kodakis-aios

Use when creating, updating, reviewing, or debugging vector databases, embeddings, semantic search, RAG (Retrieval-Augmented Generation), similarity search, semantic caching, LLM cost optimization, pgvector, Pinecone, Weaviate, Qdrant, Chroma, Milvus, or embedding models.

Use when creating, updating, reviewing, or debugging API endpoints, routes, controllers, services, request validation, responses, or REST/HTTP handlers.

Use when creating, updating, reviewing, or debugging authentication, login, registration, sessions, JWT, OAuth, password reset, auth middleware, roles, permissions, or account security.

Use when creating, updating, reviewing, or debugging billing, payments, subscriptions, invoices, checkout, payment providers, webhooks, refunds, plans, or paid access.

Use when creating, updating, reviewing, or debugging caching, cache keys, TTL, invalidation, Redis, in-memory cache, CDN cache, performance, stale data, or cache-related bugs.

Use when creating, updating, reviewing, or debugging shopping carts, add-to-cart, cart items, guest carts, authenticated carts, cart merge, quantities, pricing, stock checks, or checkout preparation.

Use when creating, updating, reviewing, or debugging checkout, order creation, payment flow, inventory validation, order state, checkout forms, payment webhooks, or checkout-related failures.

Use when creating, updating, reviewing, or debugging UI components, pages, forms, layouts, responsive behavior, accessibility, component states, or design-system usage.

Use when creating, updating, reviewing, or debugging database migrations, schema changes, indexes, constraints, seeds, data migrations, rollback safety, or tenant-safe database changes.

Use when creating, updating, reviewing, or debugging error handling, exceptions, error responses, domain errors, validation errors, logging, error boundaries, async failures, or failure propagation.

Use when creating, updating, reviewing, or debugging file uploads, image uploads, document uploads, attachments, storage, signed URLs, file validation, multipart upload, or upload security.

Use when creating, updating, reviewing, or debugging logs, structured logging, error logs, audit logs, request tracing, correlation IDs, log levels, or sensitive data redaction.

Use when creating, updating, reviewing, or debugging notifications, email, SMS, push messages, templates, delivery status, retries, user preferences, or notification security.

Use when creating, updating, reviewing, or debugging orders, order status, order lifecycle, fulfillment, refunds, cancellations, state transitions, audit history, or order access control.

Use when creating, updating, reviewing, or debugging background jobs, queues, workers, async processing, retries, delayed jobs, scheduled jobs, idempotency, or dead-letter handling.

Use when creating, updating, reviewing, or debugging search, filtering, sorting, pagination, full-text search, query performance, indexes, relevance, or search security.

Use when reviewing or fixing security issues, auth bypass, authorization, input validation, injection, XSS, CSRF, secrets, sensitive data leaks, rate limits, tenant isolation, or unsafe dependencies.

Use when creating, updating, reviewing, or debugging service layers, business logic, use cases, domain logic, controller-service separation, dependency injection, or service tests.

Use when creating, updating, reviewing, or debugging multi-tenancy, tenant isolation, tenantId scoping, organization data access, row-level security, tenant-aware cache keys, or cross-tenant security.

Use when creating, updating, reviewing, or debugging tests, unit tests, integration tests, E2E tests, mocks, test coverage, regressions, or verification steps.

Heavy UI/UX reference library for major design exploration. Use only for new dashboards, landing pages, redesigns, design systems, marketing heroes, analytics-heavy screens, typography/color exploration, and unfamiliar product styles. Not project governance.

Use when creating, updating, reviewing, or debugging input validation, schemas, request validation, form validation, query validation, data sanitization, or validation errors.

Use when creating, updating, reviewing, or debugging WebSocket, real-time updates, socket events, live notifications, chat, presence, rooms, subscriptions, reconnects, or real-time security.