Jul 2026 · Creator
marimo-studio
marimo-studio turns a marimo notebook into web pages with their own layouts and interactions. The pages reuse the notebook's Python data, calculations, and controls.
A report, an explorer, and a presentation need different arrangements of the same analysis. Studio gives each view its own layout while keeping calculations in the notebook. Change a Python value and the views that use it update.
My research question is whether this separation can preserve the judgments people make while working with an agent. If someone corrects an assumption, how much of that correction survives a new presentation, a new audience, or a later revision? I plan to study what persists and how much explanation people have to repeat.
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