01Mandatory quality gates using pre-commit and pytest after every work unit
02Strict adherence to Python 3.10+ type hinting and PEP 8 standards
03Domain-specific patterns for FastAPI, SQLAlchemy, and Pydantic models
040 GitHub stars
05Automated virtualenv enforcement and management for all operations
06Modern stack integration including uv package management and ruff linting