I've been working on this project of mine these last couple of months, and with the release of Jupyter AI, I just had to go ahead and release my own project into the wild.

I call the paradigm, "comment driven development". You use special comments, "#@" in the notebook cells, to steer the LLM to write the code you need. Got a bug in your code? - The debug feature takes the stacktrace and fixes the code for you. It also has a explain feature if some of the code is hard to understand.

I'm also working on a more experimental "autogpt" feature that can be accessed from the Labpilot terminal, which is built into Jupyter lab.

It's been really fun to build and play with. I hope somebody will find it useful. I appreciate any feedback I can get. Thank you.