Pins runtime and ML deps separately so the regular web image stays lean.
Configures ruff for py312 with bugbear, async, and pyupgrade lints enabled.
psycopg sync driver included up-front for alembic.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
