universal ai route through ai-proxy (#1312)

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<!-- This is an auto-generated comment: release notes by coderabbit.ai
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## Summary by CodeRabbit

* **Performance Improvements**
* Redesigned AI request processing to operate efficiently at the backend
level, providing faster responses and improved reliability for
AI-powered features

* **Enhanced AI Capabilities**
* Improved model validation and selection with explicit allowlist of
supported models, enabling broader model availability and better feature
stability

* **Developer Updates**
  * Refreshed local development environment configuration

<!-- end of auto-generated comment: release notes by coderabbit.ai -->

Author: BilalG1

apps/backend/src/app/api/latest/ai/query/[mode]/route.ts

@@ -1,4 +1,3 @@
-import { forwardToProduction } from "@/lib/ai/forward";
 import { selectModel } from "@/lib/ai/models";
 import { getFullSystemPrompt } from "@/lib/ai/prompts";
 import { requestBodySchema } from "@/lib/ai/schema";
@@ -7,7 +6,6 @@ import { listManagedProjectIds } from "@/lib/projects";
 import { SmartResponse } from "@/route-handlers/smart-response";
 import { createSmartRouteHandler } from "@/route-handlers/smart-route-handler";
 import { yupMixed, yupObject, yupString } from "@stackframe/stack-shared/dist/schema-fields";
-import { getEnvVariable } from "@stackframe/stack-shared/dist/utils/env";
 import { StatusError } from "@stackframe/stack-shared/dist/utils/errors";
 import { Json } from "@stackframe/stack-shared/dist/utils/json";
 import { generateText, ModelMessage, stepCountIs, streamText } from "ai";
@@ -30,18 +28,6 @@ export const POST = createSmartRouteHandler({
       throw new StatusError(StatusError.BadRequest, `Invalid tool names in request.`);
     }
 
-    const apiKey = getEnvVariable("STACK_OPENROUTER_API_KEY");
-
-
-    if (apiKey === "FORWARD_TO_PRODUCTION") {
-      const prodResponse = await forwardToProduction(mode, body);
-      return {
-        statusCode: prodResponse.status,
-        bodyType: "response" as const,
-        body: prodResponse,
-      };
-    }
-
     const isAuthenticated = fullReq.auth != null;
     const { quality, speed, systemPrompt: systemPromptId, tools: toolNames, messages, projectId } = body;
 

apps/backend/src/app/api/latest/integrations/ai-proxy/[[...path]]/route.ts

@@ -1,10 +1,11 @@
+import { ALLOWED_MODEL_IDS } from "@/lib/ai/models";
 import { handleApiRequest } from "@/route-handlers/smart-route-handler";
 import { getEnvVariable } from "@stackframe/stack-shared/dist/utils/env";
 import { StatusError } from "@stackframe/stack-shared/dist/utils/errors";
 import { NextRequest } from "next/server";
 
 const OPENROUTER_BASE_URL = "https://openrouter.ai/api";
-const OPENROUTER_MODEL = "anthropic/claude-sonnet-4.6";
+const OPENROUTER_DEFAULT_MODEL = "anthropic/claude-sonnet-4.6";
 
 function sanitizeBody(raw: ArrayBuffer): Uint8Array {
   const text = new TextDecoder().decode(raw);
@@ -19,7 +20,9 @@ function sanitizeBody(raw: ArrayBuffer): Uint8Array {
     throw new StatusError(400, "Request body must be a JSON object");
   }
 
-  parsed.model = OPENROUTER_MODEL;
+  if (!parsed.model || !ALLOWED_MODEL_IDS.has(parsed.model)) {
+    parsed.model = OPENROUTER_DEFAULT_MODEL;
+  }
 
   // OpenRouter limits metadata.user_id to 128 characters
   if (parsed.metadata?.user_id && parsed.metadata.user_id.length > 128) {

apps/backend/src/lib/ai/forward.ts

@@ -1,5 +1,5 @@
 import { createOpenRouter } from "@openrouter/ai-sdk-provider";
-import { getEnvVariable } from "@stackframe/stack-shared/dist/utils/env";
+import { getNodeEnvironment } from "@stackframe/stack-shared/dist/utils/env";
 
 export type ModelQuality = "dumb" | "smart" | "smartest";
 export type ModelSpeed = "slow" | "fast";
@@ -48,9 +48,24 @@ const MODEL_SELECTION_MATRIX: Record<
   },
 };
 
+// All unique model IDs referenced in the selection matrix, plus sonnet as the proxy default
+export const ALLOWED_MODEL_IDS: ReadonlySet<string> = new Set([
+  "anthropic/claude-sonnet-4.6",
+  ...Object.values(MODEL_SELECTION_MATRIX).flatMap(quality =>
+    Object.values(quality).flatMap(speed =>
+      Object.values(speed).map(config => config.modelId)
+    )
+  ),
+]);
+
 export function createOpenRouterProvider() {
-  const apiKey = getEnvVariable("STACK_OPENROUTER_API_KEY");
-  return createOpenRouter({ apiKey });
+  const baseURL = getNodeEnvironment() === "development"
+    ? "http://localhost:8102/api/latest/integrations/ai-proxy/v1"
+    : "https://api.stack-auth.com/api/latest/integrations/ai-proxy/v1";
+  return createOpenRouter({
+    apiKey: "forwarded",
+    baseURL,
+  });
 }
 
 export function selectModel(

apps/backend/src/lib/ai/models.ts

@@ -4,13 +4,13 @@ import { getNodeEnvironment } from "@stackframe/stack-shared/dist/utils/env";
 /**
  * Creates an MCP client connected to the Stack Auth documentation server.
  *
- * In development: connects to local docs server at http://localhost:8104
+ * In development: connects to local docs server at http://localhost:8126
  * In production: connects to production docs server at https://mcp.stack-auth.com
  */
 export async function createDocsTools() {
   const mcpUrl =
     getNodeEnvironment() === "development"
-      ? new URL("/api/internal/mcp", "http://localhost:8104")
+      ? new URL("/api/internal/mcp", "http://localhost:8126")
       : new URL("/api/internal/mcp", "https://mcp.stack-auth.com");
 
   const stackAuthMcp = await createMCPClient({

apps/backend/src/lib/ai/tools/docs.ts

@@ -51,7 +51,7 @@
     "db:migrate": "pnpm pre && pnpm run --filter=@stackframe/backend db:migrate",
     "fern": "pnpm pre && pnpm run --filter=@stackframe/docs fern",
     "dev:full": "pnpm pre && concurrently -k \"pnpm run generate-sdks:watch\" \"turbo run dev --concurrency 99999\"",
-    "dev": "pnpm pre && concurrently -k \"pnpm run generate-sdks:watch\" \"pnpm run generate-openapi-docs:watch\" \"turbo run dev --concurrency 99999 --filter=./apps/* --filter=@stackframe/docs-mintlify --filter=./packages/* --filter=./examples/demo \"",
+    "dev": "pnpm pre && concurrently -k \"pnpm run generate-sdks:watch\" \"pnpm run generate-openapi-docs:watch\" \"turbo run dev --concurrency 99999 --filter=./apps/* --filter=@stackframe/docs-mintlify --filter=@stackframe/stack-docs --filter=./packages/* --filter=./examples/demo \"",
     "dev:tui": "pnpm pre && (trap 'kill 0' EXIT; pnpm run generate-sdks:watch & pnpm run generate-openapi-docs:watch & turbo run dev --ui tui --concurrency 99999 --filter=./apps/* --filter=@stackframe/stack-docs --filter=./packages/* --filter=./examples/demo)",
     "dev:inspect": "pnpm pre && STACK_BACKEND_DEV_EXTRA_ARGS=\"--inspect\" pnpm run dev",
     "dev:profile": "pnpm pre && STACK_BACKEND_DEV_EXTRA_ARGS=\"--experimental-cpu-prof\" pnpm run dev",