[nickjj]

> Why is pip freeze not 100%?

You mean not 100% fool proof?

It is, but with the strategy above a new lock file will get generated if the requirements.txt file is newer than the lock file, so if you change 1 dependency you might get newer unexpected dependencies. This is just the limitation of how pip works without building a whole new layer of dependency tracking in (which I guess is why Poetry and similar tools exists). Fortunately in practice I'm happy with the pip solution because it's a few line shell script and hasn't been a problem yet. The important part of having the lock file is there for reproduceable builds today and in the future.