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:
Limit all lines to a maximum of 79 characters
Variables: snake_case
Classes: PascalCase
Constants: UPPER_CASE