Enforce black, isort, and flake8
Use type hints everywhere and pydantic for data/config validation
Prefer small, focused modules and composition over inheritance
Follow the PEP8 style guide:
- Variables: snake_case
- Classes: PascalCase
- Constants: UPPER_CASE