People certainly use Docker for this purpose. Need a new package? Add a pip install line and rebuild the image.
I agree it isn’t the best use of Docker, but with the hell that is conda (and I say this as someone who likes conda more than most other options) and what can feel like insanity managing python environments, Docker isn’t the worst solution.
All that said, I moved to uv last year and have been loving it.
