feat/Update_Controllers_to_Allow_for_Premium_Membership

docs/verification/ai-001-durable-ai-queue.md

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+# AI-001 verification — durable AI queue and backpressure
+
+Updated: 2026-08-03
+
+Status: `IMPLEMENTED — NOT VERIFIED`.
+
+## Implemented
+
+- Reuses `UserOperations`, terminal notifications and owner APIs/UI from OPS-001A/B/C.
+- Server-side Pro/AI/privacy admission before operation creation.
+- Owner/global bounded capacity, stable idempotency and status URL, deadlines, attempt limits and five priority bands.
+- Claims only registered AI task types; unknown tasks are left untouched.
+- Explicit owner scope, live entitlement/privacy recheck, cancellation monitoring, lease heartbeat, timeout, retry jitter and permanent/retryable failure classification.
+- Configurable worker concurrency (default one), capacity/deadline/timeout settings and a default-off deployment switch.
+- No raw CV, email, job description or prompt field was added.
+
+## Evidence
+
+- Focused `AiOperationQueueTests|UserOperationStoreTests|OperationsControllerTests`: 17/17.
+- Full backend: 581/581.
+- Compose config and `git diff --check`: pass with expected unset optional variables/line-ending notices.
+- Existing operation tests cover atomic duplicate creation/claim, owner isolation, lease recovery after restart, deadlines, cancellation, retry, transaction rollback and notifications.
+
+## Remaining gates
+
+- AI-003/004 must register real Strategy/CV handlers and return actual 202 responses; no generic create API was exposed because it would bypass task ownership/policy.
+- AI-002 must add provider/model concurrency, circuit health, provider/reason/model recording, payload minimization and external fallback decisions.
+- Browser refresh/double-click/cancel/retry must be repeated against each real producer.
+- Worker remains off; MariaDB and production canary/restart/queue telemetry are unavailable.
+- The process-local capacity gate assumes one backend replica. Add a database reservation only before multi-replica rollout.
+