# Deploy Notes

Recommended local stack:

- `mysql`: primary business database
- `redis`: cache and async queue broker
- `minio`: object storage
- `backend`: FastAPI API service
- `frontend-web`: single Next.js app that serves both user pages and `/admin` backend pages

Use the root `docker-compose.yml` for local integration.