ML engineer, I am up to 3 irreversibly broken environments after simply adding a package. Conda is inexcusably slow and but even mamba can save it. Every conda project I have ever was later switched to poetry.

Here's a fun challenge: try to determine channel priority in your conda env, go ahead try.

Conda is the single worst packaging tool I have ever used.