Beyond the Shell: Extending Agents with Reactive Python Notebooks
A design pattern is introduced that lets a coding agent work inside the environment directly, and marimo’s rules accumulate the agent’s exploration into a runnable, reproducible Python program.
Trevor Manz, Myles Scolnick
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