@cstanhope runkit: https://runkit.com/ is a notebook-style UI that has stronger reproducibility guarantees AIUI.
Jupyter is still exploring this space and I don't think there's a standard tool for enforcing reproducibility there.
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The word "agent" is so overloaded in the AI space.
Sometimes it means a sophisticated interaction system, but other times it just means API.
I think it's partly a sign of how new the space is. We don't have consensus on the best way to use these systems yet.
Exploring design ideas using AI as a learning assistant, for creative exploration: https://andymatuschak.org/hmwl/
It is *really* hard to find a good screenshot for a CLI tool when users are on a mobile browser.
This is the best I've come up with so far. I'm showing the terminal GUI to show where you'd use the tool.
I'm also trying several standalone screenshots to make it more comprehensible.