Operations & Maintenance

DB migrations: alembic upgrade head; maintain CHANGELOG entries for schema changes
Backups: regular PostgreSQL dumps; test restores
Logs: use structured logging; rotate via journald or logrotate
Upgrades: keep FastAPI, dependencies, and Node toolchain current (security fixes)
Housekeeping: clear old preview job artifacts per retention policy