Conda Environments for AI Development
The previous post covered venv as the standard, built-in way to isolate Python dependencies. But anyone who's spent time in AI or data science circles has run into its limits fast — usually the moment a project needs a specific CUDA version, a non-Python library, or a complex...
Python Virtual Environments for GenAI
It's one of those things that feels like pure overhead the first time you skip it — and then, a few months and a few projects later, becomes the thing that saves you from a very specific, very avoidable kind of pain: two projects on the same machine quietly fighting over …