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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Trevor Manz

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#human-computer interacti... Review Sep 2026

Point, Revise, Review: Grounded Agentic Analysis in Reactive Notebooks with marimo-lens

This work presents marimo-lens, an extension to the reactive Python notebook marimo for grounded human-agent analysis that connects a human's marked output and note to its producing cell and relevant contributing computation, giving the agent computational context for the request.

Péter Ferenc Gyarmati, Trevor Manz, Dominik Moritz et al. · 0 citations

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 · 0 citations

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