01Strict type hinting requirements for functions, classes, and generic collections
02Advanced error handling patterns using custom exceptions and contextual messages
0310 GitHub stars
04Google-style docstring generation with arguments, return types, and examples
05PEP 8 compliance with Black (100 char line length) and isort integration
06Modern Python best practices including keyword-only arguments and Pathlib