json
@@ -7,9 +7,9 @@
     "start": "NODE_ENV=production node --env-file-if-exists=./.env ./dist/server.js",
     "dev": "NODE_ENV=development tsx watch --tsconfig ./tsconfig.server.json --env-file-if-exists=./.env ./server/server.ts",
     "build:client": "tsc -b tsconfig.client.json && vite build --config client/vite.config.ts",
-    "build:server": "tsdown -c tsdown.server.config.ts",
+    "build:server": "tsc -b tsconfig.server.json && tsdown -c tsdown.server.config.ts",
     "build": "npm run build:server && npm run build:client",
-    "typecheck": "tsc -p ./tsconfig.server.json --noEmit && tsc -p ./tsconfig.client.json --noEmit",
+    "typecheck": "tsc -b tsconfig.server.json && tsc -b tsconfig.client.json",
     "lint": "eslint .",
     "lint:fix": "eslint . --fix",
     "lint:ast-grep": "appkit lint",
@@ -32,51 +32,51 @@
   "license": "Unlicensed",
   "description": "Node.js app with SQL analytics dashboards and charts",
   "dependencies": {
-    "@databricks/appkit": "0.21.0",
-    "@databricks/appkit-ui": "0.21.0",
-    "@databricks/sdk-experimental": "^0.14.2",
-    "clsx": "^2.1.1",
-    "embla-carousel-react": "^8.6.0",
-    "lucide-react": "^0.546.0",
-    "next-themes": "^0.4.6",
-    "react": "^19.1.1",
-    "react-dom": "^19.1.1",
-    "react-resizable-panels": "^3.0.6",
-    "react-router": "^7.13.0",
-    "tailwind-merge": "^3.3.1",
-    "tw-animate-css": "^1.4.0",
-    "tailwindcss-animate": "^1.0.7",
-    "zod": "^4.1.13"
+    "@databricks/appkit": "0.38.1",
+    "@databricks/appkit-ui": "0.38.1",
+    "@databricks/sdk-experimental": "0.17.0",
+    "clsx": "2.1.1",
+    "embla-carousel-react": "8.6.0",
+    "lucide-react": "0.546.0",
+    "next-themes": "0.4.6",
+    "react": "19.2.4",
+    "react-dom": "19.2.4",
+    "react-resizable-panels": "3.0.6",
+    "react-router": "7.13.0",
+    "tailwind-merge": "3.3.1",
+    "tw-animate-css": "1.4.0",
+    "tailwindcss-animate": "1.0.7",
+    "zod": "4.3.6"
   },
   "devDependencies": {
-    "@ast-grep/napi": "^0.37.0",
-    "@eslint/compat": "^2.0.0",
-    "@eslint/js": "^9.39.1",
-    "@playwright/test": "^1.57.0",
-    "@tailwindcss/postcss": "^4.1.17",
-    "@tailwindcss/vite": "^4.1.17",
-    "@types/express": "^5.0.5",
-    "@types/node": "^24.6.0",
-    "@types/react": "^19.1.16",
-    "@types/react-dom": "^19.1.9",
-    "@typescript-eslint/eslint-plugin": "^8.48.0",
-    "@typescript-eslint/parser": "^8.48.0",
-    "@vitejs/plugin-react": "^5.0.4",
-    "autoprefixer": "^10.4.21",
-    "eslint": "^9.39.1",
-    "eslint-config-prettier": "^10.1.8",
-    "eslint-plugin-react": "^7.37.5",
-    "eslint-plugin-react-hooks": "^7.0.1",
-    "eslint-plugin-react-refresh": "^0.4.24",
-    "prettier": "^3.6.2",
-    "sharp": "^0.34.5",
-    "tailwindcss": "^4.0.14",
-    "tsdown": "^0.20.3",
-    "tsx": "^4.20.6",
-    "typescript": "~5.9.3",
-    "typescript-eslint": "^8.48.0",
+    "@ast-grep/napi": "0.37.0",
+    "@eslint/compat": "2.0.0",
+    "@eslint/js": "9.39.1",
+    "@playwright/test": "1.57.0",
+    "@tailwindcss/postcss": "4.1.17",
+    "@tailwindcss/vite": "4.1.17",
+    "@types/express": "5.0.5",
+    "@types/node": "24.6.0",
+    "@types/react": "19.2.2",
+    "@types/react-dom": "19.2.2",
+    "@typescript-eslint/eslint-plugin": "8.48.0",
+    "@typescript-eslint/parser": "8.48.0",
+    "@vitejs/plugin-react": "5.0.4",
+    "autoprefixer": "10.4.21",
+    "eslint": "9.39.1",
+    "eslint-config-prettier": "10.1.8",
+    "eslint-plugin-react": "7.37.5",
+    "eslint-plugin-react-hooks": "7.0.1",
+    "eslint-plugin-react-refresh": "0.4.24",
+    "prettier": "3.6.2",
+    "sharp": "0.34.5",
+    "tailwindcss": "4.0.14",
+    "tsdown": "0.20.3",
+    "tsx": "4.20.6",
+    "typescript": "5.9.3",
+    "typescript-eslint": "8.48.0",
     "vite": "npm:rolldown-vite@7.1.14",
-    "vitest": "^4.0.14"
+    "vitest": "4.0.14"
   },
   "overrides": {
     "vite": "npm:rolldown-vite@7.1.14"
diff --git a/appkit-analytics/server/server.ts b/appkit-analytics/server/server.ts
index a100db23..67a58d27 100644
--- a/appkit-analytics/server/server.ts
+++ b/appkit-analytics/server/server.ts
@@ -5,5 +5,4 @@ createApp({
     analytics(),
     server(),
   ],
-})
-  .catch(console.error);
+}).catch(console.error);
diff --git a/appkit-analytics/tsconfig.client.json b/appkit-analytics/tsconfig.client.json
index 8732ba46..a183fcac 100644
--- a/appkit-analytics/tsconfig.client.json
+++ b/appkit-analytics/tsconfig.client.json
@@ -24,5 +24,5 @@
       "@/*": ["./src/*"]
     }
   },
-  "include": ["client/src"]
+  "include": ["client/src", "shared/appkit-types"]
 }
diff --git a/appkit-analytics/tsconfig.server.json b/appkit-analytics/tsconfig.server.json
index 8cdada22..8e6ff1e5 100644
--- a/appkit-analytics/tsconfig.server.json
+++ b/appkit-analytics/tsconfig.server.json
@@ -4,13 +4,8 @@
     "tsBuildInfoFile": "./node_modules/.tmp/tsconfig.server.tsbuildinfo",
     "target": "ES2020",
     "lib": ["ES2020"],
-
-    /* Emit */
-    "outDir": "./dist",
-    "rootDir": "./",
-    "declaration": true,
-    "declarationMap": true,
-    "sourceMap": true
+    "noEmit": true,
+    "rootDir": "./"
   },
   "include": ["server/**/*", "shared/**/*", "config/**/*"],
   "exclude": ["node_modules", "dist", "client"]
diff --git a/appkit-files/.gitignore b/appkit-files/.gitignore
index f2abc326..23adbc24 100644
--- a/appkit-files/.gitignore
+++ b/appkit-files/.gitignore
@@ -8,3 +8,6 @@ build/
 .smoke-test/
 test-results/
 playwright-report/
+
+# Auto-generated types (endpoint-specific, varies per developer)
+shared/appkit-types/serving.d.ts
diff --git a/appkit-files/CLAUDE.md b/appkit-files/CLAUDE.md
index 868a9ddb..d26d57d9 100644
--- a/appkit-files/CLAUDE.md
+++ b/appkit-files/CLAUDE.md
@@ -13,6 +13,6 @@ This project uses Databricks AppKit packages. For AI assistant guidance on using
 For enhanced AI assistance with Databricks CLI operations, authentication, data exploration, and app development, install the Databricks skills:
 
 ```bash
-databricks experimental aitools skills install
+databricks aitools install
 ```
 <!-- appkit-instructions-end -->
diff --git a/appkit-files/README.md b/appkit-files/README.md
index db4da2cb..427e49dd 100644
--- a/appkit-files/README.md
+++ b/appkit-files/README.md
@@ -1,6 +1,6 @@
 # appkit-files
 
-A Databricks App powered by [AppKit](https://databricks.github.io/appkit/), featuring React, TypeScript, and Tailwind CSS.
+A Databricks App powered by [AppKit](https://www.databricks.com/devhub/docs/appkit/v0/), featuring React, TypeScript, and Tailwind CSS.
 
 **Enabled plugins:**
 - **Server** -- Express HTTP server with static file serving and Vite dev mode
diff --git a/appkit-files/appkit.plugins.json b/appkit-files/appkit.plugins.json
index 49f6a6c0..a0f07556 100644
--- a/appkit-files/appkit.plugins.json
+++ b/appkit-files/appkit.plugins.json
@@ -1,7 +1,33 @@
 {
   "$schema": "https://databricks.github.io/appkit/schemas/template-plugins.schema.json",
-  "version": "1.0",
+  "version": "2.0",
   "plugins": {
+    "agents": {
+      "name": "agents",
+      "displayName": "Agents Plugin",
+      "description": "AI agents driven by markdown configs or code, with auto-tool-discovery from registered plugins",
+      "package": "@databricks/appkit",
+      "resources": {
+        "required": [],
+        "optional": [
+          {
+            "type": "serving_endpoint",
+            "alias": "Default LLM for agents",
+            "resourceKey": "agents-serving-endpoint",
+            "description": "Default streaming-capable LLM endpoint for agents that don't pin their own model",
+            "permission": "CAN_QUERY",
+            "fields": {
+              "name": {
+                "env": "DATABRICKS_SERVING_ENDPOINT_NAME",
+                "description": "Default LLM serving endpoint name",
+                "origin": "user"
+              }
+            }
+          }
+        ]
+      },
+      "stability": "beta"
+    },
     "analytics": {
       "name": "analytics",
       "displayName": "Analytics Plugin",
@@ -18,12 +44,27 @@
             "fields": {
               "id": {
                 "env": "DATABRICKS_WAREHOUSE_ID",
-                "description": "SQL Warehouse ID"
+                "description": "SQL Warehouse ID",
+                "discovery": {
+                  "type": "kind",
+                  "resourceKind": "warehouse"
+                },
+                "origin": "user"
               }
             }
           }
         ],
         "optional": []
+      },
+      "scaffolding": {
+        "rules": {
+          "must": [
+            "Before init, ensure the SQL Warehouse passed via --set analytics.sql-warehouse.id is running"
+          ],
+          "should": [
+            "After init, ensure config/queries/ has at least one .sql file before running npm run typegen"
+          ]
+        }
       }
     },
     "files": {
@@ -42,13 +83,26 @@
             "fields": {
               "path": {
                 "env": "DATABRICKS_VOLUME_FILES",
-                "description": "Volume path for file storage (e.g. /Volumes/catalog/schema/volume_name)"
+                "description": "Volume path for file storage (e.g. /Volumes/catalog/schema/volume_name)",
+                "discovery": {
+                  "type": "kind",
+                  "resourceKind": "volume",
+                  "select": "full_name"
+                },
+                "origin": "user"
               }
             }
           }
         ],
         "optional": []
       },
+      "scaffolding": {
+        "rules": {
+          "must": [
+            "Before init, verify your Unity Catalog volume exists and you have WRITE_VOLUME permission"
+          ]
+        }
+      },
       "requiredByTemplate": true
     },
     "genie": {
@@ -67,7 +121,48 @@
             "fields": {
               "id": {
                 "env": "DATABRICKS_GENIE_SPACE_ID",
-                "description": "Default Genie Space ID"
+                "description": "Default Genie Space ID",
+                "discovery": {
+                  "type": "kind",
+                  "resourceKind": "genie_space"
+                },
+                "origin": "user"
+              },
+              "name": {
+                "description": "Genie Space display name",
+                "origin": "user"
+              }
+            }
+          }
+        ],
+        "optional": []
+      },
+      "scaffolding": {
+        "rules": {
+          "must": [
+            "After init, configure the 'spaces' map in plugin config with alias-to-Space-ID mappings"
+          ]
+        }
+      }
+    },
+    "jobs": {
+      "name": "jobs",
+      "displayName": "Jobs Plugin",
+      "description": "Manage Databricks Lakeflow Jobs.",
+      "package": "@databricks/appkit",
+      "resources": {
+        "required": [
+          {
+            "type": "job",
+            "alias": "Job",
+            "resourceKey": "job",
+            "description": "A Databricks job to trigger and monitor",
+            "permission": "CAN_MANAGE_RUN",
+            "fields": {
+              "id": {
+                "env": "DATABRICKS_JOB_ID",
+                "description": "Numeric Databricks job ID. Find it in the Jobs UI or via `databricks jobs list`.",
+                "origin": "user"
               }
             }
           }
@@ -89,55 +184,94 @@
             "description": "Lakebase Postgres database for persistent storage",
             "permission": "CAN_CONNECT_AND_CREATE",
             "fields": {
+              "project": {
+                "description": "Full Lakebase Postgres project resource name. Obtain by running `databricks postgres list-projects`, select the desired item from the output array and use its .name value.",
+                "examples": [
+                  "projects/{project-id}"
+                ],
+                "discovery": {
+                  "type": "kind",
+                  "resourceKind": "postgres_project",
+                  "select": "name"
+                },
+                "origin": "user"
+              },
               "branch": {
-                "description": "Full Lakebase Postgres branch resource name. Obtain by running `databricks postgres list-branches projects/{project-id}`, select the desired item from the output array and use its .name value.",
+                "description": "Full Lakebase Postgres branch resource name. Obtain by running `databricks postgres list-branches {project-name}`, select the desired item from the output array and use its .name value. Requires the project resource name.",
                 "examples": [
                   "projects/{project-id}/branches/{branch-id}"
-                ]
+                ],
+                "discovery": {
+                  "type": "kind",
+                  "resourceKind": "postgres_branch",
+                  "select": "name",
+                  "dependsOn": "project"
+                },
+                "origin": "user"
               },
               "database": {
                 "description": "Full Lakebase Postgres database resource name. Obtain by running `databricks postgres list-databases {branch-name}`, select the desired item from the output array and use its .name value. Requires the branch resource name.",
                 "examples": [
                   "projects/{project-id}/branches/{branch-id}/databases/{database-id}"
-                ]
+                ],
+                "discovery": {
+                  "type": "kind",
+                  "resourceKind": "postgres_database",
+                  "select": "name",
+                  "dependsOn": "branch"
+                },
+                "origin": "user"
               },
               "host": {
                 "env": "PGHOST",
+                "description": "Postgres host for local development. Auto-injected by the platform at deploy time.",
                 "localOnly": true,
                 "resolve": "postgres:host",
-                "description": "Postgres host for local development. Auto-injected by the platform at deploy time."
+                "origin": "platform"
               },
               "databaseName": {
                 "env": "PGDATABASE",
+                "description": "Postgres database name for local development. Auto-injected by the platform at deploy time.",
                 "localOnly": true,
                 "resolve": "postgres:databaseName",
-                "description": "Postgres database name for local development. Auto-injected by the platform at deploy time."
+                "origin": "platform"
               },
               "endpointPath": {
                 "env": "LAKEBASE_ENDPOINT",
-                "bundleIgnore": true,
-                "resolve": "postgres:endpointPath",
                 "description": "Lakebase endpoint resource name. Auto-injected at runtime via app.yaml valueFrom: postgres. For local development, obtain by running `databricks postgres list-endpoints {branch-name}`, select the desired item from the output array and use its .name value.",
+                "bundleIgnore": true,
                 "examples": [
                   "projects/{project-id}/branches/{branch-id}/endpoints/{endpoint-id}"
-                ]
+                ],
+                "resolve": "postgres:endpointPath",
+                "origin": "cli"
               },
               "port": {
                 "env": "PGPORT",
+                "description": "Postgres port. Auto-injected by the platform at deploy time.",
                 "localOnly": true,
                 "value": "5432",
-                "description": "Postgres port. Auto-injected by the platform at deploy time."
+                "origin": "platform"
               },
               "sslmode": {
                 "env": "PGSSLMODE",
+                "description": "Postgres SSL mode. Auto-injected by the platform at deploy time.",
                 "localOnly": true,
                 "value": "require",
-                "description": "Postgres SSL mode. Auto-injected by the platform at deploy time."
+                "origin": "platform"
               }
             }
           }
         ],
         "optional": []
+      },
+      "scaffolding": {
+        "rules": {
+          "should": [
+            "After init, run any database migrations for your chosen ORM before first request",
+            "After init, verify Lakebase connectivity with 'psql $PGHOST -c \"select 1\"'"
+          ]
+        }
       }
     },
     "server": {
@@ -150,6 +284,90 @@
         "optional": []
       },
       "requiredByTemplate": true
+    },
+    "serving": {
+      "name": "serving",
+      "displayName": "Model Serving Plugin",
+      "description": "Authenticated proxy to Databricks Model Serving endpoints",
+      "package": "@databricks/appkit",
+      "resources": {
+        "required": [
+          {
+            "type": "serving_endpoint",
+            "alias": "Serving Endpoint",
+            "resourceKey": "serving-endpoint",
+            "description": "Model Serving endpoint for inference",
+            "permission": "CAN_QUERY",
+            "fields": {
+              "name": {
+                "env": "DATABRICKS_SERVING_ENDPOINT_NAME",
+                "description": "Serving endpoint name",
+                "origin": "user"
+              }
+            }
+          }
+        ],
+        "optional": []
+      }
+    }
+  },
+  "scaffolding": {
+    "command": "databricks apps init",
+    "flags": {
+      "--name": {
+        "description": "Project name — sets {{.projectName}} in package.json, databricks.yml, and .env. Required for non-interactive scaffolding.",
+        "required": true,
+        "pattern": "^[a-z][a-z0-9-]*$"
+      },
+      "--template": {
+        "description": "Template path (local directory or GitHub URL)",
+        "required": false
+      },
+      "--version": {
+        "description": "AppKit version to use; defaults to auto-detected",
+        "required": false
+      },
+      "--features": {
+        "description": "Plugins to enable (comma-separated, no spaces; must match keys in this manifest's plugins map)",
+        "required": false,
+        "pattern": "^[a-zA-Z0-9_-]+(,[a-zA-Z0-9_-]+)*$"
+      },
+      "--set": {
+        "description": "Set resource values (format: plugin.resourceKey.field=value, repeatable)",
+        "required": false
+      },
+      "--output-dir": {
+        "description": "Directory to write the project to",
+        "required": false
+      },
+      "--description": {
+        "description": "App description",
+        "required": false
+      },
+      "--run": {
+        "description": "Run the app after creation (none, dev, dev-remote)",
+        "required": false
+      },
+      "--auto-approve": {
+        "description": "Pass as a bare flag (no value) to skip prompts for optional resources. Not recommended for agent-driven init — conflicts with the 'ask user when in doubt' rule.",
+        "required": false
+      },
+      "--profile": {
+        "description": "Databricks CLI profile to use for authentication (global flag)",
+        "required": false
+      }
+    },
+    "rules": {
+      "must": [
+        "Keep all secrets and credentials only in app.yaml, databricks.yml, and/or .env"
+      ],
+      "should": [
+        "ask user when in doubt of resource to use for plugin"
+      ],
+      "never": [
+        "guess resources when multiple or no options are available",
+        "embed secrets in files that will go to the client-bundle"
+      ]
     }
   }
 }
diff --git a/appkit-files/client/src/App.tsx b/appkit-files/client/src/App.tsx
index c39c6506..4009e367 100644
--- a/appkit-files/client/src/App.tsx
+++ b/appkit-files/client/src/App.tsx
@@ -1,10 +1,18 @@
 import { createBrowserRouter, RouterProvider, NavLink, Outlet } from 'react-router';
+import { useState, useEffect } from 'react';
 import {
+  Button,
   Card,
   CardContent,
   CardHeader,
   CardTitle,
+  Sheet,
+  SheetContent,
+  SheetHeader,
+  SheetTitle,
+  useIsMobile,
 } from '@databricks/appkit-ui/react';
+import { Menu } from 'lucide-react';
 import { FilesPage } from './pages/files/FilesPage';
 
 const navLinkClass = ({ isActive }: { isActive: boolean }) =>
@@ -14,22 +22,61 @@ const navLinkClass = ({ isActive }: { isActive: boolean }) =>
       : 'text-muted-foreground hover:bg-muted hover:text-foreground'
   }`;
 
+const mobileNavLinkClass = ({ isActive }: { isActive: boolean }) =>
+  `block px-3 py-2 rounded-md text-sm font-medium transition-colors ${
+    isActive
+      ? 'bg-primary text-primary-foreground'
+      : 'text-muted-foreground hover:bg-muted hover:text-foreground'
+  }`;
+
+type NavLinkClassFn = (props: { isActive: boolean }) => string;
+
+function NavLinks({ className, linkClass, onClick }: { className?: string; linkClass: NavLinkClassFn; onClick?: () => void }) {
+  return (
+    <nav className={className}>
+      <NavLink to="/" end className={linkClass} onClick={onClick}>
+        Home
+      </NavLink>
+      <NavLink to="/files" className={linkClass} onClick={onClick}>
+        Files
+      </NavLink>
+    </nav>
+  );
+}
+
 function Layout() {
+  const isMobile = useIsMobile();
+  const [mobileNavOpen, setMobileNavOpen] = useState(false);
+
+  // Close mobile nav when viewport crosses to desktop
+  useEffect(() => {
+    if (!isMobile) setMobileNavOpen(false);
+  }, [isMobile]);
+
   return (
     <div className="min-h-screen bg-background flex flex-col">
-      <header className="border-b px-6 py-3 flex items-center gap-4">
+      <header className="border-b px-4 md:px-6 py-3 flex items-center gap-4">
         <h1 className="text-lg font-semibold text-foreground">appkit-files</h1>
-        <nav className="flex gap-1">
-          <NavLink to="/" end className={navLinkClass}>
-            Home
-          </NavLink>
-          <NavLink to="/files" className={navLinkClass}>
-            Files
-          </NavLink>
-        </nav>
+        {/* Desktop nav — hidden below md breakpoint */}
+        <NavLinks className="hidden md:flex gap-1" linkClass={navLinkClass} />
+        {/* Mobile nav — visible below md breakpoint */}
+        <div className="ml-auto md:hidden">
+          <Sheet open={mobileNavOpen} onOpenChange={setMobileNavOpen}>
+            <Button variant="ghost" size="icon" onClick={() => setMobileNavOpen(true)}>
+              <Menu className="h-5 w-5" />
+              <span className="sr-only">Open navigation</span>
+            </Button>
+            <SheetContent side="left">
+              <SheetHeader>
+                <SheetTitle>Navigation</SheetTitle>
+              </SheetHeader>
+              <NavLinks className="flex flex-col gap-1" linkClass={mobileNavLinkClass} onClick={() => setMobileNavOpen(false)} />
+            </SheetContent>
+          </Sheet>
+        </div>
       </header>
 
-      <main className="flex-1 p-6">
+      <main className="flex-1 p-4 md:p-6">
         <Outlet />
       </main>
     </div>
@@ -81,7 +128,7 @@ function HomePage() {
             </li>
             <li>
               <a
-                href="https://databricks.github.io/appkit/"
+                href="https://www.databricks.com/devhub/docs/appkit/v0/"
                 target="_blank"
                 rel="noopener noreferrer"
                 className="text-primary underline underline-offset-4 hover:text-primary/80"
diff --git a/appkit-files/client/src/pages/files/FilesPage.tsx b/appkit-files/client/src/pages/files/FilesPage.tsx
index f8efce39..80dd0673 100644
--- a/appkit-files/client/src/pages/files/FilesPage.tsx
+++ b/appkit-files/client/src/pages/files/FilesPage.tsx
@@ -288,7 +288,7 @@ export function FilesPage() {
         </p>
       </div>
 
-      <div className="flex items-center justify-between">
+      <div className="flex flex-col sm:flex-row items-start sm:items-center justify-between gap-3">
         <div className="flex items-center gap-3">
           {volumes.length > 1 && (
             <select
@@ -350,7 +350,7 @@ export function FilesPage() {
         </div>
       </div>
 
-      <div className="flex gap-6">
+      <div className="flex flex-col md:flex-row gap-4 md:gap-6">
         <DirectoryList
           className="flex-2 min-w-0"
           entries={entries}
diff --git a/appkit-files/client/vite.config.ts b/appkit-files/client/vite.config.ts
index b49d4055..a4f8dfc2 100644
--- a/appkit-files/client/vite.config.ts
+++ b/appkit-files/client/vite.config.ts
@@ -13,6 +13,7 @@ export default defineConfig({
   build: {
     outDir: path.resolve(__dirname, './dist'),
     emptyOutDir: true,
+    sourcemap: process.env.NODE_ENV === 'development',
   },
   optimizeDeps: {
     include: ['react', 'react-dom', 'react/jsx-dev-runtime', 'react/jsx-runtime', 'recharts'],
diff --git a/appkit-files/databricks.yml.tmpl b/appkit-files/databricks.yml.tmpl
new file mode 100644
index 00000000..77997d31
--- /dev/null
+++ b/appkit-files/databricks.yml.tmpl
@@ -0,0 +1,48 @@
+bundle:
+  name: {{.projectName}}
+{{- if .bundle.variables}}
+
+variables:
+{{.bundle.variables}}
+{{- end}}
+
+resources:
+  apps:
+    app:
+      name: "{{.projectName}}"
+      description: "{{.appDescription}}"
+      source_code_path: ./
+
+{{- if or .plugins.genie .plugins.files .plugins.serving}}
+      user_api_scopes:
+{{- if .plugins.genie}}
+        - dashboards.genie
+{{- end}}
+{{- if .plugins.files}}
+        - files.files
+{{- end}}
+{{- if .plugins.serving}}
+        - serving.serving-endpoints
+{{- end}}
+{{- else}}
+      # Uncomment to enable on behalf of user API scopes. Available scopes: sql, dashboards.genie, files.files, serving.serving-endpoints
+      # user_api_scopes:
+      #   - sql
+{{- end}}
+{{- if .bundle.resources}}
+
+      # The resources which this app has access to.
+      resources:
+{{.bundle.resources}}
+{{- end}}
+
+targets:
+  default:
+    default: true
+    workspace:
+      host: {{.workspaceHost}}
+{{- if .bundle.targetVariables}}
+
+    variables:
+{{.bundle.targetVariables}}
+{{- end}}
diff --git a/appkit-files/package-lock.json b/appkit-files/package-lock.json
index 18294cda..3ade2065 100644
--- a/appkit-files/package-lock.json
+++ b/appkit-files/package-lock.json
@@ -10,51 +10,51 @@
       "hasInstallScript": true,
       "license": "Unlicensed",
       "dependencies": {
-        "@databricks/appkit": "0.21.0",
-        "@databricks/appkit-ui": "0.21.0",
-        "@databricks/sdk-experimental": "^0.14.2",
-        "clsx": "^2.1.1",
-        "embla-carousel-react": "^8.6.0",
-        "lucide-react": "^0.546.0",
-        "next-themes": "^0.4.6",
-        "react": "^19.1.1",
-        "react-dom": "^19.1.1",
-        "react-resizable-panels": "^3.0.6",
-        "react-router": "^7.13.0",
-        "tailwind-merge": "^3.3.1",
-        "tailwindcss-animate": "^1.0.7",
-        "tw-animate-css": "^1.4.0",
-        "zod": "^4.1.13"
+        "@databricks/appkit": "0.38.1",
+        "@databricks/appkit-ui": "0.38.1",
+        "@databricks/sdk-experimental": "0.17.0",
+        "clsx": "2.1.1",
+        "embla-carousel-react": "8.6.0",
+        "lucide-react": "0.546.0",
+        "next-themes": "0.4.6",
+        "react": "19.2.4",
+        "react-dom": "19.2.4",
+        "react-resizable-panels": "3.0.6",
+        "react-router": "7.13.0",
+        "tailwind-merge": "3.3.1",
+        "tailwindcss-animate": "1.0.7",
+        "tw-animate-css": "1.4.0",
+        "zod": "4.3.6"
       },
       "devDependencies": {
-        "@ast-grep/napi": "^0.37.0",
-        "@eslint/compat": "^2.0.0",
-        "@eslint/js": "^9.39.1",
-        "@playwright/test": "^1.57.0",
-        "@tailwindcss/postcss": "^4.1.17",
-        "@tailwindcss/vite": "^4.1.17",
-        "@types/express": "^5.0.5",
-        "@types/node": "^24.6.0",
-        "@types/react": "^19.1.16",
-        "@types/react-dom": "^19.1.9",
-        "@typescript-eslint/eslint-plugin": "^8.48.0",
-        "@typescript-eslint/parser": "^8.48.0",
-        "@vitejs/plugin-react": "^5.0.4",
-        "autoprefixer": "^10.4.21",
-        "eslint": "^9.39.1",
-        "eslint-config-prettier": "^10.1.8",
-        "eslint-plugin-react": "^7.37.5",
-        "eslint-plugin-react-hooks": "^7.0.1",
-        "eslint-plugin-react-refresh": "^0.4.24",
-        "prettier": "^3.6.2",
-        "sharp": "^0.34.5",
-        "tailwindcss": "^4.0.14",
-        "tsdown": "^0.20.3",
-        "tsx": "^4.20.6",
-        "typescript": "~5.9.3",
-        "typescript-eslint": "^8.48.0",
+        "@ast-grep/napi": "0.37.0",
+        "@eslint/compat": "2.0.0",
+        "@eslint/js": "9.39.1",
+        "@playwright/test": "1.57.0",
+        "@tailwindcss/postcss": "4.1.17",
+        "@tailwindcss/vite": "4.1.17",
+        "@types/express": "5.0.5",
+        "@types/node": "24.6.0",
+        "@types/react": "19.2.2",
+        "@types/react-dom": "19.2.2",
+        "@typescript-eslint/eslint-plugin": "8.48.0",
+        "@typescript-eslint/parser": "8.48.0",
+        "@vitejs/plugin-react": "5.0.4",
+        "autoprefixer": "10.4.21",
+        "eslint": "9.39.1",
+        "eslint-config-prettier": "10.1.8",
+        "eslint-plugin-react": "7.37.5",
+        "eslint-plugin-react-hooks": "7.0.1",
+        "eslint-plugin-react-refresh": "0.4.24",
+        "prettier": "3.6.2",
+        "sharp": "0.34.5",
+        "tailwindcss": "4.0.14",
+        "tsdown": "0.20.3",
+        "tsx": "4.20.6",
+        "typescript": "5.9.3",
+        "typescript-eslint": "8.48.0",
         "vite": "npm:rolldown-vite@7.1.14",
-        "vitest": "^4.0.14"
+        "vitest": "4.0.14"
       }
     },
     "node_modules/@alloc/quick-lru": {
@@ -441,9 +441,9 @@
       }
     },
     "node_modules/@babel/parser": {
-      "version": "7.29.0",
-      "resolved": "https://registry.npmjs.org/@babel/parser/-/parser-7.29.0.tgz",
-      "integrity": "sha512-IyDgFV5GeDUVX4YdF/3CPULtVGSXXMLh1xVIgdCgxApktqnQV0r7/8Nqthg+8YLGaAtdyIlo2qIdZrbCv4+7ww==",
+      "version": "7.29.2",
+      "resolved": "https://registry.npmjs.org/@babel/parser/-/parser-7.29.2.tgz",
+      "integrity": "sha512-4GgRzy/+fsBa72/RZVJmGKPmZu9Byn8o4MoLpmNe1m8ZfYnz5emHLQz3U4gLud6Zwl0RZIcgiLD7Uq7ySFuDLA==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
@@ -558,104 +558,108 @@
       }
     },
     "node_modules/@databricks/appkit": {
-      "version": "0.21.0",
-      "resolved": "https://registry.npmjs.org/@databricks/appkit/-/appkit-0.21.0.tgz",
-      "integrity": "sha512-F6+P5mSxFsE5YbKwmcDbyphGkMTgHDtN4+JJYkhJqHFAEU2slEagkM0bDbGJ8LNZBO1TX1DjhFpDNKdkaaKIlA==",
+      "version": "0.38.1",
+      "resolved": "https://registry.npmjs.org/@databricks/appkit/-/appkit-0.38.1.tgz",
+      "integrity": "sha512-iy7FbirWh3g8SbKcTMnX0E3Lu0MyS/w05loVteZJEuMGSzm99ECkBp6nHNijPGJMk2tO6JP7vrvLVUXM0tQROA==",
       "hasInstallScript": true,
       "license": "Apache-2.0",
       "dependencies": {
-        "@ast-grep/napi": "^0.37.0",
-        "@clack/prompts": "^1.0.1",
-        "@databricks/lakebase": "0.2.0",
-        "@databricks/sdk-experimental": "^0.16.0",
-        "@opentelemetry/api": "^1.9.0",
-        "@opentelemetry/api-logs": "^0.208.0",
-        "@opentelemetry/auto-instrumentations-node": "^0.67.0",
-        "@opentelemetry/exporter-logs-otlp-proto": "^0.208.0",
-        "@opentelemetry/exporter-metrics-otlp-proto": "^0.208.0",
-        "@opentelemetry/exporter-trace-otlp-proto": "^0.208.0",
-        "@opentelemetry/instrumentation": "^0.208.0",
-        "@opentelemetry/instrumentation-express": "^0.57.0",
-        "@opentelemetry/instrumentation-http": "^0.208.0",
-        "@opentelemetry/resources": "^2.2.0",
-        "@opentelemetry/sdk-logs": "^0.208.0",
-        "@opentelemetry/sdk-metrics": "^2.2.0",
-        "@opentelemetry/sdk-node": "^0.208.0",
-        "@opentelemetry/sdk-trace-base": "^2.6.0",
-        "@opentelemetry/semantic-conventions": "^1.38.0",
-        "@types/semver": "^7.7.1",
-        "ajv": "^8.17.1",
-        "ajv-formats": "^3.0.1",
-        "commander": "^12.1.0",
-        "dotenv": "^16.6.1",
-        "express": "^4.22.0",
-        "obug": "^2.1.1",
-        "pg": "^8.18.0",
-        "picocolors": "^1.1.1",
-        "semver": "^7.7.3",
+        "@ast-grep/napi": "0.37.0",
+        "@clack/prompts": "1.0.1",
+        "@databricks/lakebase": "0.3.0",
+        "@databricks/sdk-experimental": "0.17.0",
+        "@opentelemetry/api": "1.9.0",
+        "@opentelemetry/api-logs": "0.208.0",
+        "@opentelemetry/auto-instrumentations-node": "0.67.2",
+        "@opentelemetry/exporter-logs-otlp-proto": "0.208.0",
+        "@opentelemetry/exporter-metrics-otlp-proto": "0.208.0",
+        "@opentelemetry/exporter-trace-otlp-proto": "0.208.0",
+        "@opentelemetry/instrumentation": "0.208.0",
+        "@opentelemetry/instrumentation-express": "0.57.0",
+        "@opentelemetry/instrumentation-http": "0.208.0",
+        "@opentelemetry/resources": "2.2.0",
+        "@opentelemetry/sdk-logs": "0.208.0",
+        "@opentelemetry/sdk-metrics": "2.2.0",
+        "@opentelemetry/sdk-node": "0.208.0",
+        "@opentelemetry/sdk-trace-base": "2.6.0",
+        "@opentelemetry/semantic-conventions": "1.38.0",
+        "@standard-schema/spec": "1.1.0",
+        "@types/semver": "7.7.1",
+        "commander": "12.1.0",
+        "dotenv": "16.6.1",
+        "express": "4.22.0",
+        "get-port": "7.2.0",
+        "js-yaml": "4.1.1",
+        "magic-string": "0.30.21",
+        "obug": "2.1.1",
+        "pg": "8.18.0",
+        "picocolors": "1.1.1",
+        "semver": "7.7.3",
         "vite": "npm:rolldown-vite@7.1.14",
-        "ws": "^8.18.3"
+        "ws": "8.18.3",
+        "zod": "4.3.6"
       },
       "bin": {
         "appkit": "bin/appkit.js"
       }
     },
     "node_modules/@databricks/appkit-ui": {
-      "version": "0.21.0",
-      "resolved": "https://registry.npmjs.org/@databricks/appkit-ui/-/appkit-ui-0.21.0.tgz",
-      "integrity": "sha512-f1loF7BTtON6FEylUmRbP5nfGc/IPXmnDbTnOem/1p2kkPuKaV386ysdh5O2KnoVCzUFomQnD9Ut6p7ouWCaiw==",
+      "version": "0.38.1",
+      "resolved": "https://registry.npmjs.org/@databricks/appkit-ui/-/appkit-ui-0.38.1.tgz",
+      "integrity": "sha512-fhjPc74kTWYFWb30NGlN1jFPqbF/rN3j0JSTukgE/NF5wOkCWsBuNseNRgeL8fH5usKK3Ydnrx78JnIYS3B5OQ==",
       "hasInstallScript": true,
       "license": "Apache-2.0",
       "dependencies": {
-        "@ast-grep/napi": "^0.37.0",
-        "@clack/prompts": "^1.0.1",
-        "@radix-ui/react-accordion": "^1.2.12",
-        "@radix-ui/react-alert-dialog": "^1.1.15",
-        "@radix-ui/react-aspect-ratio": "^1.1.8",
-        "@radix-ui/react-avatar": "^1.1.11",
-        "@radix-ui/react-checkbox": "^1.3.3",
-        "@radix-ui/react-collapsible": "^1.1.12",
-        "@radix-ui/react-context-menu": "^2.2.16",
-        "@radix-ui/react-dialog": "^1.1.15",
-        "@radix-ui/react-dropdown-menu": "^2.1.16",
-        "@radix-ui/react-hover-card": "^1.1.15",
-        "@radix-ui/react-label": "^2.1.8",
-        "@radix-ui/react-menubar": "^1.1.16",
-        "@radix-ui/react-navigation-menu": "^1.2.14",
-        "@radix-ui/react-popover": "^1.1.15",
-        "@radix-ui/react-progress": "^1.1.8",
-        "@radix-ui/react-radio-group": "^1.3.8",
-        "@radix-ui/react-scroll-area": "^1.2.10",
-        "@radix-ui/react-select": "^2.2.6",
-        "@radix-ui/react-separator": "^1.1.8",
-        "@radix-ui/react-slider": "^1.3.6",
-        "@radix-ui/react-slot": "^1.2.4",
-        "@radix-ui/react-switch": "^1.2.6",
-        "@radix-ui/react-tabs": "^1.1.13",
-        "@radix-ui/react-toggle": "^1.1.10",
-        "@radix-ui/react-toggle-group": "^1.1.11",
-        "@radix-ui/react-tooltip": "^1.2.8",
-        "@tanstack/react-table": "^8.21.3",
-        "ajv": "^8.17.1",
-        "ajv-formats": "^3.0.1",
-        "apache-arrow": "^21.1.0",
-        "class-variance-authority": "^0.7.1",
-        "clsx": "^2.1.1",
-        "cmdk": "^1.1.1",
-        "commander": "^12.1.0",
-        "echarts": "^6.0.0",
-        "echarts-for-react": "^3.0.5",
-        "embla-carousel-react": "^8.6.0",
-        "input-otp": "^1.4.2",
-        "lucide-react": "^0.554.0",
-        "marked": "^17.0.3",
-        "next-themes": "^0.4.6",
-        "react-day-picker": "^9.11.3",
-        "react-hook-form": "^7.68.0",
-        "react-resizable-panels": "^3.0.6",
-        "sonner": "^2.0.7",
-        "tailwind-merge": "^3.4.0",
-        "vaul": "^1.1.2"
+        "@ast-grep/napi": "0.37.0",
+        "@clack/prompts": "1.0.1",
+        "@radix-ui/react-accordion": "1.2.12",
+        "@radix-ui/react-alert-dialog": "1.1.15",
+        "@radix-ui/react-aspect-ratio": "1.1.8",
+        "@radix-ui/react-avatar": "1.1.11",
+        "@radix-ui/react-checkbox": "1.3.3",
+        "@radix-ui/react-collapsible": "1.1.12",
+        "@radix-ui/react-context-menu": "2.2.16",
+        "@radix-ui/react-dialog": "1.1.15",
+        "@radix-ui/react-dropdown-menu": "2.1.16",
+        "@radix-ui/react-hover-card": "1.1.15",
+        "@radix-ui/react-label": "2.1.8",
+        "@radix-ui/react-menubar": "1.1.16",
+        "@radix-ui/react-navigation-menu": "1.2.14",
+        "@radix-ui/react-popover": "1.1.15",
+        "@radix-ui/react-progress": "1.1.8",
+        "@radix-ui/react-radio-group": "1.3.8",
+        "@radix-ui/react-scroll-area": "1.2.10",
+        "@radix-ui/react-select": "2.2.6",
+        "@radix-ui/react-separator": "1.1.8",
+        "@radix-ui/react-slider": "1.3.6",
+        "@radix-ui/react-slot": "1.2.4",
+        "@radix-ui/react-switch": "1.2.6",
+        "@radix-ui/react-tabs": "1.1.13",
+        "@radix-ui/react-toggle": "1.1.10",
+        "@radix-ui/react-toggle-group": "1.1.11",
+        "@radix-ui/react-tooltip": "1.2.8",
+        "@standard-schema/spec": "1.1.0",
+        "@tanstack/react-table": "8.21.3",
+        "apache-arrow": "21.1.0",
+        "class-variance-authority": "0.7.1",
+        "clsx": "2.1.1",
+        "cmdk": "1.1.1",
+        "commander": "12.1.0",
+        "dompurify": "3.3.3",
+        "echarts": "6.0.0",
+        "echarts-for-react": "3.0.5",
+        "embla-carousel-react": "8.6.0",
+        "input-otp": "1.4.2",
+        "lucide-react": "0.554.0",
+        "marked": "17.0.3",
+        "next-themes": "0.4.6",
+        "react-day-picker": "9.12.0",
+        "react-hook-form": "7.68.0",
+        "react-resizable-panels": "3.0.6",
+        "sonner": "2.0.7",
+        "tailwind-merge": "3.4.0",
+        "vaul": "1.1.2",
+        "zod": "4.3.6"
       },
       "bin": {
         "appkit": "bin/appkit.js"
@@ -675,20 +679,14 @@
         "react": "^16.5.1 || ^17.0.0 || ^18.0.0 || ^19.0.0"
       }
     },
-    "node_modules/@databricks/appkit/node_modules/@databricks/sdk-experimental": {
-      "version": "0.16.0",
-      "resolved": "https://registry.npmjs.org/@databricks/sdk-experimental/-/sdk-experimental-0.16.0.tgz",
-      "integrity": "sha512-9c2RxWYoRDFupdt4ZnBc1IPE1XaXgN+/wyV4DVcEqOnIa31ep51OnwAD/3014BImfKdyXg32nmgrB9dwvB6+lg==",
-      "license": "Apache-2.0",
-      "dependencies": {
-        "google-auth-library": "^10.5.0",
-        "ini": "^6.0.0",
-        "reflect-metadata": "^0.2.2",
-        "semver": "^7.7.3"
-      },
-      "engines": {
-        "node": ">=22.0",
-        "npm": ">=10.0.0"
+    "node_modules/@databricks/appkit-ui/node_modules/tailwind-merge": {
+      "version": "3.4.0",
+      "resolved": "https://registry.npmjs.org/tailwind-merge/-/tailwind-merge-3.4.0.tgz",
+      "integrity": "sha512-uSaO4gnW+b3Y2aWoWfFpX62vn2sR3skfhbjsEnaBI81WD1wBLlHZe5sWf0AqjksNdYTbGBEd0UasQMT3SNV15g==",
+      "license": "MIT",
+      "funding": {
+        "type": "github",
+        "url": "https://github.com/sponsors/dcastil"
       }
     },
     "node_modules/@databricks/appkit/node_modules/@opentelemetry/core": {
@@ -739,15 +737,63 @@
         "@opentelemetry/api": ">=1.3.0 <1.10.0"
       }
     },
+    "node_modules/@databricks/appkit/node_modules/@opentelemetry/semantic-conventions": {
+      "version": "1.38.0",
+      "resolved": "https://registry.npmjs.org/@opentelemetry/semantic-conventions/-/semantic-conventions-1.38.0.tgz",
+      "integrity": "sha512-kocjix+/sSggfJhwXqClZ3i9Y/MI0fp7b+g7kCRm6psy2dsf8uApTRclwG18h8Avm7C9+fnt+O36PspJ/OzoWg==",
+      "license": "Apache-2.0",
+      "engines": {
+        "node": ">=14"
+      }
+    },
+    "node_modules/@databricks/appkit/node_modules/pg": {
+      "version": "8.18.0",
+      "resolved": "https://registry.npmjs.org/pg/-/pg-8.18.0.tgz",
+      "integrity": "sha512-xqrUDL1b9MbkydY/s+VZ6v+xiMUmOUk7SS9d/1kpyQxoJ6U9AO1oIJyUWVZojbfe5Cc/oluutcgFG4L9RDP1iQ==",
+      "license": "MIT",
+      "dependencies": {
+        "pg-connection-string": "^2.11.0",
+        "pg-pool": "^3.11.0",
+        "pg-protocol": "^1.11.0",
+        "pg-types": "2.2.0",
+        "pgpass": "1.0.5"
+      },
+      "engines": {
+        "node": ">= 16.0.0"
+      },
+      "optionalDependencies": {
+        "pg-cloudflare": "^1.3.0"
+      },
+      "peerDependencies": {
+        "pg-native": ">=3.0.1"
+      },
+      "peerDependenciesMeta": {
+        "pg-native": {
+          "optional": true
+        }
+      }
+    },
+    "node_modules/@databricks/appkit/node_modules/semver": {
+      "version": "7.7.3",
+      "resolved": "https://registry.npmjs.org/semver/-/semver-7.7.3.tgz",
+      "integrity": "sha512-SdsKMrI9TdgjdweUSR9MweHA4EJ8YxHn8DFaDisvhVlUOe4BF1tLD7GAj0lIqWVl+dPb/rExr0Btby5loQm20Q==",
+      "license": "ISC",
+      "bin": {
+        "semver": "bin/semver.js"
+      },
+      "engines": {
+        "node": ">=10"
+      }
+    },
     "node_modules/@databricks/lakebase": {
-      "version": "0.2.0",
-      "resolved": "https://registry.npmjs.org/@databricks/lakebase/-/lakebase-0.2.0.tgz",
-      "integrity": "sha512-dlLav/bLEbfpqdazcStbPk/8VYocXU/6KGyFhYsuNeUYbl8txrmEdSUB81N5D/kz41xEwuGkngu5BIUj1zcHZQ==",
+      "version": "0.3.0",
+      "resolved": "https://registry.npmjs.org/@databricks/lakebase/-/lakebase-0.3.0.tgz",
+      "integrity": "sha512-7oPuLWHqJQTZhwOnK6GXFdGBfLDUNbTIQezp5DWchyqhH71HGsRYStQw1nVr92gkxV4QQ7+1dHSB0pBS9mLYmA==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@databricks/sdk-experimental": "^0.16.0",
-        "@opentelemetry/api": "^1.9.0",
-        "pg": "^8.18.0"
+        "@databricks/sdk-experimental": "0.16.0",
+        "@opentelemetry/api": "1.9.0",
+        "pg": "8.18.0"
       }
     },
     "node_modules/@databricks/lakebase/node_modules/@databricks/sdk-experimental": {
@@ -766,10 +812,37 @@
         "npm": ">=10.0.0"
       }
     },
+    "node_modules/@databricks/lakebase/node_modules/pg": {
+      "version": "8.18.0",
+      "resolved": "https://registry.npmjs.org/pg/-/pg-8.18.0.tgz",
+      "integrity": "sha512-xqrUDL1b9MbkydY/s+VZ6v+xiMUmOUk7SS9d/1kpyQxoJ6U9AO1oIJyUWVZojbfe5Cc/oluutcgFG4L9RDP1iQ==",
+      "license": "MIT",
+      "dependencies": {
+        "pg-connection-string": "^2.11.0",
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+        "pg-protocol": "^1.11.0",
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-        "@typescript-eslint/typescript-estree": "8.56.1",
-        "@typescript-eslint/utils": "8.56.1"
+        "@typescript-eslint/eslint-plugin": "8.48.0",
+        "@typescript-eslint/parser": "8.48.0",
+        "@typescript-eslint/typescript-estree": "8.48.0",
+        "@typescript-eslint/utils": "8.48.0"
       },
       "engines": {
         "node": "^18.18.0 || ^20.9.0 || >=21.1.0"
@@ -14164,7 +14209,7 @@
         "url": "https://opencollective.com/typescript-eslint"
       },
       "peerDependencies": {
-        "eslint": "^8.57.0 || ^9.0.0 || ^10.0.0",
+        "eslint": "^8.57.0 || ^9.0.0",
         "typescript": ">=4.8.4 <6.0.0"
       }
     },
@@ -14211,9 +14256,9 @@
       }
     },
     "node_modules/undici-types": {
-      "version": "7.16.0",
-      "resolved": "https://registry.npmjs.org/undici-types/-/undici-types-7.16.0.tgz",
-      "integrity": "sha512-Zz+aZWSj8LE6zoxD+xrjh4VfkIG8Ya6LvYkZqtUQGJPZjYl53ypCaUwWqo7eI0x66KBGeRo+mlBEkMSeSZ38Nw==",
+      "version": "7.13.0",
+      "resolved": "https://registry.npmjs.org/undici-types/-/undici-types-7.13.0.tgz",
+      "integrity": "sha512-Ov2Rr9Sx+fRgagJ5AX0qvItZG/JKKoBRAVITs1zk7IqZGTJUwgUr7qoYBpWwakpWilTZFM98rG/AFRocu10iIQ==",
       "license": "MIT"
     },
     "node_modules/unpipe": {
@@ -14773,19 +14818,19 @@
       }
     },
     "node_modules/vitest": {
-      "version": "4.0.18",
-      "resolved": "https://registry.npmjs.org/vitest/-/vitest-4.0.18.tgz",
-      "integrity": "sha512-hOQuK7h0FGKgBAas7v0mSAsnvrIgAvWmRFjmzpJ7SwFHH3g1k2u37JtYwOwmEKhK6ZO3v9ggDBBm0La1LCK4uQ==",
+      "version": "4.0.14",
+      "resolved": "https://registry.npmjs.org/vitest/-/vitest-4.0.14.tgz",
+      "integrity": "sha512-d9B2J9Cm9dN9+6nxMnnNJKJCtcyKfnHj15N6YNJfaFHRLua/d3sRKU9RuKmO9mB0XdFtUizlxfz/VPbd3OxGhw==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
-        "@vitest/expect": "4.0.18",
-        "@vitest/mocker": "4.0.18",
-        "@vitest/pretty-format": "4.0.18",
-        "@vitest/runner": "4.0.18",
-        "@vitest/snapshot": "4.0.18",
-        "@vitest/spy": "4.0.18",
-        "@vitest/utils": "4.0.18",
+        "@vitest/expect": "4.0.14",
+        "@vitest/mocker": "4.0.14",
+        "@vitest/pretty-format": "4.0.14",
+        "@vitest/runner": "4.0.14",
+        "@vitest/snapshot": "4.0.14",
+        "@vitest/spy": "4.0.14",
+        "@vitest/utils": "4.0.14",
         "es-module-lexer": "^1.7.0",
         "expect-type": "^1.2.2",
         "magic-string": "^0.30.21",
@@ -14794,7 +14839,7 @@
         "picomatch": "^4.0.3",
         "std-env": "^3.10.0",
         "tinybench": "^2.9.0",
-        "tinyexec": "^1.0.2",
+        "tinyexec": "^0.3.2",
         "tinyglobby": "^0.2.15",
         "tinyrainbow": "^3.0.3",
         "vite": "^6.0.0 || ^7.0.0",
@@ -14813,10 +14858,10 @@
         "@edge-runtime/vm": "*",
         "@opentelemetry/api": "^1.9.0",
         "@types/node": "^20.0.0 || ^22.0.0 || >=24.0.0",
-        "@vitest/browser-playwright": "4.0.18",
-        "@vitest/browser-preview": "4.0.18",
-        "@vitest/browser-webdriverio": "4.0.18",
-        "@vitest/ui": "4.0.18",
+        "@vitest/browser-playwright": "4.0.14",
+        "@vitest/browser-preview": "4.0.14",
+        "@vitest/browser-webdriverio": "4.0.14",
+        "@vitest/ui": "4.0.14",
         "happy-dom": "*",
         "jsdom": "*"
       },
@@ -14850,6 +14895,13 @@
         }
       }
     },
+    "node_modules/vitest/node_modules/tinyexec": {
+      "version": "0.3.2",
+      "resolved": "https://registry.npmjs.org/tinyexec/-/tinyexec-0.3.2.tgz",
+      "integrity": "sha512-KQQR9yN7R5+OSwaK0XQoj22pwHoTlgYqmUscPYoknOoWCWfj/5/ABTMRi69FrKU5ffPVh5QcFikpWJI/P1ocHA==",
+      "dev": true,
+      "license": "MIT"
+    },
     "node_modules/web-streams-polyfill": {
       "version": "3.3.3",
       "resolved": "https://registry.npmjs.org/web-streams-polyfill/-/web-streams-polyfill-3.3.3.tgz",
@@ -15051,9 +15103,9 @@
       }
     },
     "node_modules/ws": {
-      "version": "8.19.0",
-      "resolved": "https://registry.npmjs.org/ws/-/ws-8.19.0.tgz",
-      "integrity": "sha512-blAT2mjOEIi0ZzruJfIhb3nps74PRWTCz1IjglWEEpQl5XS/UNama6u2/rjFkDDouqr4L67ry+1aGIALViWjDg==",
+      "version": "8.18.3",
+      "resolved": "https://registry.npmjs.org/ws/-/ws-8.18.3.tgz",
+      "integrity": "sha512-PEIGCY5tSlUt50cqyMXfCzX+oOPqN0vuGqWzbcJ2xvnkzkq46oOpz7dQaTDBdfICb4N14+GARUDw2XV2N4tvzg==",
       "license": "MIT",
       "engines": {
         "node": ">=10.0.0"
diff --git a/appkit-files/package.json b/appkit-files/package.json
index fd3c1e80..cf663fcd 100644
--- a/appkit-files/package.json
+++ b/appkit-files/package.json
@@ -7,9 +7,9 @@
     "start": "NODE_ENV=production node --env-file-if-exists=./.env ./dist/server.js",
     "dev": "NODE_ENV=development tsx watch --tsconfig ./tsconfig.server.json --env-file-if-exists=./.env ./server/server.ts",
     "build:client": "tsc -b tsconfig.client.json && vite build --config client/vite.config.ts",
-    "build:server": "tsdown -c tsdown.server.config.ts",
+    "build:server": "tsc -b tsconfig.server.json && tsdown -c tsdown.server.config.ts",
     "build": "npm run build:server && npm run build:client",
-    "typecheck": "tsc -p ./tsconfig.server.json --noEmit && tsc -p ./tsconfig.client.json --noEmit",
+    "typecheck": "tsc -b tsconfig.server.json && tsc -b tsconfig.client.json",
     "lint": "eslint .",
     "lint:fix": "eslint . --fix",
     "lint:ast-grep": "appkit lint",
@@ -32,51 +32,51 @@
   "license": "Unlicensed",
   "description": "Node.js app with file browser for Databricks Volumes",
   "dependencies": {
-    "@databricks/appkit": "0.21.0",
-    "@databricks/appkit-ui": "0.21.0",
-    "@databricks/sdk-experimental": "^0.14.2",
-    "clsx": "^2.1.1",
-    "embla-carousel-react": "^8.6.0",
-    "lucide-react": "^0.546.0",
-    "next-themes": "^0.4.6",
-    "react": "^19.1.1",
-    "react-dom": "^19.1.1",
-    "react-resizable-panels": "^3.0.6",
-    "react-router": "^7.13.0",
-    "tailwind-merge": "^3.3.1",
-    "tw-animate-css": "^1.4.0",
-    "tailwindcss-animate": "^1.0.7",
-    "zod": "^4.1.13"
+    "@databricks/appkit": "0.38.1",
+    "@databricks/appkit-ui": "0.38.1",
+    "@databricks/sdk-experimental": "0.17.0",
+    "clsx": "2.1.1",
+    "embla-carousel-react": "8.6.0",
+    "lucide-react": "0.546.0",
+    "next-themes": "0.4.6",
+    "react": "19.2.4",
+    "react-dom": "19.2.4",
+    "react-resizable-panels": "3.0.6",
+    "react-router": "7.13.0",
+    "tailwind-merge": "3.3.1",
+    "tw-animate-css": "1.4.0",
+    "tailwindcss-animate": "1.0.7",
+    "zod": "4.3.6"
   },
   "devDependencies": {
-    "@ast-grep/napi": "^0.37.0",
-    "@eslint/compat": "^2.0.0",
-    "@eslint/js": "^9.39.1",
-    "@playwright/test": "^1.57.0",
-    "@tailwindcss/postcss": "^4.1.17",
-    "@tailwindcss/vite": "^4.1.17",
-    "@types/express": "^5.0.5",
-    "@types/node": "^24.6.0",
-    "@types/react": "^19.1.16",
-    "@types/react-dom": "^19.1.9",
-    "@typescript-eslint/eslint-plugin": "^8.48.0",
-    "@typescript-eslint/parser": "^8.48.0",
-    "@vitejs/plugin-react": "^5.0.4",
-    "autoprefixer": "^10.4.21",
-    "eslint": "^9.39.1",
-    "eslint-config-prettier": "^10.1.8",
-    "eslint-plugin-react": "^7.37.5",
-    "eslint-plugin-react-hooks": "^7.0.1",
-    "eslint-plugin-react-refresh": "^0.4.24",
-    "prettier": "^3.6.2",
-    "sharp": "^0.34.5",
-    "tailwindcss": "^4.0.14",
-    "tsdown": "^0.20.3",
-    "tsx": "^4.20.6",
-    "typescript": "~5.9.3",
-    "typescript-eslint": "^8.48.0",
+    "@ast-grep/napi": "0.37.0",
+    "@eslint/compat": "2.0.0",
+    "@eslint/js": "9.39.1",
+    "@playwright/test": "1.57.0",
+    "@tailwindcss/postcss": "4.1.17",
+    "@tailwindcss/vite": "4.1.17",
+    "@types/express": "5.0.5",
+    "@types/node": "24.6.0",
+    "@types/react": "19.2.2",
+    "@types/react-dom": "19.2.2",
+    "@typescript-eslint/eslint-plugin": "8.48.0",
+    "@typescript-eslint/parser": "8.48.0",
+    "@vitejs/plugin-react": "5.0.4",
+    "autoprefixer": "10.4.21",
+    "eslint": "9.39.1",
+    "eslint-config-prettier": "10.1.8",
+    "eslint-plugin-react": "7.37.5",
+    "eslint-plugin-react-hooks": "7.0.1",
+    "eslint-plugin-react-refresh": "0.4.24",
+    "prettier": "3.6.2",
+    "sharp": "0.34.5",
+    "tailwindcss": "4.0.14",
+    "tsdown": "0.20.3",
+    "tsx": "4.20.6",
+    "typescript": "5.9.3",
+    "typescript-eslint": "8.48.0",
     "vite": "npm:rolldown-vite@7.1.14",
-    "vitest": "^4.0.14"
+    "vitest": "4.0.14"
   },
   "overrides": {
     "vite": "npm:rolldown-vite@7.1.14"
diff --git a/appkit-files/server/server.ts b/appkit-files/server/server.ts
index 322e5151..5ec6506b 100644
--- a/appkit-files/server/server.ts
+++ b/appkit-files/server/server.ts
@@ -5,5 +5,4 @@ createApp({
     files(),
     server(),
   ],
-})
-  .catch(console.error);
+}).catch(console.error);
diff --git a/appkit-files/tsconfig.client.json b/appkit-files/tsconfig.client.json
index 8732ba46..a183fcac 100644
--- a/appkit-files/tsconfig.client.json
+++ b/appkit-files/tsconfig.client.json
@@ -24,5 +24,5 @@
       "@/*": ["./src/*"]
     }
   },
-  "include": ["client/src"]
+  "include": ["client/src", "shared/appkit-types"]
 }
diff --git a/appkit-files/tsconfig.server.json b/appkit-files/tsconfig.server.json
index 8cdada22..8e6ff1e5 100644
--- a/appkit-files/tsconfig.server.json
+++ b/appkit-files/tsconfig.server.json
@@ -4,13 +4,8 @@
     "tsBuildInfoFile": "./node_modules/.tmp/tsconfig.server.tsbuildinfo",
     "target": "ES2020",
     "lib": ["ES2020"],
-
-    /* Emit */
-    "outDir": "./dist",
-    "rootDir": "./",
-    "declaration": true,
-    "declarationMap": true,
-    "sourceMap": true
+    "noEmit": true,
+    "rootDir": "./"
   },
   "include": ["server/**/*", "shared/**/*", "config/**/*"],
   "exclude": ["node_modules", "dist", "client"]
diff --git a/appkit-genie/.gitignore b/appkit-genie/.gitignore
index f2abc326..23adbc24 100644
--- a/appkit-genie/.gitignore
+++ b/appkit-genie/.gitignore
@@ -8,3 +8,6 @@ build/
 .smoke-test/
 test-results/
 playwright-report/
+
+# Auto-generated types (endpoint-specific, varies per developer)
+shared/appkit-types/serving.d.ts
diff --git a/appkit-genie/CLAUDE.md b/appkit-genie/CLAUDE.md
index 868a9ddb..d26d57d9 100644
--- a/appkit-genie/CLAUDE.md
+++ b/appkit-genie/CLAUDE.md
@@ -13,6 +13,6 @@ This project uses Databricks AppKit packages. For AI assistant guidance on using
 For enhanced AI assistance with Databricks CLI operations, authentication, data exploration, and app development, install the Databricks skills:
 
 ```bash
-databricks experimental aitools skills install
+databricks aitools install
 ```
 <!-- appkit-instructions-end -->
diff --git a/appkit-genie/README.md b/appkit-genie/README.md
index 2276a7bb..daf85779 100644
--- a/appkit-genie/README.md
+++ b/appkit-genie/README.md
@@ -1,6 +1,6 @@
 # appkit-genie
 
-A Databricks App powered by [AppKit](https://databricks.github.io/appkit/), featuring React, TypeScript, and Tailwind CSS.
+A Databricks App powered by [AppKit](https://www.databricks.com/devhub/docs/appkit/v0/), featuring React, TypeScript, and Tailwind CSS.
 
 **Enabled plugins:**
 - **Genie** -- AI/BI Genie conversational interface for natural language data queries
diff --git a/appkit-genie/appkit.plugins.json b/appkit-genie/appkit.plugins.json
index 445b57fb..ceed5c80 100644
--- a/appkit-genie/appkit.plugins.json
+++ b/appkit-genie/appkit.plugins.json
@@ -1,7 +1,33 @@
 {
   "$schema": "https://databricks.github.io/appkit/schemas/template-plugins.schema.json",
-  "version": "1.0",
+  "version": "2.0",
   "plugins": {
+    "agents": {
+      "name": "agents",
+      "displayName": "Agents Plugin",
+      "description": "AI agents driven by markdown configs or code, with auto-tool-discovery from registered plugins",
+      "package": "@databricks/appkit",
+      "resources": {
+        "required": [],
+        "optional": [
+          {
+            "type": "serving_endpoint",
+            "alias": "Default LLM for agents",
+            "resourceKey": "agents-serving-endpoint",
+            "description": "Default streaming-capable LLM endpoint for agents that don't pin their own model",
+            "permission": "CAN_QUERY",
+            "fields": {
+              "name": {
+                "env": "DATABRICKS_SERVING_ENDPOINT_NAME",
+                "description": "Default LLM serving endpoint name",
+                "origin": "user"
+              }
+            }
+          }
+        ]
+      },
+      "stability": "beta"
+    },
     "analytics": {
       "name": "analytics",
       "displayName": "Analytics Plugin",
@@ -18,12 +44,27 @@
             "fields": {
               "id": {
                 "env": "DATABRICKS_WAREHOUSE_ID",
-                "description": "SQL Warehouse ID"
+                "description": "SQL Warehouse ID",
+                "discovery": {
+                  "type": "kind",
+                  "resourceKind": "warehouse"
+                },
+                "origin": "user"
               }
             }
           }
         ],
         "optional": []
+      },
+      "scaffolding": {
+        "rules": {
+          "must": [
+            "Before init, ensure the SQL Warehouse passed via --set analytics.sql-warehouse.id is running"
+          ],
+          "should": [
+            "After init, ensure config/queries/ has at least one .sql file before running npm run typegen"
+          ]
+        }
       }
     },
     "files": {
@@ -42,12 +83,25 @@
             "fields": {
               "path": {
                 "env": "DATABRICKS_VOLUME_FILES",
-                "description": "Volume path for file storage (e.g. /Volumes/catalog/schema/volume_name)"
+                "description": "Volume path for file storage (e.g. /Volumes/catalog/schema/volume_name)",
+                "discovery": {
+                  "type": "kind",
+                  "resourceKind": "volume",
+                  "select": "full_name"
+                },
+                "origin": "user"
               }
             }
           }
         ],
         "optional": []
+      },
+      "scaffolding": {
+        "rules": {
+          "must": [
+            "Before init, verify your Unity Catalog volume exists and you have WRITE_VOLUME permission"
+          ]
+        }
       }
     },
     "genie": {
@@ -66,15 +120,56 @@
             "fields": {
               "id": {
                 "env": "DATABRICKS_GENIE_SPACE_ID",
-                "description": "Default Genie Space ID"
+                "description": "Default Genie Space ID",
+                "discovery": {
+                  "type": "kind",
+                  "resourceKind": "genie_space"
+                },
+                "origin": "user"
+              },
+              "name": {
+                "description": "Genie Space display name",
+                "origin": "user"
               }
             }
           }
         ],
         "optional": []
       },
+      "scaffolding": {
+        "rules": {
+          "must": [
+            "After init, configure the 'spaces' map in plugin config with alias-to-Space-ID mappings"
+          ]
+        }
+      },
       "requiredByTemplate": true
     },
+    "jobs": {
+      "name": "jobs",
+      "displayName": "Jobs Plugin",
+      "description": "Manage Databricks Lakeflow Jobs.",
+      "package": "@databricks/appkit",
+      "resources": {
+        "required": [
+          {
+            "type": "job",
+            "alias": "Job",
+            "resourceKey": "job",
+            "description": "A Databricks job to trigger and monitor",
+            "permission": "CAN_MANAGE_RUN",
+            "fields": {
+              "id": {
+                "env": "DATABRICKS_JOB_ID",
+                "description": "Numeric Databricks job ID. Find it in the Jobs UI or via `databricks jobs list`.",
+                "origin": "user"
+              }
+            }
+          }
+        ],
+        "optional": []
+      }
+    },
     "lakebase": {
       "name": "lakebase",
       "displayName": "Lakebase",
@@ -89,55 +184,94 @@
             "description": "Lakebase Postgres database for persistent storage",
             "permission": "CAN_CONNECT_AND_CREATE",
             "fields": {
+              "project": {
+                "description": "Full Lakebase Postgres project resource name. Obtain by running `databricks postgres list-projects`, select the desired item from the output array and use its .name value.",
+                "examples": [
+                  "projects/{project-id}"
+                ],
+                "discovery": {
+                  "type": "kind",
+                  "resourceKind": "postgres_project",
+                  "select": "name"
+                },
+                "origin": "user"
+              },
               "branch": {
-                "description": "Full Lakebase Postgres branch resource name. Obtain by running `databricks postgres list-branches projects/{project-id}`, select the desired item from the output array and use its .name value.",
+                "description": "Full Lakebase Postgres branch resource name. Obtain by running `databricks postgres list-branches {project-name}`, select the desired item from the output array and use its .name value. Requires the project resource name.",
                 "examples": [
                   "projects/{project-id}/branches/{branch-id}"
-                ]
+                ],
+                "discovery": {
+                  "type": "kind",
+                  "resourceKind": "postgres_branch",
+                  "select": "name",
+                  "dependsOn": "project"
+                },
+                "origin": "user"
               },
               "database": {
                 "description": "Full Lakebase Postgres database resource name. Obtain by running `databricks postgres list-databases {branch-name}`, select the desired item from the output array and use its .name value. Requires the branch resource name.",
                 "examples": [
                   "projects/{project-id}/branches/{branch-id}/databases/{database-id}"
-                ]
+                ],
+                "discovery": {
+                  "type": "kind",
+                  "resourceKind": "postgres_database",
+                  "select": "name",
+                  "dependsOn": "branch"
+                },
+                "origin": "user"
               },
               "host": {
                 "env": "PGHOST",
+                "description": "Postgres host for local development. Auto-injected by the platform at deploy time.",
                 "localOnly": true,
                 "resolve": "postgres:host",
-                "description": "Postgres host for local development. Auto-injected by the platform at deploy time."
+                "origin": "platform"
               },
               "databaseName": {
                 "env": "PGDATABASE",
+                "description": "Postgres database name for local development. Auto-injected by the platform at deploy time.",
                 "localOnly": true,
                 "resolve": "postgres:databaseName",
-                "description": "Postgres database name for local development. Auto-injected by the platform at deploy time."
+                "origin": "platform"
               },
               "endpointPath": {
                 "env": "LAKEBASE_ENDPOINT",
-                "bundleIgnore": true,
-                "resolve": "postgres:endpointPath",
                 "description": "Lakebase endpoint resource name. Auto-injected at runtime via app.yaml valueFrom: postgres. For local development, obtain by running `databricks postgres list-endpoints {branch-name}`, select the desired item from the output array and use its .name value.",
+                "bundleIgnore": true,
                 "examples": [
                   "projects/{project-id}/branches/{branch-id}/endpoints/{endpoint-id}"
-                ]
+                ],
+                "resolve": "postgres:endpointPath",
+                "origin": "cli"
               },
               "port": {
                 "env": "PGPORT",
+                "description": "Postgres port. Auto-injected by the platform at deploy time.",
                 "localOnly": true,
                 "value": "5432",
-                "description": "Postgres port. Auto-injected by the platform at deploy time."
+                "origin": "platform"
               },
               "sslmode": {
                 "env": "PGSSLMODE",
+                "description": "Postgres SSL mode. Auto-injected by the platform at deploy time.",
                 "localOnly": true,
                 "value": "require",
-                "description": "Postgres SSL mode. Auto-injected by the platform at deploy time."
+                "origin": "platform"
               }
             }
           }
         ],
         "optional": []
+      },
+      "scaffolding": {
+        "rules": {
+          "should": [
+            "After init, run any database migrations for your chosen ORM before first request",
+            "After init, verify Lakebase connectivity with 'psql $PGHOST -c \"select 1\"'"
+          ]
+        }
       }
     },
     "server": {
@@ -150,6 +284,90 @@
         "optional": []
       },
       "requiredByTemplate": true
+    },
+    "serving": {
+      "name": "serving",
+      "displayName": "Model Serving Plugin",
+      "description": "Authenticated proxy to Databricks Model Serving endpoints",
+      "package": "@databricks/appkit",
+      "resources": {
+        "required": [
+          {
+            "type": "serving_endpoint",
+            "alias": "Serving Endpoint",
+            "resourceKey": "serving-endpoint",
+            "description": "Model Serving endpoint for inference",
+            "permission": "CAN_QUERY",
+            "fields": {
+              "name": {
+                "env": "DATABRICKS_SERVING_ENDPOINT_NAME",
+                "description": "Serving endpoint name",
+                "origin": "user"
+              }
+            }
+          }
+        ],
+        "optional": []
+      }
+    }
+  },
+  "scaffolding": {
+    "command": "databricks apps init",
+    "flags": {
+      "--name": {
+        "description": "Project name — sets {{.projectName}} in package.json, databricks.yml, and .env. Required for non-interactive scaffolding.",
+        "required": true,
+        "pattern": "^[a-z][a-z0-9-]*$"
+      },
+      "--template": {
+        "description": "Template path (local directory or GitHub URL)",
+        "required": false
+      },
+      "--version": {
+        "description": "AppKit version to use; defaults to auto-detected",
+        "required": false
+      },
+      "--features": {
+        "description": "Plugins to enable (comma-separated, no spaces; must match keys in this manifest's plugins map)",
+        "required": false,
+        "pattern": "^[a-zA-Z0-9_-]+(,[a-zA-Z0-9_-]+)*$"
+      },
+      "--set": {
+        "description": "Set resource values (format: plugin.resourceKey.field=value, repeatable)",
+        "required": false
+      },
+      "--output-dir": {
+        "description": "Directory to write the project to",
+        "required": false
+      },
+      "--description": {
+        "description": "App description",
+        "required": false
+      },
+      "--run": {
+        "description": "Run the app after creation (none, dev, dev-remote)",
+        "required": false
+      },
+      "--auto-approve": {
+        "description": "Pass as a bare flag (no value) to skip prompts for optional resources. Not recommended for agent-driven init — conflicts with the 'ask user when in doubt' rule.",
+        "required": false
+      },
+      "--profile": {
+        "description": "Databricks CLI profile to use for authentication (global flag)",
+        "required": false
+      }
+    },
+    "rules": {
+      "must": [
+        "Keep all secrets and credentials only in app.yaml, databricks.yml, and/or .env"
+      ],
+      "should": [
+        "ask user when in doubt of resource to use for plugin"
+      ],
+      "never": [
+        "guess resources when multiple or no options are available",
+        "embed secrets in files that will go to the client-bundle"
+      ]
     }
   }
 }
diff --git a/appkit-genie/client/src/App.tsx b/appkit-genie/client/src/App.tsx
index 8f42c1e5..2e9fd0fb 100644
--- a/appkit-genie/client/src/App.tsx
+++ b/appkit-genie/client/src/App.tsx
@@ -1,10 +1,18 @@
 import { createBrowserRouter, RouterProvider, NavLink, Outlet } from 'react-router';
+import { useState, useEffect } from 'react';
 import {
+  Button,
   Card,
   CardContent,
   CardHeader,
   CardTitle,
+  Sheet,
+  SheetContent,
+  SheetHeader,
+  SheetTitle,
+  useIsMobile,
 } from '@databricks/appkit-ui/react';
+import { Menu } from 'lucide-react';
 import { GeniePage } from './pages/genie/GeniePage';
 
 const navLinkClass = ({ isActive }: { isActive: boolean }) =>
@@ -14,22 +22,61 @@ const navLinkClass = ({ isActive }: { isActive: boolean }) =>
       : 'text-muted-foreground hover:bg-muted hover:text-foreground'
   }`;
 
+const mobileNavLinkClass = ({ isActive }: { isActive: boolean }) =>
+  `block px-3 py-2 rounded-md text-sm font-medium transition-colors ${
+    isActive
+      ? 'bg-primary text-primary-foreground'
+      : 'text-muted-foreground hover:bg-muted hover:text-foreground'
+  }`;
+
+type NavLinkClassFn = (props: { isActive: boolean }) => string;
+
+function NavLinks({ className, linkClass, onClick }: { className?: string; linkClass: NavLinkClassFn; onClick?: () => void }) {
+  return (
+    <nav className={className}>
+      <NavLink to="/" end className={linkClass} onClick={onClick}>
+        Home
+      </NavLink>
+      <NavLink to="/genie" className={linkClass} onClick={onClick}>
+        Genie
+      </NavLink>
+    </nav>
+  );
+}
+
 function Layout() {
+  const isMobile = useIsMobile();
+  const [mobileNavOpen, setMobileNavOpen] = useState(false);
+
+  // Close mobile nav when viewport crosses to desktop
+  useEffect(() => {
+    if (!isMobile) setMobileNavOpen(false);
+  }, [isMobile]);
+
   return (
     <div className="min-h-screen bg-background flex flex-col">
-      <header className="border-b px-6 py-3 flex items-center gap-4">
+      <header className="border-b px-4 md:px-6 py-3 flex items-center gap-4">
         <h1 className="text-lg font-semibold text-foreground">appkit-genie</h1>
-        <nav className="flex gap-1">
-          <NavLink to="/" end className={navLinkClass}>
-            Home
-          </NavLink>
-          <NavLink to="/genie" className={navLinkClass}>
-            Genie
-          </NavLink>
-        </nav>
+        {/* Desktop nav — hidden below md breakpoint */}
+        <NavLinks className="hidden md:flex gap-1" linkClass={navLinkClass} />
+        {/* Mobile nav — visible below md breakpoint */}
+        <div className="ml-auto md:hidden">
+          <Sheet open={mobileNavOpen} onOpenChange={setMobileNavOpen}>
+            <Button variant="ghost" size="icon" onClick={() => setMobileNavOpen(true)}>
+              <Menu className="h-5 w-5" />
+              <span className="sr-only">Open navigation</span>
+            </Button>
+            <SheetContent side="left">
+              <SheetHeader>
+                <SheetTitle>Navigation</SheetTitle>
+              </SheetHeader>
+              <NavLinks className="flex flex-col gap-1" linkClass={mobileNavLinkClass} onClick={() => setMobileNavOpen(false)} />
+            </SheetContent>
+          </Sheet>
+        </div>
       </header>
 
-      <main className="flex-1 p-6">
+      <main className="flex-1 p-4 md:p-6">
         <Outlet />
       </main>
     </div>
@@ -81,7 +128,7 @@ function HomePage() {
             </li>
             <li>
               <a
-                href="https://databricks.github.io/appkit/"
+                href="https://www.databricks.com/devhub/docs/appkit/v0/"
                 target="_blank"
                 rel="noopener noreferrer"
                 className="text-primary underline underline-offset-4 hover:text-primary/80"
diff --git a/appkit-genie/client/src/pages/genie/GeniePage.tsx b/appkit-genie/client/src/pages/genie/GeniePage.tsx
index 36a78b81..a700b5f0 100644
--- a/appkit-genie/client/src/pages/genie/GeniePage.tsx
+++ b/appkit-genie/client/src/pages/genie/GeniePage.tsx
@@ -9,7 +9,7 @@ export function GeniePage() {
           Ask questions about your data using Databricks AI/BI Genie.
         </p>
       </div>
-      <div className="h-[600px] border rounded-lg overflow-hidden">
+      <div className="h-[min(600px,70vh)] border rounded-lg overflow-hidden">
         <GenieChat alias="default" />
       </div>
     </div>
diff --git a/appkit-genie/client/vite.config.ts b/appkit-genie/client/vite.config.ts
index b49d4055..a4f8dfc2 100644
--- a/appkit-genie/client/vite.config.ts
+++ b/appkit-genie/client/vite.config.ts
@@ -13,6 +13,7 @@ export default defineConfig({
   build: {
     outDir: path.resolve(__dirname, './dist'),
     emptyOutDir: true,
+    sourcemap: process.env.NODE_ENV === 'development',
   },
   optimizeDeps: {
     include: ['react', 'react-dom', 'react/jsx-dev-runtime', 'react/jsx-runtime', 'recharts'],
diff --git a/appkit-genie/databricks.yml b/appkit-genie/databricks.yml
index c53e8d84..a27d1eda 100644
--- a/appkit-genie/databricks.yml
+++ b/appkit-genie/databricks.yml
@@ -5,7 +5,7 @@ variables:
   genie_space_id:
     description: Default Genie Space ID
   genie_space_name:
-    description: Genie Space for AI-powered data queries. Space IDs configured via plugin config.
+    description: Genie Space display name
 
 resources:
   apps:
@@ -32,3 +32,4 @@ targets:
 
     variables:
       genie_space_id: placeholder
+      genie_space_name: placeholder
diff --git a/appkit-genie/databricks.yml.tmpl b/appkit-genie/databricks.yml.tmpl
new file mode 100644
index 00000000..77997d31
--- /dev/null
+++ b/appkit-genie/databricks.yml.tmpl
@@ -0,0 +1,48 @@
+bundle:
+  name: {{.projectName}}
+{{- if .bundle.variables}}
+
+variables:
+{{.bundle.variables}}
+{{- end}}
+
+resources:
+  apps:
+    app:
+      name: "{{.projectName}}"
+      description: "{{.appDescription}}"
+      source_code_path: ./
+
+{{- if or .plugins.genie .plugins.files .plugins.serving}}
+      user_api_scopes:
+{{- if .plugins.genie}}
+        - dashboards.genie
+{{- end}}
+{{- if .plugins.files}}
+        - files.files
+{{- end}}
+{{- if .plugins.serving}}
+        - serving.serving-endpoints
+{{- end}}
+{{- else}}
+      # Uncomment to enable on behalf of user API scopes. Available scopes: sql, dashboards.genie, files.files, serving.serving-endpoints
+      # user_api_scopes:
+      #   - sql
+{{- end}}
+{{- if .bundle.resources}}
+
+      # The resources which this app has access to.
+      resources:
+{{.bundle.resources}}
+{{- end}}
+
+targets:
+  default:
+    default: true
+    workspace:
+      host: {{.workspaceHost}}
+{{- if .bundle.targetVariables}}
+
+    variables:
+{{.bundle.targetVariables}}
+{{- end}}
diff --git a/appkit-genie/package-lock.json b/appkit-genie/package-lock.json
index 6277b094..247ae4e2 100644
--- a/appkit-genie/package-lock.json
+++ b/appkit-genie/package-lock.json
@@ -10,51 +10,51 @@
       "hasInstallScript": true,
       "license": "Unlicensed",
       "dependencies": {
-        "@databricks/appkit": "0.21.0",
-        "@databricks/appkit-ui": "0.21.0",
-        "@databricks/sdk-experimental": "^0.14.2",
-        "clsx": "^2.1.1",
-        "embla-carousel-react": "^8.6.0",
-        "lucide-react": "^0.546.0",
-        "next-themes": "^0.4.6",
-        "react": "^19.1.1",
-        "react-dom": "^19.1.1",
-        "react-resizable-panels": "^3.0.6",
-        "react-router": "^7.13.0",
-        "tailwind-merge": "^3.3.1",
-        "tailwindcss-animate": "^1.0.7",
-        "tw-animate-css": "^1.4.0",
-        "zod": "^4.1.13"
+        "@databricks/appkit": "0.38.1",
+        "@databricks/appkit-ui": "0.38.1",
+        "@databricks/sdk-experimental": "0.17.0",
+        "clsx": "2.1.1",
+        "embla-carousel-react": "8.6.0",
+        "lucide-react": "0.546.0",
+        "next-themes": "0.4.6",
+        "react": "19.2.4",
+        "react-dom": "19.2.4",
+        "react-resizable-panels": "3.0.6",
+        "react-router": "7.13.0",
+        "tailwind-merge": "3.3.1",
+        "tailwindcss-animate": "1.0.7",
+        "tw-animate-css": "1.4.0",
+        "zod": "4.3.6"
       },
       "devDependencies": {
-        "@ast-grep/napi": "^0.37.0",
-        "@eslint/compat": "^2.0.0",
-        "@eslint/js": "^9.39.1",
-        "@playwright/test": "^1.57.0",
-        "@tailwindcss/postcss": "^4.1.17",
-        "@tailwindcss/vite": "^4.1.17",
-        "@types/express": "^5.0.5",
-        "@types/node": "^24.6.0",
-        "@types/react": "^19.1.16",
-        "@types/react-dom": "^19.1.9",
-        "@typescript-eslint/eslint-plugin": "^8.48.0",
-        "@typescript-eslint/parser": "^8.48.0",
-        "@vitejs/plugin-react": "^5.0.4",
-        "autoprefixer": "^10.4.21",
-        "eslint": "^9.39.1",
-        "eslint-config-prettier": "^10.1.8",
-        "eslint-plugin-react": "^7.37.5",
-        "eslint-plugin-react-hooks": "^7.0.1",
-        "eslint-plugin-react-refresh": "^0.4.24",
-        "prettier": "^3.6.2",
-        "sharp": "^0.34.5",
-        "tailwindcss": "^4.0.14",
-        "tsdown": "^0.20.3",
-        "tsx": "^4.20.6",
-        "typescript": "~5.9.3",
-        "typescript-eslint": "^8.48.0",
+        "@ast-grep/napi": "0.37.0",
+        "@eslint/compat": "2.0.0",
+        "@eslint/js": "9.39.1",
+        "@playwright/test": "1.57.0",
+        "@tailwindcss/postcss": "4.1.17",
+        "@tailwindcss/vite": "4.1.17",
+        "@types/express": "5.0.5",
+        "@types/node": "24.6.0",
+        "@types/react": "19.2.2",
+        "@types/react-dom": "19.2.2",
+        "@typescript-eslint/eslint-plugin": "8.48.0",
+        "@typescript-eslint/parser": "8.48.0",
+        "@vitejs/plugin-react": "5.0.4",
+        "autoprefixer": "10.4.21",
+        "eslint": "9.39.1",
+        "eslint-config-prettier": "10.1.8",
+        "eslint-plugin-react": "7.37.5",
+        "eslint-plugin-react-hooks": "7.0.1",
+        "eslint-plugin-react-refresh": "0.4.24",
+        "prettier": "3.6.2",
+        "sharp": "0.34.5",
+        "tailwindcss": "4.0.14",
+        "tsdown": "0.20.3",
+        "tsx": "4.20.6",
+        "typescript": "5.9.3",
+        "typescript-eslint": "8.48.0",
         "vite": "npm:rolldown-vite@7.1.14",
-        "vitest": "^4.0.14"
+        "vitest": "4.0.14"
       }
     },
     "node_modules/@alloc/quick-lru": {
@@ -441,9 +441,9 @@
       }
     },
     "node_modules/@babel/parser": {
-      "version": "7.29.0",
-      "resolved": "https://registry.npmjs.org/@babel/parser/-/parser-7.29.0.tgz",
-      "integrity": "sha512-IyDgFV5GeDUVX4YdF/3CPULtVGSXXMLh1xVIgdCgxApktqnQV0r7/8Nqthg+8YLGaAtdyIlo2qIdZrbCv4+7ww==",
+      "version": "7.29.2",
+      "resolved": "https://registry.npmjs.org/@babel/parser/-/parser-7.29.2.tgz",
+      "integrity": "sha512-4GgRzy/+fsBa72/RZVJmGKPmZu9Byn8o4MoLpmNe1m8ZfYnz5emHLQz3U4gLud6Zwl0RZIcgiLD7Uq7ySFuDLA==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
@@ -558,104 +558,108 @@
       }
     },
     "node_modules/@databricks/appkit": {
-      "version": "0.21.0",
-      "resolved": "https://registry.npmjs.org/@databricks/appkit/-/appkit-0.21.0.tgz",
-      "integrity": "sha512-F6+P5mSxFsE5YbKwmcDbyphGkMTgHDtN4+JJYkhJqHFAEU2slEagkM0bDbGJ8LNZBO1TX1DjhFpDNKdkaaKIlA==",
+      "version": "0.38.1",
+      "resolved": "https://registry.npmjs.org/@databricks/appkit/-/appkit-0.38.1.tgz",
+      "integrity": "sha512-iy7FbirWh3g8SbKcTMnX0E3Lu0MyS/w05loVteZJEuMGSzm99ECkBp6nHNijPGJMk2tO6JP7vrvLVUXM0tQROA==",
       "hasInstallScript": true,
       "license": "Apache-2.0",
       "dependencies": {
-        "@ast-grep/napi": "^0.37.0",
-        "@clack/prompts": "^1.0.1",
-        "@databricks/lakebase": "0.2.0",
-        "@databricks/sdk-experimental": "^0.16.0",
-        "@opentelemetry/api": "^1.9.0",
-        "@opentelemetry/api-logs": "^0.208.0",
-        "@opentelemetry/auto-instrumentations-node": "^0.67.0",
-        "@opentelemetry/exporter-logs-otlp-proto": "^0.208.0",
-        "@opentelemetry/exporter-metrics-otlp-proto": "^0.208.0",
-        "@opentelemetry/exporter-trace-otlp-proto": "^0.208.0",
-        "@opentelemetry/instrumentation": "^0.208.0",
-        "@opentelemetry/instrumentation-express": "^0.57.0",
-        "@opentelemetry/instrumentation-http": "^0.208.0",
-        "@opentelemetry/resources": "^2.2.0",
-        "@opentelemetry/sdk-logs": "^0.208.0",
-        "@opentelemetry/sdk-metrics": "^2.2.0",
-        "@opentelemetry/sdk-node": "^0.208.0",
-        "@opentelemetry/sdk-trace-base": "^2.6.0",
-        "@opentelemetry/semantic-conventions": "^1.38.0",
-        "@types/semver": "^7.7.1",
-        "ajv": "^8.17.1",
-        "ajv-formats": "^3.0.1",
-        "commander": "^12.1.0",
-        "dotenv": "^16.6.1",
-        "express": "^4.22.0",
-        "obug": "^2.1.1",
-        "pg": "^8.18.0",
-        "picocolors": "^1.1.1",
-        "semver": "^7.7.3",
+        "@ast-grep/napi": "0.37.0",
+        "@clack/prompts": "1.0.1",
+        "@databricks/lakebase": "0.3.0",
+        "@databricks/sdk-experimental": "0.17.0",
+        "@opentelemetry/api": "1.9.0",
+        "@opentelemetry/api-logs": "0.208.0",
+        "@opentelemetry/auto-instrumentations-node": "0.67.2",
+        "@opentelemetry/exporter-logs-otlp-proto": "0.208.0",
+        "@opentelemetry/exporter-metrics-otlp-proto": "0.208.0",
+        "@opentelemetry/exporter-trace-otlp-proto": "0.208.0",
+        "@opentelemetry/instrumentation": "0.208.0",
+        "@opentelemetry/instrumentation-express": "0.57.0",
+        "@opentelemetry/instrumentation-http": "0.208.0",
+        "@opentelemetry/resources": "2.2.0",
+        "@opentelemetry/sdk-logs": "0.208.0",
+        "@opentelemetry/sdk-metrics": "2.2.0",
+        "@opentelemetry/sdk-node": "0.208.0",
+        "@opentelemetry/sdk-trace-base": "2.6.0",
+        "@opentelemetry/semantic-conventions": "1.38.0",
+        "@standard-schema/spec": "1.1.0",
+        "@types/semver": "7.7.1",
+        "commander": "12.1.0",
+        "dotenv": "16.6.1",
+        "express": "4.22.0",
+        "get-port": "7.2.0",
+        "js-yaml": "4.1.1",
+        "magic-string": "0.30.21",
+        "obug": "2.1.1",
+        "pg": "8.18.0",
+        "picocolors": "1.1.1",
+        "semver": "7.7.3",
         "vite": "npm:rolldown-vite@7.1.14",
-        "ws": "^8.18.3"
+        "ws": "8.18.3",
+        "zod": "4.3.6"
       },
       "bin": {
         "appkit": "bin/appkit.js"
       }
     },
     "node_modules/@databricks/appkit-ui": {
-      "version": "0.21.0",
-      "resolved": "https://registry.npmjs.org/@databricks/appkit-ui/-/appkit-ui-0.21.0.tgz",
-      "integrity": "sha512-f1loF7BTtON6FEylUmRbP5nfGc/IPXmnDbTnOem/1p2kkPuKaV386ysdh5O2KnoVCzUFomQnD9Ut6p7ouWCaiw==",
+      "version": "0.38.1",
+      "resolved": "https://registry.npmjs.org/@databricks/appkit-ui/-/appkit-ui-0.38.1.tgz",
+      "integrity": "sha512-fhjPc74kTWYFWb30NGlN1jFPqbF/rN3j0JSTukgE/NF5wOkCWsBuNseNRgeL8fH5usKK3Ydnrx78JnIYS3B5OQ==",
       "hasInstallScript": true,
       "license": "Apache-2.0",
       "dependencies": {
-        "@ast-grep/napi": "^0.37.0",
-        "@clack/prompts": "^1.0.1",
-        "@radix-ui/react-accordion": "^1.2.12",
-        "@radix-ui/react-alert-dialog": "^1.1.15",
-        "@radix-ui/react-aspect-ratio": "^1.1.8",
-        "@radix-ui/react-avatar": "^1.1.11",
-        "@radix-ui/react-checkbox": "^1.3.3",
-        "@radix-ui/react-collapsible": "^1.1.12",
-        "@radix-ui/react-context-menu": "^2.2.16",
-        "@radix-ui/react-dialog": "^1.1.15",
-        "@radix-ui/react-dropdown-menu": "^2.1.16",
-        "@radix-ui/react-hover-card": "^1.1.15",
-        "@radix-ui/react-label": "^2.1.8",
-        "@radix-ui/react-menubar": "^1.1.16",
-        "@radix-ui/react-navigation-menu": "^1.2.14",
-        "@radix-ui/react-popover": "^1.1.15",
-        "@radix-ui/react-progress": "^1.1.8",
-        "@radix-ui/react-radio-group": "^1.3.8",
-        "@radix-ui/react-scroll-area": "^1.2.10",
-        "@radix-ui/react-select": "^2.2.6",
-        "@radix-ui/react-separator": "^1.1.8",
-        "@radix-ui/react-slider": "^1.3.6",
-        "@radix-ui/react-slot": "^1.2.4",
-        "@radix-ui/react-switch": "^1.2.6",
-        "@radix-ui/react-tabs": "^1.1.13",
-        "@radix-ui/react-toggle": "^1.1.10",
-        "@radix-ui/react-toggle-group": "^1.1.11",
-        "@radix-ui/react-tooltip": "^1.2.8",
-        "@tanstack/react-table": "^8.21.3",
-        "ajv": "^8.17.1",
-        "ajv-formats": "^3.0.1",
-        "apache-arrow": "^21.1.0",
-        "class-variance-authority": "^0.7.1",
-        "clsx": "^2.1.1",
-        "cmdk": "^1.1.1",
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-      "os": [
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+      "license": "MIT",
+      "dependencies": {
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+        "@babel/helper-validator-identifier": "8.0.0-rc.1",
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+        "@babel/types": "8.0.0-rc.1",
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+        "birpc": "^4.0.0",
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+        "get-tsconfig": "^4.13.6",
+        "obug": "^2.1.1"
+      },
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+        "node": ">=20.19.0"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/sxzz"
+      },
+      "peerDependencies": {
+        "@ts-macro/tsc": "^0.3.6",
+        "@typescript/native-preview": ">=7.0.0-dev.20250601.1",
+        "rolldown": "^1.0.0-rc.3",
+        "typescript": "^5.0.0 || ^6.0.0-beta",
+        "vue-tsc": "~3.2.0"
+      },
+      "peerDependenciesMeta": {
+        "@ts-macro/tsc": {
+          "optional": true
+        },
+        "@typescript/native-preview": {
+          "optional": true
+        },
+        "typescript": {
+          "optional": true
+        },
+        "vue-tsc": {
+          "optional": true
+        }
       }
     },
-    "node_modules/tsx/node_modules/esbuild": {
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+    "node_modules/tslib": {
+      "version": "2.8.1",
+      "resolved": "https://registry.npmjs.org/tslib/-/tslib-2.8.1.tgz",
+      "integrity": "sha512-oJFu94HQb+KVduSUQL7wnpmqnfmLsOA/nAh6b6EH0wCEoK0/mPeXU6c3wKDV83MkOuHPRHtSXKKU99IBazS/2w==",
+      "license": "0BSD"
+    },
+    "node_modules/tsx": {
+      "version": "4.20.6",
+      "resolved": "https://registry.npmjs.org/tsx/-/tsx-4.20.6.tgz",
+      "integrity": "sha512-ytQKuwgmrrkDTFP4LjR0ToE2nqgy886GpvRSpU0JAnrdBYppuY5rLkRUYPU1yCryb24SsKBTL/hlDQAEFVwtZg==",
       "devOptional": true,
-      "hasInstallScript": true,
       "license": "MIT",
+      "dependencies": {
+        "esbuild": "~0.25.0",
+        "get-tsconfig": "^4.7.5"
+      },
       "bin": {
-        "esbuild": "bin/esbuild"
+        "tsx": "dist/cli.mjs"
       },
       "engines": {
-        "node": ">=18"
+        "node": ">=18.0.0"
       },
       "optionalDependencies": {
-        "@esbuild/aix-ppc64": "0.27.3",
-        "@esbuild/android-arm": "0.27.3",
-        "@esbuild/android-arm64": "0.27.3",
-        "@esbuild/android-x64": "0.27.3",
-        "@esbuild/darwin-arm64": "0.27.3",
-        "@esbuild/darwin-x64": "0.27.3",
-        "@esbuild/freebsd-arm64": "0.27.3",
-        "@esbuild/freebsd-x64": "0.27.3",
-        "@esbuild/linux-arm": "0.27.3",
-        "@esbuild/linux-arm64": "0.27.3",
-        "@esbuild/linux-ia32": "0.27.3",
-        "@esbuild/linux-loong64": "0.27.3",
-        "@esbuild/linux-mips64el": "0.27.3",
-        "@esbuild/linux-ppc64": "0.27.3",
-        "@esbuild/linux-riscv64": "0.27.3",
-        "@esbuild/linux-s390x": "0.27.3",
-        "@esbuild/linux-x64": "0.27.3",
-        "@esbuild/netbsd-arm64": "0.27.3",
-        "@esbuild/netbsd-x64": "0.27.3",
-        "@esbuild/openbsd-arm64": "0.27.3",
-        "@esbuild/openbsd-x64": "0.27.3",
-        "@esbuild/openharmony-arm64": "0.27.3",
-        "@esbuild/sunos-x64": "0.27.3",
-        "@esbuild/win32-arm64": "0.27.3",
-        "@esbuild/win32-ia32": "0.27.3",
-        "@esbuild/win32-x64": "0.27.3"
+        "fsevents": "~2.3.3"
       }
     },
     "node_modules/tsx/node_modules/fsevents": {
@@ -14145,16 +14190,16 @@
       }
     },
     "node_modules/typescript-eslint": {
-      "version": "8.56.1",
-      "resolved": "https://registry.npmjs.org/typescript-eslint/-/typescript-eslint-8.56.1.tgz",
-      "integrity": "sha512-U4lM6pjmBX7J5wk4szltF7I1cGBHXZopnAXCMXb3+fZ3B/0Z3hq3wS/CCUB2NZBNAExK92mCU2tEohWuwVMsDQ==",
+      "version": "8.48.0",
+      "resolved": "https://registry.npmjs.org/typescript-eslint/-/typescript-eslint-8.48.0.tgz",
+      "integrity": "sha512-fcKOvQD9GUn3Xw63EgiDqhvWJ5jsyZUaekl3KVpGsDJnN46WJTe3jWxtQP9lMZm1LJNkFLlTaWAxK2vUQR+cqw==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
-        "@typescript-eslint/eslint-plugin": "8.56.1",
-        "@typescript-eslint/parser": "8.56.1",
-        "@typescript-eslint/typescript-estree": "8.56.1",
-        "@typescript-eslint/utils": "8.56.1"
+        "@typescript-eslint/eslint-plugin": "8.48.0",
+        "@typescript-eslint/parser": "8.48.0",
+        "@typescript-eslint/typescript-estree": "8.48.0",
+        "@typescript-eslint/utils": "8.48.0"
       },
       "engines": {
         "node": "^18.18.0 || ^20.9.0 || >=21.1.0"
@@ -14164,7 +14209,7 @@
         "url": "https://opencollective.com/typescript-eslint"
       },
       "peerDependencies": {
-        "eslint": "^8.57.0 || ^9.0.0 || ^10.0.0",
+        "eslint": "^8.57.0 || ^9.0.0",
         "typescript": ">=4.8.4 <6.0.0"
       }
     },
@@ -14211,9 +14256,9 @@
       }
     },
     "node_modules/undici-types": {
-      "version": "7.16.0",
-      "resolved": "https://registry.npmjs.org/undici-types/-/undici-types-7.16.0.tgz",
-      "integrity": "sha512-Zz+aZWSj8LE6zoxD+xrjh4VfkIG8Ya6LvYkZqtUQGJPZjYl53ypCaUwWqo7eI0x66KBGeRo+mlBEkMSeSZ38Nw==",
+      "version": "7.13.0",
+      "resolved": "https://registry.npmjs.org/undici-types/-/undici-types-7.13.0.tgz",
+      "integrity": "sha512-Ov2Rr9Sx+fRgagJ5AX0qvItZG/JKKoBRAVITs1zk7IqZGTJUwgUr7qoYBpWwakpWilTZFM98rG/AFRocu10iIQ==",
       "license": "MIT"
     },
     "node_modules/unpipe": {
@@ -14773,19 +14818,19 @@
       }
     },
     "node_modules/vitest": {
-      "version": "4.0.18",
-      "resolved": "https://registry.npmjs.org/vitest/-/vitest-4.0.18.tgz",
-      "integrity": "sha512-hOQuK7h0FGKgBAas7v0mSAsnvrIgAvWmRFjmzpJ7SwFHH3g1k2u37JtYwOwmEKhK6ZO3v9ggDBBm0La1LCK4uQ==",
+      "version": "4.0.14",
+      "resolved": "https://registry.npmjs.org/vitest/-/vitest-4.0.14.tgz",
+      "integrity": "sha512-d9B2J9Cm9dN9+6nxMnnNJKJCtcyKfnHj15N6YNJfaFHRLua/d3sRKU9RuKmO9mB0XdFtUizlxfz/VPbd3OxGhw==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
-        "@vitest/expect": "4.0.18",
-        "@vitest/mocker": "4.0.18",
-        "@vitest/pretty-format": "4.0.18",
-        "@vitest/runner": "4.0.18",
-        "@vitest/snapshot": "4.0.18",
-        "@vitest/spy": "4.0.18",
-        "@vitest/utils": "4.0.18",
+        "@vitest/expect": "4.0.14",
+        "@vitest/mocker": "4.0.14",
+        "@vitest/pretty-format": "4.0.14",
+        "@vitest/runner": "4.0.14",
+        "@vitest/snapshot": "4.0.14",
+        "@vitest/spy": "4.0.14",
+        "@vitest/utils": "4.0.14",
         "es-module-lexer": "^1.7.0",
         "expect-type": "^1.2.2",
         "magic-string": "^0.30.21",
@@ -14794,7 +14839,7 @@
         "picomatch": "^4.0.3",
         "std-env": "^3.10.0",
         "tinybench": "^2.9.0",
-        "tinyexec": "^1.0.2",
+        "tinyexec": "^0.3.2",
         "tinyglobby": "^0.2.15",
         "tinyrainbow": "^3.0.3",
         "vite": "^6.0.0 || ^7.0.0",
@@ -14813,10 +14858,10 @@
         "@edge-runtime/vm": "*",
         "@opentelemetry/api": "^1.9.0",
         "@types/node": "^20.0.0 || ^22.0.0 || >=24.0.0",
-        "@vitest/browser-playwright": "4.0.18",
-        "@vitest/browser-preview": "4.0.18",
-        "@vitest/browser-webdriverio": "4.0.18",
-        "@vitest/ui": "4.0.18",
+        "@vitest/browser-playwright": "4.0.14",
+        "@vitest/browser-preview": "4.0.14",
+        "@vitest/browser-webdriverio": "4.0.14",
+        "@vitest/ui": "4.0.14",
         "happy-dom": "*",
         "jsdom": "*"
       },
@@ -14850,6 +14895,13 @@
         }
       }
     },
+    "node_modules/vitest/node_modules/tinyexec": {
+      "version": "0.3.2",
+      "resolved": "https://registry.npmjs.org/tinyexec/-/tinyexec-0.3.2.tgz",
+      "integrity": "sha512-KQQR9yN7R5+OSwaK0XQoj22pwHoTlgYqmUscPYoknOoWCWfj/5/ABTMRi69FrKU5ffPVh5QcFikpWJI/P1ocHA==",
+      "dev": true,
+      "license": "MIT"
+    },
     "node_modules/web-streams-polyfill": {
       "version": "3.3.3",
       "resolved": "https://registry.npmjs.org/web-streams-polyfill/-/web-streams-polyfill-3.3.3.tgz",
@@ -15051,9 +15103,9 @@
       }
     },
     "node_modules/ws": {
-      "version": "8.19.0",
-      "resolved": "https://registry.npmjs.org/ws/-/ws-8.19.0.tgz",
-      "integrity": "sha512-blAT2mjOEIi0ZzruJfIhb3nps74PRWTCz1IjglWEEpQl5XS/UNama6u2/rjFkDDouqr4L67ry+1aGIALViWjDg==",
+      "version": "8.18.3",
+      "resolved": "https://registry.npmjs.org/ws/-/ws-8.18.3.tgz",
+      "integrity": "sha512-PEIGCY5tSlUt50cqyMXfCzX+oOPqN0vuGqWzbcJ2xvnkzkq46oOpz7dQaTDBdfICb4N14+GARUDw2XV2N4tvzg==",
       "license": "MIT",
       "engines": {
         "node": ">=10.0.0"
diff --git a/appkit-genie/package.json b/appkit-genie/package.json
index f222a3c4..bef7d16c 100644
--- a/appkit-genie/package.json
+++ b/appkit-genie/package.json
@@ -7,9 +7,9 @@
     "start": "NODE_ENV=production node --env-file-if-exists=./.env ./dist/server.js",
     "dev": "NODE_ENV=development tsx watch --tsconfig ./tsconfig.server.json --env-file-if-exists=./.env ./server/server.ts",
     "build:client": "tsc -b tsconfig.client.json && vite build --config client/vite.config.ts",
-    "build:server": "tsdown -c tsdown.server.config.ts",
+    "build:server": "tsc -b tsconfig.server.json && tsdown -c tsdown.server.config.ts",
     "build": "npm run build:server && npm run build:client",
-    "typecheck": "tsc -p ./tsconfig.server.json --noEmit && tsc -p ./tsconfig.client.json --noEmit",
+    "typecheck": "tsc -b tsconfig.server.json && tsc -b tsconfig.client.json",
     "lint": "eslint .",
     "lint:fix": "eslint . --fix",
     "lint:ast-grep": "appkit lint",
@@ -32,51 +32,51 @@
   "license": "Unlicensed",
   "description": "Node.js app with AI/BI Genie for natural language data queries",
   "dependencies": {
-    "@databricks/appkit": "0.21.0",
-    "@databricks/appkit-ui": "0.21.0",
-    "@databricks/sdk-experimental": "^0.14.2",
-    "clsx": "^2.1.1",
-    "embla-carousel-react": "^8.6.0",
-    "lucide-react": "^0.546.0",
-    "next-themes": "^0.4.6",
-    "react": "^19.1.1",
-    "react-dom": "^19.1.1",
-    "react-resizable-panels": "^3.0.6",
-    "react-router": "^7.13.0",
-    "tailwind-merge": "^3.3.1",
-    "tw-animate-css": "^1.4.0",
-    "tailwindcss-animate": "^1.0.7",
-    "zod": "^4.1.13"
+    "@databricks/appkit": "0.38.1",
+    "@databricks/appkit-ui": "0.38.1",
+    "@databricks/sdk-experimental": "0.17.0",
+    "clsx": "2.1.1",
+    "embla-carousel-react": "8.6.0",
+    "lucide-react": "0.546.0",
+    "next-themes": "0.4.6",
+    "react": "19.2.4",
+    "react-dom": "19.2.4",
+    "react-resizable-panels": "3.0.6",
+    "react-router": "7.13.0",
+    "tailwind-merge": "3.3.1",
+    "tw-animate-css": "1.4.0",
+    "tailwindcss-animate": "1.0.7",
+    "zod": "4.3.6"
   },
   "devDependencies": {
-    "@ast-grep/napi": "^0.37.0",
-    "@eslint/compat": "^2.0.0",
-    "@eslint/js": "^9.39.1",
-    "@playwright/test": "^1.57.0",
-    "@tailwindcss/postcss": "^4.1.17",
-    "@tailwindcss/vite": "^4.1.17",
-    "@types/express": "^5.0.5",
-    "@types/node": "^24.6.0",
-    "@types/react": "^19.1.16",
-    "@types/react-dom": "^19.1.9",
-    "@typescript-eslint/eslint-plugin": "^8.48.0",
-    "@typescript-eslint/parser": "^8.48.0",
-    "@vitejs/plugin-react": "^5.0.4",
-    "autoprefixer": "^10.4.21",
-    "eslint": "^9.39.1",
-    "eslint-config-prettier": "^10.1.8",
-    "eslint-plugin-react": "^7.37.5",
-    "eslint-plugin-react-hooks": "^7.0.1",
-    "eslint-plugin-react-refresh": "^0.4.24",
-    "prettier": "^3.6.2",
-    "sharp": "^0.34.5",
-    "tailwindcss": "^4.0.14",
-    "tsdown": "^0.20.3",
-    "tsx": "^4.20.6",
-    "typescript": "~5.9.3",
-    "typescript-eslint": "^8.48.0",
+    "@ast-grep/napi": "0.37.0",
+    "@eslint/compat": "2.0.0",
+    "@eslint/js": "9.39.1",
+    "@playwright/test": "1.57.0",
+    "@tailwindcss/postcss": "4.1.17",
+    "@tailwindcss/vite": "4.1.17",
+    "@types/express": "5.0.5",
+    "@types/node": "24.6.0",
+    "@types/react": "19.2.2",
+    "@types/react-dom": "19.2.2",
+    "@typescript-eslint/eslint-plugin": "8.48.0",
+    "@typescript-eslint/parser": "8.48.0",
+    "@vitejs/plugin-react": "5.0.4",
+    "autoprefixer": "10.4.21",
+    "eslint": "9.39.1",
+    "eslint-config-prettier": "10.1.8",
+    "eslint-plugin-react": "7.37.5",
+    "eslint-plugin-react-hooks": "7.0.1",
+    "eslint-plugin-react-refresh": "0.4.24",
+    "prettier": "3.6.2",
+    "sharp": "0.34.5",
+    "tailwindcss": "4.0.14",
+    "tsdown": "0.20.3",
+    "tsx": "4.20.6",
+    "typescript": "5.9.3",
+    "typescript-eslint": "8.48.0",
     "vite": "npm:rolldown-vite@7.1.14",
-    "vitest": "^4.0.14"
+    "vitest": "4.0.14"
   },
   "overrides": {
     "vite": "npm:rolldown-vite@7.1.14"
diff --git a/appkit-genie/server/server.ts b/appkit-genie/server/server.ts
index 4f0c5bb1..9c3403d6 100644
--- a/appkit-genie/server/server.ts
+++ b/appkit-genie/server/server.ts
@@ -5,5 +5,4 @@ createApp({
     genie(),
     server(),
   ],
-})
-  .catch(console.error);
+}).catch(console.error);
diff --git a/appkit-genie/tsconfig.client.json b/appkit-genie/tsconfig.client.json
index 8732ba46..a183fcac 100644
--- a/appkit-genie/tsconfig.client.json
+++ b/appkit-genie/tsconfig.client.json
@@ -24,5 +24,5 @@
       "@/*": ["./src/*"]
     }
   },
-  "include": ["client/src"]
+  "include": ["client/src", "shared/appkit-types"]
 }
diff --git a/appkit-genie/tsconfig.server.json b/appkit-genie/tsconfig.server.json
index 8cdada22..8e6ff1e5 100644
--- a/appkit-genie/tsconfig.server.json
+++ b/appkit-genie/tsconfig.server.json
@@ -4,13 +4,8 @@
     "tsBuildInfoFile": "./node_modules/.tmp/tsconfig.server.tsbuildinfo",
     "target": "ES2020",
     "lib": ["ES2020"],
-
-    /* Emit */
-    "outDir": "./dist",
-    "rootDir": "./",
-    "declaration": true,
-    "declarationMap": true,
-    "sourceMap": true
+    "noEmit": true,
+    "rootDir": "./"
   },
   "include": ["server/**/*", "shared/**/*", "config/**/*"],
   "exclude": ["node_modules", "dist", "client"]
diff --git a/appkit-lakebase/.gitignore b/appkit-lakebase/.gitignore
index f2abc326..23adbc24 100644
--- a/appkit-lakebase/.gitignore
+++ b/appkit-lakebase/.gitignore
@@ -8,3 +8,6 @@ build/
 .smoke-test/
 test-results/
 playwright-report/
+
+# Auto-generated types (endpoint-specific, varies per developer)
+shared/appkit-types/serving.d.ts
diff --git a/appkit-lakebase/CLAUDE.md b/appkit-lakebase/CLAUDE.md
index 868a9ddb..d26d57d9 100644
--- a/appkit-lakebase/CLAUDE.md
+++ b/appkit-lakebase/CLAUDE.md
@@ -13,6 +13,6 @@ This project uses Databricks AppKit packages. For AI assistant guidance on using
 For enhanced AI assistance with Databricks CLI operations, authentication, data exploration, and app development, install the Databricks skills:
 
 ```bash
-databricks experimental aitools skills install
+databricks aitools install
 ```
 <!-- appkit-instructions-end -->
diff --git a/appkit-lakebase/README.md b/appkit-lakebase/README.md
index 70c8a8b5..0b124353 100644
--- a/appkit-lakebase/README.md
+++ b/appkit-lakebase/README.md
@@ -1,6 +1,6 @@
 # appkit-lakebase
 
-A Databricks App powered by [AppKit](https://databricks.github.io/appkit/), featuring React, TypeScript, and Tailwind CSS.
+A Databricks App powered by [AppKit](https://www.databricks.com/devhub/docs/appkit/v0/), featuring React, TypeScript, and Tailwind CSS.
 
 **Enabled plugins:**
 - **Lakebase** -- Fully managed Postgres database for transactional (OLTP) workloads on Databricks
@@ -32,7 +32,7 @@ DATABRICKS_APP_PORT=8000
 
 #### Lakebase Configuration
 
-The Lakebase plugin requires additional environment variables for PostgreSQL connectivity. To learn how to configure the Lakebase plugin, see the [Lakebase plugin documentation](https://databricks.github.io/appkit/docs/plugins/lakebase).
+The Lakebase plugin requires additional environment variables for PostgreSQL connectivity. To learn how to configure the Lakebase plugin, see the [Lakebase plugin documentation](https://www.databricks.com/devhub/docs/appkit/v0/plugins/lakebase).
 
 ### CLI Authentication
 
diff --git a/appkit-lakebase/appkit.plugins.json b/appkit-lakebase/appkit.plugins.json
index eeb11d2d..5640dec3 100644
--- a/appkit-lakebase/appkit.plugins.json
+++ b/appkit-lakebase/appkit.plugins.json
@@ -1,7 +1,33 @@
 {
   "$schema": "https://databricks.github.io/appkit/schemas/template-plugins.schema.json",
-  "version": "1.0",
+  "version": "2.0",
   "plugins": {
+    "agents": {
+      "name": "agents",
+      "displayName": "Agents Plugin",
+      "description": "AI agents driven by markdown configs or code, with auto-tool-discovery from registered plugins",
+      "package": "@databricks/appkit",
+      "resources": {
+        "required": [],
+        "optional": [
+          {
+            "type": "serving_endpoint",
+            "alias": "Default LLM for agents",
+            "resourceKey": "agents-serving-endpoint",
+            "description": "Default streaming-capable LLM endpoint for agents that don't pin their own model",
+            "permission": "CAN_QUERY",
+            "fields": {
+              "name": {
+                "env": "DATABRICKS_SERVING_ENDPOINT_NAME",
+                "description": "Default LLM serving endpoint name",
+                "origin": "user"
+              }
+            }
+          }
+        ]
+      },
+      "stability": "beta"
+    },
     "analytics": {
       "name": "analytics",
       "displayName": "Analytics Plugin",
@@ -18,12 +44,27 @@
             "fields": {
               "id": {
                 "env": "DATABRICKS_WAREHOUSE_ID",
-                "description": "SQL Warehouse ID"
+                "description": "SQL Warehouse ID",
+                "discovery": {
+                  "type": "kind",
+                  "resourceKind": "warehouse"
+                },
+                "origin": "user"
               }
             }
           }
         ],
         "optional": []
+      },
+      "scaffolding": {
+        "rules": {
+          "must": [
+            "Before init, ensure the SQL Warehouse passed via --set analytics.sql-warehouse.id is running"
+          ],
+          "should": [
+            "After init, ensure config/queries/ has at least one .sql file before running npm run typegen"
+          ]
+        }
       }
     },
     "files": {
@@ -42,12 +83,25 @@
             "fields": {
               "path": {
                 "env": "DATABRICKS_VOLUME_FILES",
-                "description": "Volume path for file storage (e.g. /Volumes/catalog/schema/volume_name)"
+                "description": "Volume path for file storage (e.g. /Volumes/catalog/schema/volume_name)",
+                "discovery": {
+                  "type": "kind",
+                  "resourceKind": "volume",
+                  "select": "full_name"
+                },
+                "origin": "user"
               }
             }
           }
         ],
         "optional": []
+      },
+      "scaffolding": {
+        "rules": {
+          "must": [
+            "Before init, verify your Unity Catalog volume exists and you have WRITE_VOLUME permission"
+          ]
+        }
       }
     },
     "genie": {
@@ -66,7 +120,48 @@
             "fields": {
               "id": {
                 "env": "DATABRICKS_GENIE_SPACE_ID",
-                "description": "Default Genie Space ID"
+                "description": "Default Genie Space ID",
+                "discovery": {
+                  "type": "kind",
+                  "resourceKind": "genie_space"
+                },
+                "origin": "user"
+              },
+              "name": {
+                "description": "Genie Space display name",
+                "origin": "user"
+              }
+            }
+          }
+        ],
+        "optional": []
+      },
+      "scaffolding": {
+        "rules": {
+          "must": [
+            "After init, configure the 'spaces' map in plugin config with alias-to-Space-ID mappings"
+          ]
+        }
+      }
+    },
+    "jobs": {
+      "name": "jobs",
+      "displayName": "Jobs Plugin",
+      "description": "Manage Databricks Lakeflow Jobs.",
+      "package": "@databricks/appkit",
+      "resources": {
+        "required": [
+          {
+            "type": "job",
+            "alias": "Job",
+            "resourceKey": "job",
+            "description": "A Databricks job to trigger and monitor",
+            "permission": "CAN_MANAGE_RUN",
+            "fields": {
+              "id": {
+                "env": "DATABRICKS_JOB_ID",
+                "description": "Numeric Databricks job ID. Find it in the Jobs UI or via `databricks jobs list`.",
+                "origin": "user"
               }
             }
           }
@@ -88,56 +183,95 @@
             "description": "Lakebase Postgres database for persistent storage",
             "permission": "CAN_CONNECT_AND_CREATE",
             "fields": {
+              "project": {
+                "description": "Full Lakebase Postgres project resource name. Obtain by running `databricks postgres list-projects`, select the desired item from the output array and use its .name value.",
+                "examples": [
+                  "projects/{project-id}"
+                ],
+                "discovery": {
+                  "type": "kind",
+                  "resourceKind": "postgres_project",
+                  "select": "name"
+                },
+                "origin": "user"
+              },
               "branch": {
-                "description": "Full Lakebase Postgres branch resource name. Obtain by running `databricks postgres list-branches projects/{project-id}`, select the desired item from the output array and use its .name value.",
+                "description": "Full Lakebase Postgres branch resource name. Obtain by running `databricks postgres list-branches {project-name}`, select the desired item from the output array and use its .name value. Requires the project resource name.",
                 "examples": [
                   "projects/{project-id}/branches/{branch-id}"
-                ]
+                ],
+                "discovery": {
+                  "type": "kind",
+                  "resourceKind": "postgres_branch",
+                  "select": "name",
+                  "dependsOn": "project"
+                },
+                "origin": "user"
               },
               "database": {
                 "description": "Full Lakebase Postgres database resource name. Obtain by running `databricks postgres list-databases {branch-name}`, select the desired item from the output array and use its .name value. Requires the branch resource name.",
                 "examples": [
                   "projects/{project-id}/branches/{branch-id}/databases/{database-id}"
-                ]
+                ],
+                "discovery": {
+                  "type": "kind",
+                  "resourceKind": "postgres_database",
+                  "select": "name",
+                  "dependsOn": "branch"
+                },
+                "origin": "user"
               },
               "host": {
                 "env": "PGHOST",
+                "description": "Postgres host for local development. Auto-injected by the platform at deploy time.",
                 "localOnly": true,
                 "resolve": "postgres:host",
-                "description": "Postgres host for local development. Auto-injected by the platform at deploy time."
+                "origin": "platform"
               },
               "databaseName": {
                 "env": "PGDATABASE",
+                "description": "Postgres database name for local development. Auto-injected by the platform at deploy time.",
                 "localOnly": true,
                 "resolve": "postgres:databaseName",
-                "description": "Postgres database name for local development. Auto-injected by the platform at deploy time."
+                "origin": "platform"
               },
               "endpointPath": {
                 "env": "LAKEBASE_ENDPOINT",
-                "bundleIgnore": true,
-                "resolve": "postgres:endpointPath",
                 "description": "Lakebase endpoint resource name. Auto-injected at runtime via app.yaml valueFrom: postgres. For local development, obtain by running `databricks postgres list-endpoints {branch-name}`, select the desired item from the output array and use its .name value.",
+                "bundleIgnore": true,
                 "examples": [
                   "projects/{project-id}/branches/{branch-id}/endpoints/{endpoint-id}"
-                ]
+                ],
+                "resolve": "postgres:endpointPath",
+                "origin": "cli"
               },
               "port": {
                 "env": "PGPORT",
+                "description": "Postgres port. Auto-injected by the platform at deploy time.",
                 "localOnly": true,
                 "value": "5432",
-                "description": "Postgres port. Auto-injected by the platform at deploy time."
+                "origin": "platform"
               },
               "sslmode": {
                 "env": "PGSSLMODE",
+                "description": "Postgres SSL mode. Auto-injected by the platform at deploy time.",
                 "localOnly": true,
                 "value": "require",
-                "description": "Postgres SSL mode. Auto-injected by the platform at deploy time."
+                "origin": "platform"
               }
             }
           }
         ],
         "optional": []
       },
+      "scaffolding": {
+        "rules": {
+          "should": [
+            "After init, run any database migrations for your chosen ORM before first request",
+            "After init, verify Lakebase connectivity with 'psql $PGHOST -c \"select 1\"'"
+          ]
+        }
+      },
       "requiredByTemplate": true
     },
     "server": {
@@ -150,6 +284,90 @@
         "optional": []
       },
       "requiredByTemplate": true
+    },
+    "serving": {
+      "name": "serving",
+      "displayName": "Model Serving Plugin",
+      "description": "Authenticated proxy to Databricks Model Serving endpoints",
+      "package": "@databricks/appkit",
+      "resources": {
+        "required": [
+          {
+            "type": "serving_endpoint",
+            "alias": "Serving Endpoint",
+            "resourceKey": "serving-endpoint",
+            "description": "Model Serving endpoint for inference",
+            "permission": "CAN_QUERY",
+            "fields": {
+              "name": {
+                "env": "DATABRICKS_SERVING_ENDPOINT_NAME",
+                "description": "Serving endpoint name",
+                "origin": "user"
+              }
+            }
+          }
+        ],
+        "optional": []
+      }
+    }
+  },
+  "scaffolding": {
+    "command": "databricks apps init",
+    "flags": {
+      "--name": {
+        "description": "Project name — sets {{.projectName}} in package.json, databricks.yml, and .env. Required for non-interactive scaffolding.",
+        "required": true,
+        "pattern": "^[a-z][a-z0-9-]*$"
+      },
+      "--template": {
+        "description": "Template path (local directory or GitHub URL)",
+        "required": false
+      },
+      "--version": {
+        "description": "AppKit version to use; defaults to auto-detected",
+        "required": false
+      },
+      "--features": {
+        "description": "Plugins to enable (comma-separated, no spaces; must match keys in this manifest's plugins map)",
+        "required": false,
+        "pattern": "^[a-zA-Z0-9_-]+(,[a-zA-Z0-9_-]+)*$"
+      },
+      "--set": {
+        "description": "Set resource values (format: plugin.resourceKey.field=value, repeatable)",
+        "required": false
+      },
+      "--output-dir": {
+        "description": "Directory to write the project to",
+        "required": false
+      },
+      "--description": {
+        "description": "App description",
+        "required": false
+      },
+      "--run": {
+        "description": "Run the app after creation (none, dev, dev-remote)",
+        "required": false
+      },
+      "--auto-approve": {
+        "description": "Pass as a bare flag (no value) to skip prompts for optional resources. Not recommended for agent-driven init — conflicts with the 'ask user when in doubt' rule.",
+        "required": false
+      },
+      "--profile": {
+        "description": "Databricks CLI profile to use for authentication (global flag)",
+        "required": false
+      }
+    },
+    "rules": {
+      "must": [
+        "Keep all secrets and credentials only in app.yaml, databricks.yml, and/or .env"
+      ],
+      "should": [
+        "ask user when in doubt of resource to use for plugin"
+      ],
+      "never": [
+        "guess resources when multiple or no options are available",
+        "embed secrets in files that will go to the client-bundle"
+      ]
     }
   }
 }
diff --git a/appkit-lakebase/client/src/App.tsx b/appkit-lakebase/client/src/App.tsx
index eb9be86d..cb325329 100644
--- a/appkit-lakebase/client/src/App.tsx
+++ b/appkit-lakebase/client/src/App.tsx
@@ -1,10 +1,18 @@
 import { createBrowserRouter, RouterProvider, NavLink, Outlet } from 'react-router';
+import { useState, useEffect } from 'react';
 import {
+  Button,
   Card,
   CardContent,
   CardHeader,
   CardTitle,
+  Sheet,
+  SheetContent,
+  SheetHeader,
+  SheetTitle,
+  useIsMobile,
 } from '@databricks/appkit-ui/react';
+import { Menu } from 'lucide-react';
 import { LakebasePage } from './pages/lakebase/LakebasePage';
 
 const navLinkClass = ({ isActive }: { isActive: boolean }) =>
@@ -14,22 +22,61 @@ const navLinkClass = ({ isActive }: { isActive: boolean }) =>
       : 'text-muted-foreground hover:bg-muted hover:text-foreground'
   }`;
 
+const mobileNavLinkClass = ({ isActive }: { isActive: boolean }) =>
+  `block px-3 py-2 rounded-md text-sm font-medium transition-colors ${
+    isActive
+      ? 'bg-primary text-primary-foreground'
+      : 'text-muted-foreground hover:bg-muted hover:text-foreground'
+  }`;
+
+type NavLinkClassFn = (props: { isActive: boolean }) => string;
+
+function NavLinks({ className, linkClass, onClick }: { className?: string; linkClass: NavLinkClassFn; onClick?: () => void }) {
+  return (
+    <nav className={className}>
+      <NavLink to="/" end className={linkClass} onClick={onClick}>
+        Home
+      </NavLink>
+      <NavLink to="/lakebase" className={linkClass} onClick={onClick}>
+        Lakebase
+      </NavLink>
+    </nav>
+  );
+}
+
 function Layout() {
+  const isMobile = useIsMobile();
+  const [mobileNavOpen, setMobileNavOpen] = useState(false);
+
+  // Close mobile nav when viewport crosses to desktop
+  useEffect(() => {
+    if (!isMobile) setMobileNavOpen(false);
+  }, [isMobile]);
+
   return (
     <div className="min-h-screen bg-background flex flex-col">
-      <header className="border-b px-6 py-3 flex items-center gap-4">
+      <header className="border-b px-4 md:px-6 py-3 flex items-center gap-4">
         <h1 className="text-lg font-semibold text-foreground">appkit-lakebase</h1>
-        <nav className="flex gap-1">
-          <NavLink to="/" end className={navLinkClass}>
-            Home
-          </NavLink>
-          <NavLink to="/lakebase" className={navLinkClass}>
-            Lakebase
-          </NavLink>
-        </nav>
+        {/* Desktop nav — hidden below md breakpoint */}
+        <NavLinks className="hidden md:flex gap-1" linkClass={navLinkClass} />
+        {/* Mobile nav — visible below md breakpoint */}
+        <div className="ml-auto md:hidden">
+          <Sheet open={mobileNavOpen} onOpenChange={setMobileNavOpen}>
+            <Button variant="ghost" size="icon" onClick={() => setMobileNavOpen(true)}>
+              <Menu className="h-5 w-5" />
+              <span className="sr-only">Open navigation</span>
+            </Button>
+            <SheetContent side="left">
+              <SheetHeader>
+                <SheetTitle>Navigation</SheetTitle>
+              </SheetHeader>
+              <NavLinks className="flex flex-col gap-1" linkClass={mobileNavLinkClass} onClick={() => setMobileNavOpen(false)} />
+            </SheetContent>
+          </Sheet>
+        </div>
       </header>
 
-      <main className="flex-1 p-6">
+      <main className="flex-1 p-4 md:p-6">
         <Outlet />
       </main>
     </div>
@@ -81,7 +128,7 @@ function HomePage() {
             </li>
             <li>
               <a
-                href="https://databricks.github.io/appkit/"
+                href="https://www.databricks.com/devhub/docs/appkit/v0/"
                 target="_blank"
                 rel="noopener noreferrer"
                 className="text-primary underline underline-offset-4 hover:text-primary/80"
diff --git a/appkit-lakebase/client/vite.config.ts b/appkit-lakebase/client/vite.config.ts
index b49d4055..a4f8dfc2 100644
--- a/appkit-lakebase/client/vite.config.ts
+++ b/appkit-lakebase/client/vite.config.ts
@@ -13,6 +13,7 @@ export default defineConfig({
   build: {
     outDir: path.resolve(__dirname, './dist'),
     emptyOutDir: true,
+    sourcemap: process.env.NODE_ENV === 'development',
   },
   optimizeDeps: {
     include: ['react', 'react-dom', 'react/jsx-dev-runtime', 'react/jsx-runtime', 'recharts'],
diff --git a/appkit-lakebase/databricks.yml b/appkit-lakebase/databricks.yml
index 67620f82..282714b2 100644
--- a/appkit-lakebase/databricks.yml
+++ b/appkit-lakebase/databricks.yml
@@ -3,9 +3,11 @@ bundle:
 
 variables:
   postgres_branch:
-    description: Full Lakebase Postgres branch resource name. Obtain by running `databricks postgres list-branches projects/{project-id}`, select the desired item from the output array and use its .name value.
+    description: Full Lakebase Postgres branch resource name. Obtain by running `databricks postgres list-branches {project-name}`, select the desired item from the output array and use its .name value. Requires the project resource name.
   postgres_database:
     description: Full Lakebase Postgres database resource name. Obtain by running `databricks postgres list-databases {branch-name}`, select the desired item from the output array and use its .name value. Requires the branch resource name.
+  postgres_project:
+    description: Full Lakebase Postgres project resource name. Obtain by running `databricks postgres list-projects`, select the desired item from the output array and use its .name value.
 
 resources:
   apps:
@@ -13,7 +15,7 @@ resources:
       name: "appkit-lakebase"
       description: "Node.js app with Lakebase Autoscaling (Postgres) CRUD operations"
       source_code_path: ./
-      # Uncomment to enable on behalf of user API scopes. Available scopes: sql, dashboards.genie, files.files
+      # Uncomment to enable on behalf of user API scopes. Available scopes: sql, dashboards.genie, files.files, serving.serving-endpoints
       # user_api_scopes:
       #   - sql
 
@@ -34,3 +36,4 @@ targets:
     variables:
       postgres_branch: placeholder
       postgres_database: placeholder
+      postgres_project: placeholder
diff --git a/appkit-lakebase/databricks.yml.tmpl b/appkit-lakebase/databricks.yml.tmpl
new file mode 100644
index 00000000..77997d31
--- /dev/null
+++ b/appkit-lakebase/databricks.yml.tmpl
@@ -0,0 +1,48 @@
+bundle:
+  name: {{.projectName}}
+{{- if .bundle.variables}}
+
+variables:
+{{.bundle.variables}}
+{{- end}}
+
+resources:
+  apps:
+    app:
+      name: "{{.projectName}}"
+      description: "{{.appDescription}}"
+      source_code_path: ./
+
+{{- if or .plugins.genie .plugins.files .plugins.serving}}
+      user_api_scopes:
+{{- if .plugins.genie}}
+        - dashboards.genie
+{{- end}}
+{{- if .plugins.files}}
+        - files.files
+{{- end}}
+{{- if .plugins.serving}}
+        - serving.serving-endpoints
+{{- end}}
+{{- else}}
+      # Uncomment to enable on behalf of user API scopes. Available scopes: sql, dashboards.genie, files.files, serving.serving-endpoints
+      # user_api_scopes:
+      #   - sql
+{{- end}}
+{{- if .bundle.resources}}
+
+      # The resources which this app has access to.
+      resources:
+{{.bundle.resources}}
+{{- end}}
+
+targets:
+  default:
+    default: true
+    workspace:
+      host: {{.workspaceHost}}
+{{- if .bundle.targetVariables}}
+
+    variables:
+{{.bundle.targetVariables}}
+{{- end}}
diff --git a/appkit-lakebase/package-lock.json b/appkit-lakebase/package-lock.json
index 40256090..1f5bf6be 100644
--- a/appkit-lakebase/package-lock.json
+++ b/appkit-lakebase/package-lock.json
@@ -10,51 +10,51 @@
       "hasInstallScript": true,
       "license": "Unlicensed",
       "dependencies": {
-        "@databricks/appkit": "0.21.0",
-        "@databricks/appkit-ui": "0.21.0",
-        "@databricks/sdk-experimental": "^0.14.2",
-        "clsx": "^2.1.1",
-        "embla-carousel-react": "^8.6.0",
-        "lucide-react": "^0.546.0",
-        "next-themes": "^0.4.6",
-        "react": "^19.1.1",
-        "react-dom": "^19.1.1",
-        "react-resizable-panels": "^3.0.6",
-        "react-router": "^7.13.0",
-        "tailwind-merge": "^3.3.1",
-        "tailwindcss-animate": "^1.0.7",
-        "tw-animate-css": "^1.4.0",
-        "zod": "^4.1.13"
+        "@databricks/appkit": "0.38.1",
+        "@databricks/appkit-ui": "0.38.1",
+        "@databricks/sdk-experimental": "0.17.0",
+        "clsx": "2.1.1",
+        "embla-carousel-react": "8.6.0",
+        "lucide-react": "0.546.0",
+        "next-themes": "0.4.6",
+        "react": "19.2.4",
+        "react-dom": "19.2.4",
+        "react-resizable-panels": "3.0.6",
+        "react-router": "7.13.0",
+        "tailwind-merge": "3.3.1",
+        "tailwindcss-animate": "1.0.7",
+        "tw-animate-css": "1.4.0",
+        "zod": "4.3.6"
       },
       "devDependencies": {
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-        "@vitest/expect": "4.0.18",
-        "@vitest/mocker": "4.0.18",
-        "@vitest/pretty-format": "4.0.18",
-        "@vitest/runner": "4.0.18",
-        "@vitest/snapshot": "4.0.18",
-        "@vitest/spy": "4.0.18",
-        "@vitest/utils": "4.0.18",
+        "@vitest/expect": "4.0.14",
+        "@vitest/mocker": "4.0.14",
+        "@vitest/pretty-format": "4.0.14",
+        "@vitest/runner": "4.0.14",
+        "@vitest/snapshot": "4.0.14",
+        "@vitest/spy": "4.0.14",
+        "@vitest/utils": "4.0.14",
         "es-module-lexer": "^1.7.0",
         "expect-type": "^1.2.2",
         "magic-string": "^0.30.21",
@@ -14794,7 +14839,7 @@
         "picomatch": "^4.0.3",
         "std-env": "^3.10.0",
         "tinybench": "^2.9.0",
-        "tinyexec": "^1.0.2",
+        "tinyexec": "^0.3.2",
         "tinyglobby": "^0.2.15",
         "tinyrainbow": "^3.0.3",
         "vite": "^6.0.0 || ^7.0.0",
@@ -14813,10 +14858,10 @@
         "@edge-runtime/vm": "*",
         "@opentelemetry/api": "^1.9.0",
         "@types/node": "^20.0.0 || ^22.0.0 || >=24.0.0",
-        "@vitest/browser-playwright": "4.0.18",
-        "@vitest/browser-preview": "4.0.18",
-        "@vitest/browser-webdriverio": "4.0.18",
-        "@vitest/ui": "4.0.18",
+        "@vitest/browser-playwright": "4.0.14",
+        "@vitest/browser-preview": "4.0.14",
+        "@vitest/browser-webdriverio": "4.0.14",
+        "@vitest/ui": "4.0.14",
         "happy-dom": "*",
         "jsdom": "*"
       },
@@ -14850,6 +14895,13 @@
         }
       }
     },
+    "node_modules/vitest/node_modules/tinyexec": {
+      "version": "0.3.2",
+      "resolved": "https://registry.npmjs.org/tinyexec/-/tinyexec-0.3.2.tgz",
+      "integrity": "sha512-KQQR9yN7R5+OSwaK0XQoj22pwHoTlgYqmUscPYoknOoWCWfj/5/ABTMRi69FrKU5ffPVh5QcFikpWJI/P1ocHA==",
+      "dev": true,
+      "license": "MIT"
+    },
     "node_modules/web-streams-polyfill": {
       "version": "3.3.3",
       "resolved": "https://registry.npmjs.org/web-streams-polyfill/-/web-streams-polyfill-3.3.3.tgz",
@@ -15051,9 +15103,9 @@
       }
     },
     "node_modules/ws": {
-      "version": "8.19.0",
-      "resolved": "https://registry.npmjs.org/ws/-/ws-8.19.0.tgz",
-      "integrity": "sha512-blAT2mjOEIi0ZzruJfIhb3nps74PRWTCz1IjglWEEpQl5XS/UNama6u2/rjFkDDouqr4L67ry+1aGIALViWjDg==",
+      "version": "8.18.3",
+      "resolved": "https://registry.npmjs.org/ws/-/ws-8.18.3.tgz",
+      "integrity": "sha512-PEIGCY5tSlUt50cqyMXfCzX+oOPqN0vuGqWzbcJ2xvnkzkq46oOpz7dQaTDBdfICb4N14+GARUDw2XV2N4tvzg==",
       "license": "MIT",
       "engines": {
         "node": ">=10.0.0"
diff --git a/appkit-lakebase/package.json b/appkit-lakebase/package.json
index fa01ce98..7bb702a4 100644
--- a/appkit-lakebase/package.json
+++ b/appkit-lakebase/package.json
@@ -7,9 +7,9 @@
     "start": "NODE_ENV=production node --env-file-if-exists=./.env ./dist/server.js",
     "dev": "NODE_ENV=development tsx watch --tsconfig ./tsconfig.server.json --env-file-if-exists=./.env ./server/server.ts",
     "build:client": "tsc -b tsconfig.client.json && vite build --config client/vite.config.ts",
-    "build:server": "tsdown -c tsdown.server.config.ts",
+    "build:server": "tsc -b tsconfig.server.json && tsdown -c tsdown.server.config.ts",
     "build": "npm run build:server && npm run build:client",
-    "typecheck": "tsc -p ./tsconfig.server.json --noEmit && tsc -p ./tsconfig.client.json --noEmit",
+    "typecheck": "tsc -b tsconfig.server.json && tsc -b tsconfig.client.json",
     "lint": "eslint .",
     "lint:fix": "eslint . --fix",
     "lint:ast-grep": "appkit lint",
@@ -32,51 +32,51 @@
   "license": "Unlicensed",
   "description": "Node.js app with Lakebase Autoscaling (Postgres) CRUD operations",
   "dependencies": {
-    "@databricks/appkit": "0.21.0",
-    "@databricks/appkit-ui": "0.21.0",
-    "@databricks/sdk-experimental": "^0.14.2",
-    "clsx": "^2.1.1",
-    "embla-carousel-react": "^8.6.0",
-    "lucide-react": "^0.546.0",
-    "next-themes": "^0.4.6",
-    "react": "^19.1.1",
-    "react-dom": "^19.1.1",
-    "react-resizable-panels": "^3.0.6",
-    "react-router": "^7.13.0",
-    "tailwind-merge": "^3.3.1",
-    "tw-animate-css": "^1.4.0",
-    "tailwindcss-animate": "^1.0.7",
-    "zod": "^4.1.13"
+    "@databricks/appkit": "0.38.1",
+    "@databricks/appkit-ui": "0.38.1",
+    "@databricks/sdk-experimental": "0.17.0",
+    "clsx": "2.1.1",
+    "embla-carousel-react": "8.6.0",
+    "lucide-react": "0.546.0",
+    "next-themes": "0.4.6",
+    "react": "19.2.4",
+    "react-dom": "19.2.4",
+    "react-resizable-panels": "3.0.6",
+    "react-router": "7.13.0",
+    "tailwind-merge": "3.3.1",
+    "tw-animate-css": "1.4.0",
+    "tailwindcss-animate": "1.0.7",
+    "zod": "4.3.6"
   },
   "devDependencies": {
-    "@ast-grep/napi": "^0.37.0",
-    "@eslint/compat": "^2.0.0",
-    "@eslint/js": "^9.39.1",
-    "@playwright/test": "^1.57.0",
-    "@tailwindcss/postcss": "^4.1.17",
-    "@tailwindcss/vite": "^4.1.17",
-    "@types/express": "^5.0.5",
-    "@types/node": "^24.6.0",
-    "@types/react": "^19.1.16",
-    "@types/react-dom": "^19.1.9",
-    "@typescript-eslint/eslint-plugin": "^8.48.0",
-    "@typescript-eslint/parser": "^8.48.0",
-    "@vitejs/plugin-react": "^5.0.4",
-    "autoprefixer": "^10.4.21",
-    "eslint": "^9.39.1",
-    "eslint-config-prettier": "^10.1.8",
-    "eslint-plugin-react": "^7.37.5",
-    "eslint-plugin-react-hooks": "^7.0.1",
-    "eslint-plugin-react-refresh": "^0.4.24",
-    "prettier": "^3.6.2",
-    "sharp": "^0.34.5",
-    "tailwindcss": "^4.0.14",
-    "tsdown": "^0.20.3",
-    "tsx": "^4.20.6",
-    "typescript": "~5.9.3",
-    "typescript-eslint": "^8.48.0",
+    "@ast-grep/napi": "0.37.0",
+    "@eslint/compat": "2.0.0",
+    "@eslint/js": "9.39.1",
+    "@playwright/test": "1.57.0",
+    "@tailwindcss/postcss": "4.1.17",
+    "@tailwindcss/vite": "4.1.17",
+    "@types/express": "5.0.5",
+    "@types/node": "24.6.0",
+    "@types/react": "19.2.2",
+    "@types/react-dom": "19.2.2",
+    "@typescript-eslint/eslint-plugin": "8.48.0",
+    "@typescript-eslint/parser": "8.48.0",
+    "@vitejs/plugin-react": "5.0.4",
+    "autoprefixer": "10.4.21",
+    "eslint": "9.39.1",
+    "eslint-config-prettier": "10.1.8",
+    "eslint-plugin-react": "7.37.5",
+    "eslint-plugin-react-hooks": "7.0.1",
+    "eslint-plugin-react-refresh": "0.4.24",
+    "prettier": "3.6.2",
+    "sharp": "0.34.5",
+    "tailwindcss": "4.0.14",
+    "tsdown": "0.20.3",
+    "tsx": "4.20.6",
+    "typescript": "5.9.3",
+    "typescript-eslint": "8.48.0",
     "vite": "npm:rolldown-vite@7.1.14",
-    "vitest": "^4.0.14"
+    "vitest": "4.0.14"
   },
   "overrides": {
     "vite": "npm:rolldown-vite@7.1.14"
diff --git a/appkit-lakebase/server/routes/lakebase/todo-routes.ts b/appkit-lakebase/server/routes/lakebase/todo-routes.ts
index 5afa93ae..dae9400b 100644
--- a/appkit-lakebase/server/routes/lakebase/todo-routes.ts
+++ b/appkit-lakebase/server/routes/lakebase/todo-routes.ts
@@ -1,3 +1,6 @@
+// For per-user connections (OBO) with Row-Level Security, see:
+// https://www.databricks.com/devhub/docs/appkit/v0/plugins/lakebase#on-behalf-of-obo--per-user-connections
+
 import { z } from 'zod';
 import { Application } from 'express';
 
@@ -41,7 +44,7 @@ export async function setupSampleLakebaseRoutes(appkit: AppKitWithLakebase) {
   } catch (err) {
     console.warn('[lakebase] Database setup failed:', (err as Error).message);
     console.warn('[lakebase] Routes will be registered but may return errors');
-    console.warn('[lakebase] See https://databricks.github.io/appkit/docs/plugins/lakebase#database-permissions for troubleshooting');
+    console.warn('[lakebase] See https://www.databricks.com/devhub/docs/appkit/v0/plugins/lakebase#database-permissions for troubleshooting');
   }
 
   appkit.server.extend((app) => {
diff --git a/appkit-lakebase/server/server.ts b/appkit-lakebase/server/server.ts
index d1e71015..3b937404 100644
--- a/appkit-lakebase/server/server.ts
+++ b/appkit-lakebase/server/server.ts
@@ -3,12 +3,10 @@ import { setupSampleLakebaseRoutes } from './routes/lakebase/todo-routes';
 
 createApp({
   plugins: [
-    server({ autoStart: false }),
     lakebase(),
+    server(),
   ],
-})
-  .then(async (appkit) => {
+  async onPluginsReady(appkit) {
     await setupSampleLakebaseRoutes(appkit);
-    await appkit.server.start();
-  })
-  .catch(console.error);
+  },
+}).catch(console.error);
diff --git a/appkit-lakebase/tsconfig.client.json b/appkit-lakebase/tsconfig.client.json
index 8732ba46..a183fcac 100644
--- a/appkit-lakebase/tsconfig.client.json
+++ b/appkit-lakebase/tsconfig.client.json
@@ -24,5 +24,5 @@
       "@/*": ["./src/*"]
     }
   },
-  "include": ["client/src"]
+  "include": ["client/src", "shared/appkit-types"]
 }
diff --git a/appkit-lakebase/tsconfig.server.json b/appkit-lakebase/tsconfig.server.json
index 8cdada22..8e6ff1e5 100644
--- a/appkit-lakebase/tsconfig.server.json
+++ b/appkit-lakebase/tsconfig.server.json
@@ -4,13 +4,8 @@
     "tsBuildInfoFile": "./node_modules/.tmp/tsconfig.server.tsbuildinfo",
     "target": "ES2020",
     "lib": ["ES2020"],
-
-    /* Emit */
-    "outDir": "./dist",
-    "rootDir": "./",
-    "declaration": true,
-    "declarationMap": true,
-    "sourceMap": true
+    "noEmit": true,
+    "rootDir": "./"
   },
   "include": ["server/**/*", "shared/**/*", "config/**/*"],
   "exclude": ["node_modules", "dist", "client"]
diff --git a/appkit-serving/CLAUDE.md b/appkit-serving/CLAUDE.md
index ddc16a8c..d26d57d9 100644
--- a/appkit-serving/CLAUDE.md
+++ b/appkit-serving/CLAUDE.md
@@ -13,6 +13,6 @@ This project uses Databricks AppKit packages. For AI assistant guidance on using
 For enhanced AI assistance with Databricks CLI operations, authentication, data exploration, and app development, install the Databricks skills:
 
 ```bash
-databricks experimental aitools install
+databricks aitools install
 ```
 <!-- appkit-instructions-end -->
diff --git a/appkit-serving/README.md b/appkit-serving/README.md
index e13ca3e0..8dc63ab8 100644
--- a/appkit-serving/README.md
+++ b/appkit-serving/README.md
@@ -1,6 +1,6 @@
 # appkit-serving
 
-A Databricks App powered by [AppKit](https://databricks.github.io/appkit/), featuring React, TypeScript, and Tailwind CSS.
+A Databricks App powered by [AppKit](https://www.databricks.com/devhub/docs/appkit/v0/), featuring React, TypeScript, and Tailwind CSS.
 
 **Enabled plugins:**
 - **Server** -- Express HTTP server with static file serving and Vite dev mode
diff --git a/appkit-serving/appkit.plugins.json b/appkit-serving/appkit.plugins.json
index bfca89f0..6ffbb67d 100644
--- a/appkit-serving/appkit.plugins.json
+++ b/appkit-serving/appkit.plugins.json
@@ -1,7 +1,33 @@
 {
   "$schema": "https://databricks.github.io/appkit/schemas/template-plugins.schema.json",
-  "version": "1.0",
+  "version": "2.0",
   "plugins": {
+    "agents": {
+      "name": "agents",
+      "displayName": "Agents Plugin",
+      "description": "AI agents driven by markdown configs or code, with auto-tool-discovery from registered plugins",
+      "package": "@databricks/appkit",
+      "resources": {
+        "required": [],
+        "optional": [
+          {
+            "type": "serving_endpoint",
+            "alias": "Default LLM for agents",
+            "resourceKey": "agents-serving-endpoint",
+            "description": "Default streaming-capable LLM endpoint for agents that don't pin their own model",
+            "permission": "CAN_QUERY",
+            "fields": {
+              "name": {
+                "env": "DATABRICKS_SERVING_ENDPOINT_NAME",
+                "description": "Default LLM serving endpoint name",
+                "origin": "user"
+              }
+            }
+          }
+        ]
+      },
+      "stability": "beta"
+    },
     "analytics": {
       "name": "analytics",
       "displayName": "Analytics Plugin",
@@ -18,12 +44,27 @@
             "fields": {
               "id": {
                 "env": "DATABRICKS_WAREHOUSE_ID",
-                "description": "SQL Warehouse ID"
+                "description": "SQL Warehouse ID",
+                "discovery": {
+                  "type": "kind",
+                  "resourceKind": "warehouse"
+                },
+                "origin": "user"
               }
             }
           }
         ],
         "optional": []
+      },
+      "scaffolding": {
+        "rules": {
+          "must": [
+            "Before init, ensure the SQL Warehouse passed via --set analytics.sql-warehouse.id is running"
+          ],
+          "should": [
+            "After init, ensure config/queries/ has at least one .sql file before running npm run typegen"
+          ]
+        }
       }
     },
     "files": {
@@ -42,12 +83,25 @@
             "fields": {
               "path": {
                 "env": "DATABRICKS_VOLUME_FILES",
-                "description": "Volume path for file storage (e.g. /Volumes/catalog/schema/volume_name)"
+                "description": "Volume path for file storage (e.g. /Volumes/catalog/schema/volume_name)",
+                "discovery": {
+                  "type": "kind",
+                  "resourceKind": "volume",
+                  "select": "full_name"
+                },
+                "origin": "user"
               }
             }
           }
         ],
         "optional": []
+      },
+      "scaffolding": {
+        "rules": {
+          "must": [
+            "Before init, verify your Unity Catalog volume exists and you have WRITE_VOLUME permission"
+          ]
+        }
       }
     },
     "genie": {
@@ -66,7 +120,48 @@
             "fields": {
               "id": {
                 "env": "DATABRICKS_GENIE_SPACE_ID",
-                "description": "Default Genie Space ID"
+                "description": "Default Genie Space ID",
+                "discovery": {
+                  "type": "kind",
+                  "resourceKind": "genie_space"
+                },
+                "origin": "user"
+              },
+              "name": {
+                "description": "Genie Space display name",
+                "origin": "user"
+              }
+            }
+          }
+        ],
+        "optional": []
+      },
+      "scaffolding": {
+        "rules": {
+          "must": [
+            "After init, configure the 'spaces' map in plugin config with alias-to-Space-ID mappings"
+          ]
+        }
+      }
+    },
+    "jobs": {
+      "name": "jobs",
+      "displayName": "Jobs Plugin",
+      "description": "Manage Databricks Lakeflow Jobs.",
+      "package": "@databricks/appkit",
+      "resources": {
+        "required": [
+          {
+            "type": "job",
+            "alias": "Job",
+            "resourceKey": "job",
+            "description": "A Databricks job to trigger and monitor",
+            "permission": "CAN_MANAGE_RUN",
+            "fields": {
+              "id": {
+                "env": "DATABRICKS_JOB_ID",
+                "description": "Numeric Databricks job ID. Find it in the Jobs UI or via `databricks jobs list`.",
+                "origin": "user"
               }
             }
           }
@@ -88,55 +183,94 @@
             "description": "Lakebase Postgres database for persistent storage",
             "permission": "CAN_CONNECT_AND_CREATE",
             "fields": {
+              "project": {
+                "description": "Full Lakebase Postgres project resource name. Obtain by running `databricks postgres list-projects`, select the desired item from the output array and use its .name value.",
+                "examples": [
+                  "projects/{project-id}"
+                ],
+                "discovery": {
+                  "type": "kind",
+                  "resourceKind": "postgres_project",
+                  "select": "name"
+                },
+                "origin": "user"
+              },
               "branch": {
-                "description": "Full Lakebase Postgres branch resource name. Obtain by running `databricks postgres list-branches projects/{project-id}`, select the desired item from the output array and use its .name value.",
+                "description": "Full Lakebase Postgres branch resource name. Obtain by running `databricks postgres list-branches {project-name}`, select the desired item from the output array and use its .name value. Requires the project resource name.",
                 "examples": [
                   "projects/{project-id}/branches/{branch-id}"
-                ]
+                ],
+                "discovery": {
+                  "type": "kind",
+                  "resourceKind": "postgres_branch",
+                  "select": "name",
+                  "dependsOn": "project"
+                },
+                "origin": "user"
               },
               "database": {
                 "description": "Full Lakebase Postgres database resource name. Obtain by running `databricks postgres list-databases {branch-name}`, select the desired item from the output array and use its .name value. Requires the branch resource name.",
                 "examples": [
                   "projects/{project-id}/branches/{branch-id}/databases/{database-id}"
-                ]
+                ],
+                "discovery": {
+                  "type": "kind",
+                  "resourceKind": "postgres_database",
+                  "select": "name",
+                  "dependsOn": "branch"
+                },
+                "origin": "user"
               },
               "host": {
                 "env": "PGHOST",
+                "description": "Postgres host for local development. Auto-injected by the platform at deploy time.",
                 "localOnly": true,
                 "resolve": "postgres:host",
-                "description": "Postgres host for local development. Auto-injected by the platform at deploy time."
+                "origin": "platform"
               },
               "databaseName": {
                 "env": "PGDATABASE",
+                "description": "Postgres database name for local development. Auto-injected by the platform at deploy time.",
                 "localOnly": true,
                 "resolve": "postgres:databaseName",
-                "description": "Postgres database name for local development. Auto-injected by the platform at deploy time."
+                "origin": "platform"
               },
               "endpointPath": {
                 "env": "LAKEBASE_ENDPOINT",
-                "bundleIgnore": true,
-                "resolve": "postgres:endpointPath",
                 "description": "Lakebase endpoint resource name. Auto-injected at runtime via app.yaml valueFrom: postgres. For local development, obtain by running `databricks postgres list-endpoints {branch-name}`, select the desired item from the output array and use its .name value.",
+                "bundleIgnore": true,
                 "examples": [
                   "projects/{project-id}/branches/{branch-id}/endpoints/{endpoint-id}"
-                ]
+                ],
+                "resolve": "postgres:endpointPath",
+                "origin": "cli"
               },
               "port": {
                 "env": "PGPORT",
+                "description": "Postgres port. Auto-injected by the platform at deploy time.",
                 "localOnly": true,
                 "value": "5432",
-                "description": "Postgres port. Auto-injected by the platform at deploy time."
+                "origin": "platform"
               },
               "sslmode": {
                 "env": "PGSSLMODE",
+                "description": "Postgres SSL mode. Auto-injected by the platform at deploy time.",
                 "localOnly": true,
                 "value": "require",
-                "description": "Postgres SSL mode. Auto-injected by the platform at deploy time."
+                "origin": "platform"
               }
             }
           }
         ],
         "optional": []
+      },
+      "scaffolding": {
+        "rules": {
+          "should": [
+            "After init, run any database migrations for your chosen ORM before first request",
+            "After init, verify Lakebase connectivity with 'psql $PGHOST -c \"select 1\"'"
+          ]
+        }
       }
     },
     "server": {
@@ -166,7 +300,8 @@
             "fields": {
               "name": {
                 "env": "DATABRICKS_SERVING_ENDPOINT_NAME",
-                "description": "Serving endpoint name"
+                "description": "Serving endpoint name",
+                "origin": "user"
               }
             }
           }
@@ -175,5 +310,64 @@
       },
       "requiredByTemplate": true
     }
+  },
+  "scaffolding": {
+    "command": "databricks apps init",
+    "flags": {
+      "--name": {
+        "description": "Project name — sets {{.projectName}} in package.json, databricks.yml, and .env. Required for non-interactive scaffolding.",
+        "required": true,
+        "pattern": "^[a-z][a-z0-9-]*$"
+      },
+      "--template": {
+        "description": "Template path (local directory or GitHub URL)",
+        "required": false
+      },
+      "--version": {
+        "description": "AppKit version to use; defaults to auto-detected",
+        "required": false
+      },
+      "--features": {
+        "description": "Plugins to enable (comma-separated, no spaces; must match keys in this manifest's plugins map)",
+        "required": false,
+        "pattern": "^[a-zA-Z0-9_-]+(,[a-zA-Z0-9_-]+)*$"
+      },
+      "--set": {
+        "description": "Set resource values (format: plugin.resourceKey.field=value, repeatable)",
+        "required": false
+      },
+      "--output-dir": {
+        "description": "Directory to write the project to",
+        "required": false
+      },
+      "--description": {
+        "description": "App description",
+        "required": false
+      },
+      "--run": {
+        "description": "Run the app after creation (none, dev, dev-remote)",
+        "required": false
+      },
+      "--auto-approve": {
+        "description": "Pass as a bare flag (no value) to skip prompts for optional resources. Not recommended for agent-driven init — conflicts with the 'ask user when in doubt' rule.",
+        "required": false
+      },
+      "--profile": {
+        "description": "Databricks CLI profile to use for authentication (global flag)",
+        "required": false
+      }
+    },
+    "rules": {
+      "must": [
+        "Keep all secrets and credentials only in app.yaml, databricks.yml, and/or .env"
+      ],
+      "should": [
+        "ask user when in doubt of resource to use for plugin"
+      ],
+      "never": [
+        "guess resources when multiple or no options are available",
+        "embed secrets in files that will go to the client-bundle"
+      ]
+    }
   }
 }
diff --git a/appkit-serving/client/src/App.tsx b/appkit-serving/client/src/App.tsx
index 4bc0bdc3..3010116f 100644
--- a/appkit-serving/client/src/App.tsx
+++ b/appkit-serving/client/src/App.tsx
@@ -1,10 +1,18 @@
 import { createBrowserRouter, RouterProvider, NavLink, Outlet } from 'react-router';
+import { useState, useEffect } from 'react';
 import {
+  Button,
   Card,
   CardContent,
   CardHeader,
   CardTitle,
+  Sheet,
+  SheetContent,
+  SheetHeader,
+  SheetTitle,
+  useIsMobile,
 } from '@databricks/appkit-ui/react';
+import { Menu } from 'lucide-react';
 import { ServingPage } from './pages/serving/ServingPage';
 
 const navLinkClass = ({ isActive }: { isActive: boolean }) =>
@@ -14,22 +22,61 @@ const navLinkClass = ({ isActive }: { isActive: boolean }) =>
       : 'text-muted-foreground hover:bg-muted hover:text-foreground'
   }`;
 
+const mobileNavLinkClass = ({ isActive }: { isActive: boolean }) =>
+  `block px-3 py-2 rounded-md text-sm font-medium transition-colors ${
+    isActive
+      ? 'bg-primary text-primary-foreground'
+      : 'text-muted-foreground hover:bg-muted hover:text-foreground'
+  }`;
+
+type NavLinkClassFn = (props: { isActive: boolean }) => string;
+
+function NavLinks({ className, linkClass, onClick }: { className?: string; linkClass: NavLinkClassFn; onClick?: () => void }) {
+  return (
+    <nav className={className}>
+      <NavLink to="/" end className={linkClass} onClick={onClick}>
+        Home
+      </NavLink>
+      <NavLink to="/serving" className={linkClass} onClick={onClick}>
+        Serving
+      </NavLink>
+    </nav>
+  );
+}
+
 function Layout() {
+  const isMobile = useIsMobile();
+  const [mobileNavOpen, setMobileNavOpen] = useState(false);
+
+  // Close mobile nav when viewport crosses to desktop
+  useEffect(() => {
+    if (!isMobile) setMobileNavOpen(false);
+  }, [isMobile]);
+
   return (
     <div className="min-h-screen bg-background flex flex-col">
-      <header className="border-b px-6 py-3 flex items-center gap-4">
+      <header className="border-b px-4 md:px-6 py-3 flex items-center gap-4">
         <h1 className="text-lg font-semibold text-foreground">appkit-serving</h1>
-        <nav className="flex gap-1">
-          <NavLink to="/" end className={navLinkClass}>
-            Home
-          </NavLink>
-          <NavLink to="/serving" className={navLinkClass}>
-            Serving
-          </NavLink>
-        </nav>
+        {/* Desktop nav — hidden below md breakpoint */}
+        <NavLinks className="hidden md:flex gap-1" linkClass={navLinkClass} />
+        {/* Mobile nav — visible below md breakpoint */}
+        <div className="ml-auto md:hidden">
+          <Sheet open={mobileNavOpen} onOpenChange={setMobileNavOpen}>
+            <Button variant="ghost" size="icon" onClick={() => setMobileNavOpen(true)}>
+              <Menu className="h-5 w-5" />
+              <span className="sr-only">Open navigation</span>
+            </Button>
+            <SheetContent side="left">
+              <SheetHeader>
+                <SheetTitle>Navigation</SheetTitle>
+              </SheetHeader>
+              <NavLinks className="flex flex-col gap-1" linkClass={mobileNavLinkClass} onClick={() => setMobileNavOpen(false)} />
+            </SheetContent>
+          </Sheet>
+        </div>
       </header>
 
-      <main className="flex-1 p-6">
+      <main className="flex-1 p-4 md:p-6">
         <Outlet />
       </main>
     </div>
@@ -81,7 +128,7 @@ function HomePage() {
             </li>
             <li>
               <a
-                href="https://databricks.github.io/appkit/"
+                href="https://www.databricks.com/devhub/docs/appkit/v0/"
                 target="_blank"
                 rel="noopener noreferrer"
                 className="text-primary underline underline-offset-4 hover:text-primary/80"
diff --git a/appkit-serving/client/src/pages/serving/ServingPage.tsx b/appkit-serving/client/src/pages/serving/ServingPage.tsx
index ecc88380..df7b150f 100644
--- a/appkit-serving/client/src/pages/serving/ServingPage.tsx
+++ b/appkit-serving/client/src/pages/serving/ServingPage.tsx
@@ -68,7 +68,7 @@ export function ServingPage() {
         </p>
       </div>
 
-      <div className="border rounded-lg flex flex-col h-[600px]">
+      <div className="border rounded-lg flex flex-col h-[min(600px,70vh)]">
         <div className="flex-1 overflow-y-auto p-4 space-y-4">
           {messages.map((msg) => (
             <div
diff --git a/appkit-serving/client/vite.config.ts b/appkit-serving/client/vite.config.ts
index 6a2998cd..a4f8dfc2 100644
--- a/appkit-serving/client/vite.config.ts
+++ b/appkit-serving/client/vite.config.ts
@@ -6,16 +6,14 @@ import path from 'node:path';
 // https://vite.dev/config/
 export default defineConfig({
   root: __dirname,
-  plugins: [
-    react(),
-    tailwindcss(),
-  ],
+  plugins: [react(), tailwindcss()],
   server: {
     middlewareMode: true,
   },
   build: {
     outDir: path.resolve(__dirname, './dist'),
     emptyOutDir: true,
+    sourcemap: process.env.NODE_ENV === 'development',
   },
   optimizeDeps: {
     include: ['react', 'react-dom', 'react/jsx-dev-runtime', 'react/jsx-runtime', 'recharts'],
diff --git a/appkit-serving/databricks.yml.tmpl b/appkit-serving/databricks.yml.tmpl
new file mode 100644
index 00000000..77997d31
--- /dev/null
+++ b/appkit-serving/databricks.yml.tmpl
@@ -0,0 +1,48 @@
+bundle:
+  name: {{.projectName}}
+{{- if .bundle.variables}}
+
+variables:
+{{.bundle.variables}}
+{{- end}}
+
+resources:
+  apps:
+    app:
+      name: "{{.projectName}}"
+      description: "{{.appDescription}}"
+      source_code_path: ./
+
+{{- if or .plugins.genie .plugins.files .plugins.serving}}
+      user_api_scopes:
+{{- if .plugins.genie}}
+        - dashboards.genie
+{{- end}}
+{{- if .plugins.files}}
+        - files.files
+{{- end}}
+{{- if .plugins.serving}}
+        - serving.serving-endpoints
+{{- end}}
+{{- else}}
+      # Uncomment to enable on behalf of user API scopes. Available scopes: sql, dashboards.genie, files.files, serving.serving-endpoints
+      # user_api_scopes:
+      #   - sql
+{{- end}}
+{{- if .bundle.resources}}
+
+      # The resources which this app has access to.
+      resources:
+{{.bundle.resources}}
+{{- end}}
+
+targets:
+  default:
+    default: true
+    workspace:
+      host: {{.workspaceHost}}
+{{- if .bundle.targetVariables}}
+
+    variables:
+{{.bundle.targetVariables}}
+{{- end}}
diff --git a/appkit-serving/package-lock.json b/appkit-serving/package-lock.json
index 68a3014c..b0d1ca67 100644
--- a/appkit-serving/package-lock.json
+++ b/appkit-serving/package-lock.json
@@ -10,9 +10,9 @@
       "hasInstallScript": true,
       "license": "Unlicensed",
       "dependencies": {
-        "@databricks/appkit": "0.24.0",
-        "@databricks/appkit-ui": "0.24.0",
-        "@databricks/sdk-experimental": "0.14.2",
+        "@databricks/appkit": "0.38.1",
+        "@databricks/appkit-ui": "0.38.1",
+        "@databricks/sdk-experimental": "0.17.0",
         "clsx": "2.1.1",
         "embla-carousel-react": "8.6.0",
         "lucide-react": "0.546.0",
@@ -24,7 +24,7 @@
         "tailwind-merge": "3.3.1",
         "tailwindcss-animate": "1.0.7",
         "tw-animate-css": "1.4.0",
-        "zod": "4.1.13"
+        "zod": "4.3.6"
       },
       "devDependencies": {
         "@ast-grep/napi": "0.37.0",
@@ -441,9 +441,9 @@
       }
     },
     "node_modules/@babel/parser": {
-      "version": "7.29.0",
-      "resolved": "https://registry.npmjs.org/@babel/parser/-/parser-7.29.0.tgz",
-      "integrity": "sha512-IyDgFV5GeDUVX4YdF/3CPULtVGSXXMLh1xVIgdCgxApktqnQV0r7/8Nqthg+8YLGaAtdyIlo2qIdZrbCv4+7ww==",
+      "version": "7.29.2",
+      "resolved": "https://registry.npmjs.org/@babel/parser/-/parser-7.29.2.tgz",
+      "integrity": "sha512-4GgRzy/+fsBa72/RZVJmGKPmZu9Byn8o4MoLpmNe1m8ZfYnz5emHLQz3U4gLud6Zwl0RZIcgiLD7Uq7ySFuDLA==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
@@ -558,16 +558,16 @@
       }
     },
     "node_modules/@databricks/appkit": {
-      "version": "0.24.0",
-      "resolved": "https://registry.npmjs.org/@databricks/appkit/-/appkit-0.24.0.tgz",
-      "integrity": "sha512-GvQFUbp6FPo0CVNHnHTyZOyAhnRbwkw1oTIB82TczGH4XawIT06TS66QezdEq/Lt+3d3XBCmBdQwa3Zp/93+BA==",
+      "version": "0.38.1",
+      "resolved": "https://registry.npmjs.org/@databricks/appkit/-/appkit-0.38.1.tgz",
+      "integrity": "sha512-iy7FbirWh3g8SbKcTMnX0E3Lu0MyS/w05loVteZJEuMGSzm99ECkBp6nHNijPGJMk2tO6JP7vrvLVUXM0tQROA==",
       "hasInstallScript": true,
       "license": "Apache-2.0",
       "dependencies": {
         "@ast-grep/napi": "0.37.0",
         "@clack/prompts": "1.0.1",
-        "@databricks/lakebase": "0.2.0",
-        "@databricks/sdk-experimental": "0.16.0",
+        "@databricks/lakebase": "0.3.0",
+        "@databricks/sdk-experimental": "0.17.0",
         "@opentelemetry/api": "1.9.0",
         "@opentelemetry/api-logs": "0.208.0",
         "@opentelemetry/auto-instrumentations-node": "0.67.2",
@@ -583,27 +583,30 @@
         "@opentelemetry/sdk-node": "0.208.0",
         "@opentelemetry/sdk-trace-base": "2.6.0",
         "@opentelemetry/semantic-conventions": "1.38.0",
+        "@standard-schema/spec": "1.1.0",
         "@types/semver": "7.7.1",
-        "ajv": "8.17.1",
-        "ajv-formats": "3.0.1",
         "commander": "12.1.0",
         "dotenv": "16.6.1",
         "express": "4.22.0",
+        "get-port": "7.2.0",
+        "js-yaml": "4.1.1",
+        "magic-string": "0.30.21",
         "obug": "2.1.1",
         "pg": "8.18.0",
         "picocolors": "1.1.1",
         "semver": "7.7.3",
         "vite": "npm:rolldown-vite@7.1.14",
-        "ws": "8.18.3"
+        "ws": "8.18.3",
+        "zod": "4.3.6"
       },
       "bin": {
         "appkit": "bin/appkit.js"
       }
     },
     "node_modules/@databricks/appkit-ui": {
-      "version": "0.24.0",
-      "resolved": "https://registry.npmjs.org/@databricks/appkit-ui/-/appkit-ui-0.24.0.tgz",
-      "integrity": "sha512-UovTw4LF2n/+WLRxecSzZsI34Z6/iLOMIu51IUFEfJzLYOaON+OTFUMfxyWOlwWNjZsJIUdzld9rTRgaTckXhg==",
+      "version": "0.38.1",
+      "resolved": "https://registry.npmjs.org/@databricks/appkit-ui/-/appkit-ui-0.38.1.tgz",
+      "integrity": "sha512-fhjPc74kTWYFWb30NGlN1jFPqbF/rN3j0JSTukgE/NF5wOkCWsBuNseNRgeL8fH5usKK3Ydnrx78JnIYS3B5OQ==",
       "hasInstallScript": true,
       "license": "Apache-2.0",
       "dependencies": {
@@ -635,9 +638,8 @@
         "@radix-ui/react-toggle": "1.1.10",
         "@radix-ui/react-toggle-group": "1.1.11",
         "@radix-ui/react-tooltip": "1.2.8",
+        "@standard-schema/spec": "1.1.0",
         "@tanstack/react-table": "8.21.3",
-        "ajv": "8.17.1",
-        "ajv-formats": "3.0.1",
         "apache-arrow": "21.1.0",
         "class-variance-authority": "0.7.1",
         "clsx": "2.1.1",
@@ -656,7 +658,8 @@
         "react-resizable-panels": "3.0.6",
         "sonner": "2.0.7",
         "tailwind-merge": "3.4.0",
-        "vaul": "1.1.2"
+        "vaul": "1.1.2",
+        "zod": "4.3.6"
       },
       "bin": {
         "appkit": "bin/appkit.js"
@@ -667,22 +670,6 @@
         "recharts": "^2.0.0 || ^3.0.0"
       }
     },
-    "node_modules/@databricks/appkit-ui/node_modules/ajv": {
-      "version": "8.17.1",
-      "resolved": "https://registry.npmjs.org/ajv/-/ajv-8.17.1.tgz",
-      "integrity": "sha512-B/gBuNg5SiMTrPkC+A2+cW0RszwxYmn6VYxB/inlBStS5nx6xHIt/ehKRhIMhqusl7a8LjQoZnjCs5vhwxOQ1g==",
-      "license": "MIT",
-      "dependencies": {
-        "fast-deep-equal": "^3.1.3",
-        "fast-uri": "^3.0.1",
-        "json-schema-traverse": "^1.0.0",
-        "require-from-string": "^2.0.2"
-      },
-      "funding": {
-        "type": "github",
-        "url": "https://github.com/sponsors/epoberezkin"
-      }
-    },
     "node_modules/@databricks/appkit-ui/node_modules/lucide-react": {
       "version": "0.554.0",
       "resolved": "https://registry.npmjs.org/lucide-react/-/lucide-react-0.554.0.tgz",
@@ -702,22 +689,6 @@
         "url": "https://github.com/sponsors/dcastil"
       }
     },
-    "node_modules/@databricks/appkit/node_modules/@databricks/sdk-experimental": {
-      "version": "0.16.0",
-      "resolved": "https://registry.npmjs.org/@databricks/sdk-experimental/-/sdk-experimental-0.16.0.tgz",
-      "integrity": "sha512-9c2RxWYoRDFupdt4ZnBc1IPE1XaXgN+/wyV4DVcEqOnIa31ep51OnwAD/3014BImfKdyXg32nmgrB9dwvB6+lg==",
-      "license": "Apache-2.0",
-      "dependencies": {
-        "google-auth-library": "^10.5.0",
-        "ini": "^6.0.0",
-        "reflect-metadata": "^0.2.2",
-        "semver": "^7.7.3"
-      },
-      "engines": {
-        "node": ">=22.0",
-        "npm": ">=10.0.0"
-      }
-    },
     "node_modules/@databricks/appkit/node_modules/@opentelemetry/core": {
       "version": "2.6.0",
       "resolved": "https://registry.npmjs.org/@opentelemetry/core/-/core-2.6.0.tgz",
@@ -775,22 +746,6 @@
         "node": ">=14"
       }
     },
-    "node_modules/@databricks/appkit/node_modules/ajv": {
-      "version": "8.17.1",
-      "resolved": "https://registry.npmjs.org/ajv/-/ajv-8.17.1.tgz",
-      "integrity": "sha512-B/gBuNg5SiMTrPkC+A2+cW0RszwxYmn6VYxB/inlBStS5nx6xHIt/ehKRhIMhqusl7a8LjQoZnjCs5vhwxOQ1g==",
-      "license": "MIT",
-      "dependencies": {
-        "fast-deep-equal": "^3.1.3",
-        "fast-uri": "^3.0.1",
-        "json-schema-traverse": "^1.0.0",
-        "require-from-string": "^2.0.2"
-      },
-      "funding": {
-        "type": "github",
-        "url": "https://github.com/sponsors/epoberezkin"
-      }
-    },
     "node_modules/@databricks/appkit/node_modules/pg": {
       "version": "8.18.0",
       "resolved": "https://registry.npmjs.org/pg/-/pg-8.18.0.tgz",
@@ -831,14 +786,14 @@
       }
     },
     "node_modules/@databricks/lakebase": {
-      "version": "0.2.0",
-      "resolved": "https://registry.npmjs.org/@databricks/lakebase/-/lakebase-0.2.0.tgz",
-      "integrity": "sha512-dlLav/bLEbfpqdazcStbPk/8VYocXU/6KGyFhYsuNeUYbl8txrmEdSUB81N5D/kz41xEwuGkngu5BIUj1zcHZQ==",
+      "version": "0.3.0",
+      "resolved": "https://registry.npmjs.org/@databricks/lakebase/-/lakebase-0.3.0.tgz",
+      "integrity": "sha512-7oPuLWHqJQTZhwOnK6GXFdGBfLDUNbTIQezp5DWchyqhH71HGsRYStQw1nVr92gkxV4QQ7+1dHSB0pBS9mLYmA==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@databricks/sdk-experimental": "^0.16.0",
-        "@opentelemetry/api": "^1.9.0",
-        "pg": "^8.18.0"
+        "@databricks/sdk-experimental": "0.16.0",
+        "@opentelemetry/api": "1.9.0",
+        "pg": "8.18.0"
       }
     },
     "node_modules/@databricks/lakebase/node_modules/@databricks/sdk-experimental": {
@@ -857,10 +812,37 @@
         "npm": ">=10.0.0"
       }
     },
+    "node_modules/@databricks/lakebase/node_modules/pg": {
+      "version": "8.18.0",
+      "resolved": "https://registry.npmjs.org/pg/-/pg-8.18.0.tgz",
+      "integrity": "sha512-xqrUDL1b9MbkydY/s+VZ6v+xiMUmOUk7SS9d/1kpyQxoJ6U9AO1oIJyUWVZojbfe5Cc/oluutcgFG4L9RDP1iQ==",
+      "license": "MIT",
+      "dependencies": {
+        "pg-connection-string": "^2.11.0",
+        "pg-pool": "^3.11.0",
+        "pg-protocol": "^1.11.0",
+        "pg-types": "2.2.0",
+        "pgpass": "1.0.5"
+      },
+      "engines": {
+        "node": ">= 16.0.0"
+      },
+      "optionalDependencies": {
+        "pg-cloudflare": "^1.3.0"
+      },
+      "peerDependencies": {
+        "pg-native": ">=3.0.1"
+      },
+      "peerDependenciesMeta": {
+        "pg-native": {
+          "optional": true
+        }
+      }
+    },
     "node_modules/@databricks/sdk-experimental": {
-      "version": "0.14.2",
-      "resolved": "https://registry.npmjs.org/@databricks/sdk-experimental/-/sdk-experimental-0.14.2.tgz",
-      "integrity": "sha512-G7lwQYOyF95IGdTiY9RRVYN5VlGZQ4xVIcfGYIBtW5VjJGKDSC3h8BN0JHKdhZceMNePF0aQ62iBiWpJZ3tQkg==",
+      "version": "0.17.0",
+      "resolved": "https://registry.npmjs.org/@databricks/sdk-experimental/-/sdk-experimental-0.17.0.tgz",
+      "integrity": "sha512-dOJIt4F2nBk6HKObnv7Xbmy/qLYTy2835qhXSuW0Qw1QAXui9plmCet1KqG3yeQcMTyncWGbnhjGdQi8GEGQSA==",
       "license": "Apache-2.0",
       "dependencies": {
         "google-auth-library": "^10.5.0",
@@ -869,8 +851,8 @@
         "semver": "^7.7.3"
       },
       "engines": {
-        "node": ">=18.0",
-        "npm": ">=9.0.0"
+        "node": ">=22.0",
+        "npm": ">=10.0.0"
       }
     },
     "node_modules/@date-fns/tz": {
@@ -2329,7 +2311,6 @@
       "version": "1.5.5",
       "resolved": "https://registry.npmjs.org/@jridgewell/sourcemap-codec/-/sourcemap-codec-1.5.5.tgz",
       "integrity": "sha512-cYQ9310grqxueWbl+WuIUIaiUaDcj7WOq5fVhEljNVgRfOUhY9fy2zTvfoqWsnebh8Sl70VScFbICvJnLKB0Og==",
-      "dev": true,
       "license": "MIT"
     },
     "node_modules/@jridgewell/trace-mapping": {
@@ -7552,39 +7533,6 @@
         "node": ">= 14"
       }
     },
-    "node_modules/ajv": {
-      "version": "8.18.0",
-      "resolved": "https://registry.npmjs.org/ajv/-/ajv-8.18.0.tgz",
-      "integrity": "sha512-PlXPeEWMXMZ7sPYOHqmDyCJzcfNrUr3fGNKtezX14ykXOEIvyK81d+qydx89KY5O71FKMPaQ2vBfBFI5NHR63A==",
-      "license": "MIT",
-      "dependencies": {
-        "fast-deep-equal": "^3.1.3",
-        "fast-uri": "^3.0.1",
-        "json-schema-traverse": "^1.0.0",
-        "require-from-string": "^2.0.2"
-      },
-      "funding": {
-        "type": "github",
-        "url": "https://github.com/sponsors/epoberezkin"
-      }
-    },
-    "node_modules/ajv-formats": {
-      "version": "3.0.1",
-      "resolved": "https://registry.npmjs.org/ajv-formats/-/ajv-formats-3.0.1.tgz",
-      "integrity": "sha512-8iUql50EUR+uUcdRQ3HDqa6EVyo3docL8g5WJ3FNcWmu62IbkGUue/pEyLBW8VGKKucTPgqeks4fIU1DA4yowQ==",
-      "license": "MIT",
-      "dependencies": {
-        "ajv": "^8.0.0"
-      },
-      "peerDependencies": {
-        "ajv": "^8.0.0"
-      },
-      "peerDependenciesMeta": {
-        "ajv": {
-          "optional": true
-        }
-      }
-    },
     "node_modules/ansi-regex": {
       "version": "5.0.1",
       "resolved": "https://registry.npmjs.org/ansi-regex/-/ansi-regex-5.0.1.tgz",
@@ -7642,7 +7590,6 @@
       "version": "2.0.1",
       "resolved": "https://registry.npmjs.org/argparse/-/argparse-2.0.1.tgz",
       "integrity": "sha512-8+9WqebbFzpX9OR+Wa6O29asIogeRMzcGtAINdpMHHyAg10f05aSFVBbcEqGf/PXw1EjAZ+q2/bEBg3DvurK3Q==",
-      "dev": true,
       "license": "Python-2.0"
     },
     "node_modules/aria-hidden": {
@@ -9692,22 +9639,6 @@
       "dev": true,
       "license": "MIT"
     },
-    "node_modules/fast-uri": {
-      "version": "3.1.0",
-      "resolved": "https://registry.npmjs.org/fast-uri/-/fast-uri-3.1.0.tgz",
-      "integrity": "sha512-iPeeDKJSWf4IEOasVVrknXpaBV0IApz/gp7S2bb7Z4Lljbl2MGJRqInZiUrQwV16cpzw/D3S5j5Julj/gT52AA==",
-      "funding": [
-        {
-          "type": "github",
-          "url": "https://github.com/sponsors/fastify"
-        },
-        {
-          "type": "opencollective",
-          "url": "https://opencollective.com/fastify"
-        }
-      ],
-      "license": "BSD-3-Clause"
-    },
     "node_modules/fdir": {
       "version": "6.5.0",
       "resolved": "https://registry.npmjs.org/fdir/-/fdir-6.5.0.tgz",
@@ -10084,6 +10015,18 @@
         "node": ">=6"
       }
     },
+    "node_modules/get-port": {
+      "version": "7.2.0",
+      "resolved": "https://registry.npmjs.org/get-port/-/get-port-7.2.0.tgz",
+      "integrity": "sha512-afP4W205ONCuMoPBqcR6PSXnzX35KTcJygfJfcp+QY+uwm3p20p1YczWXhlICIzGMCxYBQcySEcOgsJcrkyobg==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=16"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/sindresorhus"
+      }
+    },
     "node_modules/get-proto": {
       "version": "1.0.1",
       "resolved": "https://registry.npmjs.org/get-proto/-/get-proto-1.0.1.tgz",
@@ -11062,7 +11005,6 @@
       "version": "4.1.1",
       "resolved": "https://registry.npmjs.org/js-yaml/-/js-yaml-4.1.1.tgz",
       "integrity": "sha512-qQKT4zQxXl8lLwBtHMWwaTcGfFOZviOJet3Oy/xmGk2gZH677CJM9EvtfdSkgWcATZhj/55JZ0rmy3myCT5lsA==",
-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "argparse": "^2.0.1"
@@ -11108,12 +11050,6 @@
       "dev": true,
       "license": "MIT"
     },
-    "node_modules/json-schema-traverse": {
-      "version": "1.0.0",
-      "resolved": "https://registry.npmjs.org/json-schema-traverse/-/json-schema-traverse-1.0.0.tgz",
-      "integrity": "sha512-NM8/P9n3XjXhIZn1lLhkFaACTOURQXjWhV4BA/RnOv8xvgqtqpAX9IO4mRQxSx1Rlo4tqzeqb0sOlruaOy3dug==",
-      "license": "MIT"
-    },
     "node_modules/json-stable-stringify-without-jsonify": {
       "version": "1.0.1",
       "resolved": "https://registry.npmjs.org/json-stable-stringify-without-jsonify/-/json-stable-stringify-without-jsonify-1.0.1.tgz",
@@ -11515,7 +11451,6 @@
       "version": "0.30.21",
       "resolved": "https://registry.npmjs.org/magic-string/-/magic-string-0.30.21.tgz",
       "integrity": "sha512-vd2F4YUyEXKGcLHoq+TEyCjxueSeHnFxyyjNp80yg0XV4vUhnDer/lvvlqM/arB5bXQN5K2/3oinyCRyx8T2CQ==",
-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "@jridgewell/sourcemap-codec": "^1.5.5"
@@ -12059,6 +11994,7 @@
       "resolved": "https://registry.npmjs.org/pg/-/pg-8.19.0.tgz",
       "integrity": "sha512-QIcLGi508BAHkQ3pJNptsFz5WQMlpGbuBGBaIaXsWK8mel2kQ/rThYI+DbgjUvZrIr7MiuEuc9LcChJoEZK1xQ==",
       "license": "MIT",
+      "peer": true,
       "dependencies": {
         "pg-connection-string": "^2.11.0",
         "pg-pool": "^3.12.0",
@@ -12745,15 +12681,6 @@
         "node": ">=0.10.0"
       }
     },
-    "node_modules/require-from-string": {
-      "version": "2.0.2",
-      "resolved": "https://registry.npmjs.org/require-from-string/-/require-from-string-2.0.2.tgz",
-      "integrity": "sha512-Xf0nWe6RseziFMu+Ap9biiUbmplq6S9/p+7w7YXP/JBHhrUDDUhwa+vANyubuqfZWTveU//DYVGsDG7RKL/vEw==",
-      "license": "MIT",
-      "engines": {
-        "node": ">=0.10.0"
-      }
-    },
     "node_modules/require-in-the-middle": {
       "version": "8.0.1",
       "resolved": "https://registry.npmjs.org/require-in-the-middle/-/require-in-the-middle-8.0.1.tgz",
@@ -15262,9 +15189,9 @@
       }
     },
     "node_modules/zod": {
-      "version": "4.1.13",
-      "resolved": "https://registry.npmjs.org/zod/-/zod-4.1.13.tgz",
-      "integrity": "sha512-AvvthqfqrAhNH9dnfmrfKzX5upOdjUVJYFqNSlkmGf64gRaTzlPwz99IHYnVs28qYAybvAlBV+H7pn0saFY4Ig==",
+      "version": "4.3.6",
+      "resolved": "https://registry.npmjs.org/zod/-/zod-4.3.6.tgz",
+      "integrity": "sha512-rftlrkhHZOcjDwkGlnUtZZkvaPHCsDATp4pGpuOOMDaTdDDXF91wuVDJoWoPsKX/3YPQ5fHuF3STjcYyKr+Qhg==",
       "license": "MIT",
       "funding": {
         "url": "https://github.com/sponsors/colinhacks"
diff --git a/appkit-serving/package.json b/appkit-serving/package.json
index 3bbc3eb2..0ee3f137 100644
--- a/appkit-serving/package.json
+++ b/appkit-serving/package.json
@@ -32,9 +32,9 @@
   "license": "Unlicensed",
   "description": "Node.js app with Databricks Model Serving endpoint integration",
   "dependencies": {
-    "@databricks/appkit": "0.24.0",
-    "@databricks/appkit-ui": "0.24.0",
-    "@databricks/sdk-experimental": "0.14.2",
+    "@databricks/appkit": "0.38.1",
+    "@databricks/appkit-ui": "0.38.1",
+    "@databricks/sdk-experimental": "0.17.0",
     "clsx": "2.1.1",
     "embla-carousel-react": "8.6.0",
     "lucide-react": "0.546.0",
@@ -46,7 +46,7 @@
     "tailwind-merge": "3.3.1",
     "tw-animate-css": "1.4.0",
     "tailwindcss-animate": "1.0.7",
-    "zod": "4.1.13"
+    "zod": "4.3.6"
   },
   "devDependencies": {
     "@ast-grep/napi": "0.37.0",
diff --git a/appkit-serving/server/server.ts b/appkit-serving/server/server.ts
index 14477839..9f60d197 100644
--- a/appkit-serving/server/server.ts
+++ b/appkit-serving/server/server.ts
@@ -5,5 +5,4 @@ createApp({
     server(),
     serving(),
   ],
-})
-  .catch(console.error);
+}).catch(console.error);