uv, the python package manager, has a settings to prevent installation of packages which are too new. You can set it globally and override it on a per project basis

Here’s a copier project template that sets up everything I need for a modern Python CLI project in about 30 seconds.

While looking at ways to run MLflow with uv on Github, I came across this gem of a comment which is the perfect, most compact introduction to uv