marimo Studio: one notebook, separate audience views, agent-safe presentation layer
pandeyparul · x · 2026-10-06
The author explains how marimo Studio solves the problem of sharing one analysis with different audiences: a data scientist wants the full analysis, a manager wants a report, a product team wants an interactive app — traditionally requiring copies that drift apart.
In marimo Studio, the Python analysis stays as the single source in one notebook while separate views are created on top for each audience. Because analysis and presentation are decoupled, agents can also work on views without altering the underlying notebook logic.
Related event: marimo Studio Turns One Notebook into Reports, Explorers and 3D Views(2 posts)→
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