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