After years of wrestling with Python environments for scientific computing, I've settled on a conda + uv hybrid workflow. Here's why it works and the pitfalls I hit along the way.

Essential Python libraries for building production-ready applications: Pydantic for validation, Click for CLIs, tomllib for config files, and proper logging setup