fix(agent): restore active-task routing and active-mode validation observation

Keep correction follow-ups on Agent using session transcript and active task
context, and let Page Data validation reach Orchestrator when mode is active
instead of requiring shadowEngine.

Co-authored-by: Cursor <cursoragent@cursor.com>

services/orchestrator/shadow-observer.mjs

@@ -28,6 +28,19 @@ async function recordValidationWithRetry(engine, runId, observation) {
   }
 }
 
+export function resolveValidationEngineSelection(selection) {
+  if (selection.shadowEngine === WORKFLOW_ENGINE.LANGGRAPH) {
+    return selection;
+  }
+  if (
+    selection.engine === WORKFLOW_ENGINE.LANGGRAPH
+    && ['active', 'canary', 'shadow'].includes(String(selection.mode ?? ''))
+  ) {
+    return selection;
+  }
+  return null;
+}
+
 export function createWorkflowShadowObserver({
   configService,
   serviceToken = process.env.MEMIND_ORCHESTRATOR_SERVICE_TOKEN,
@@ -66,6 +79,34 @@ export function createWorkflowShadowObserver({
     };
   }
 
+  async function selectValidationEngine({
+    runId,
+    requestId,
+    userId,
+    workflowName,
+  }) {
+    const selection = await configService.selectEngine({
+      runId,
+      requestId,
+      userId,
+      workflowName,
+    });
+    if (!resolveValidationEngineSelection(selection)) {
+      return { selection, engine: null };
+    }
+    const state = await configService.getRuntimeState();
+    return {
+      selection,
+      engine: createRemoteWorkflowEngine({
+        id: WORKFLOW_ENGINE.LANGGRAPH,
+        baseUrl: state.config.serviceUrl,
+        serviceToken,
+        timeoutMs: state.config.requestTimeoutMs,
+        fetchImpl,
+      }),
+    };
+  }
+
   async function observeWorkflowRun({
     runId,
     requestId,
@@ -152,7 +193,7 @@ export function createWorkflowShadowObserver({
     workflowName = 'code-run-v1',
     observation,
   } = {}) {
-    const { selection, engine } = await selectShadowEngine({
+    const { selection, engine } = await selectValidationEngine({
       runId,
       requestId,
       userId,
@@ -187,5 +228,6 @@ export function createWorkflowShadowObserver({
 
 export const workflowShadowObserverInternals = {
   recordValidationWithRetry,
+  resolveValidationEngineSelection,
   safeError,
 };

services/orchestrator/shadow-observer.test.mjs

@@ -3,7 +3,7 @@ import test from 'node:test';
 import { MemorySaver } from '@langchain/langgraph';
 import { createOrchestratorApp } from './app.mjs';
 import { createLangGraphOrchestratorRuntime } from './runtime.mjs';
-import { createWorkflowShadowObserver } from './shadow-observer.mjs';
+import { createWorkflowShadowObserver, resolveValidationEngineSelection } from './shadow-observer.mjs';
 
 function jsonResponse(body, status = 200) {
   return new Response(JSON.stringify(body), {
@@ -25,6 +25,77 @@ async function listen(app) {
   };
 }
 
+test('resolveValidationEngineSelection accepts active-mode LangGraph engine', () => {
+  assert.ok(resolveValidationEngineSelection({
+    engine: 'langgraph',
+    shadowEngine: null,
+    mode: 'active',
+    reason: 'active',
+  }));
+  assert.equal(resolveValidationEngineSelection({
+    engine: 'native',
+    shadowEngine: null,
+    mode: 'active',
+    reason: 'active',
+  }), null);
+});
+
+test('validation observer records observations in active mode without shadowEngine', async () => {
+  let capturedUrl = null;
+  const observer = createWorkflowShadowObserver({
+    configService: {
+      async selectEngine() {
+        return {
+          engine: 'langgraph',
+          candidateEngine: 'langgraph',
+          shadowEngine: null,
+          fallbackEngine: 'native',
+          reason: 'active',
+          candidateReason: 'active',
+          mode: 'active',
+          configVersion: 6,
+          dryRun: false,
+        };
+      },
+      async getRuntimeState() {
+        return {
+          config: {
+            serviceUrl: 'http://orchestrator.internal:8093',
+            requestTimeoutMs: 1200,
+          },
+        };
+      },
+    },
+    serviceToken: 'internal-token',
+    fetchImpl: async (url) => {
+      capturedUrl = url;
+      return jsonResponse({
+        runId: 'run-active-1',
+        validation: { verdict: 'passed', kind: 'page-data-delivery' },
+      });
+    },
+  });
+
+  const result = await observer.observeValidation({
+    runId: 'run-active-1',
+    requestId: 'request-active-1',
+    userId: 'user-1',
+    observation: {
+      idempotencyKey: 'run-active-1:page-data-delivery:v1',
+      taskType: 'page_data_dev',
+      required: true,
+      checks: [{ id: 'page_data_binding', status: 'passed' }],
+      source: 'portal-agent-run',
+      observedAt: 123,
+    },
+  });
+
+  assert.equal(result.observed, true);
+  assert.equal(result.mode, 'active');
+  assert.equal(result.validation.verdict, 'passed');
+  assert.match(String(capturedUrl), /\/v1\/runs\/run-active-1\/validation-observations$/);
+});
+
 test('shadow observer skips without creating a remote client when mode does not select shadow', async () => {
   let fetchCalls = 0;
   const observer = createWorkflowShadowObserver({