Python - Favour Python 3.14+ features. Use for .venv management. Use for type checking - Type hints for all functions. Dataclasses for data structures. Pathlib over os.path. f-strings - For standalone scripts that have a few dependencies, use PEP 723 to declare dependencies in a TOML block inside markers (e.g. ) ---