Hi Stu, Nice blog, very informative. Instead of pip has SAS looked into uv (https://astral.sh/blog/uv)? uv is a comprehensive Python project and package manager that's fast, reliable, and easy to use. It is designed as a drop-in replacement for pip and pip-tools, and is ready for production use today in projects built around those workflows.