A production-ready FastAPI application using the app factory pattern, async SQLAlchemy 2.0 with PostgreSQL, Alembic migrations, structured logging, and health-check endpoint.
A production Kubernetes Deployment manifest with liveness/readiness probes, resource requests/limits, rolling update strategy and a HorizontalPodAutoscaler to handle traffic spikes.
A docker-compose.yml for local development that spins up the app, PostgreSQL 16, Redis 7 and an optional Adminer instance — volumes ensure data survives container restarts.