Python, FastAPI, SQLAlchemy, Alembic and contextual database conventions.
Build, extend or review Python/FastAPI systems with SQLAlchemy, Alembic, contextual persistence, auth, API contracts, jobs and optional AI/FastMCP. Use for backend architecture, endpoints, migrations, transactions, integrations and verification; accept reference systems and preserve established project constraints.
