What is Studio?
Studio turns one reactive marimo notebook into named web views. Keep your data, calculations, controls, and assumptions in Python. Give each audience a page designed for the work they need to do.
The Building occupancy notebook supports a live monitor, a model review, and a printable PDF report. Each view presents the same sensor analysis through its own layout, interaction, and explanation.
Notebook and views
A notebook preserves the decisions behind the result: where data comes from, how a measure is defined, which assumptions a model uses, and how corrections are applied. marimo tracks dependencies and reruns affected cells as inputs change.
A view gives those results a purpose. An analyst may need a detailed explorer, a decision-maker a brief report, and a class an interactive explanation. Each view has its own source and URL while drawing on the same notebook.
Coding agents can build and revise those interfaces from Studio's installed instructions. You review the rendered result, refine the task, and retain shared analytical decisions in the notebook. Author with a coding agent starts that workflow.
Product model
A view is a name and URL, such as monitor or report. Its view project is the saved frontend directory. A view provider builds that project into an immutable browser artifact. Studio combines the artifact with a notebook runtime to create the presentation shown in Preview.
| Action | Result |
|---|---|
| Run changed notebook code | marimo updates dependent results in the view |
| Save a view source document | Studio builds and publishes the updated page |
| Switch views | The next view uses the same live notebook session |
| Change runtime | The same artifact receives results from that runtime |
A failed build keeps the last successful artifact available while Source shows the diagnostic. Each view can evolve independently.
Place notebook results by name
Place a complete cell, render one Python object, or display a browser value:
<marimo-cell name="summary"></marimo-cell>
<marimo-output value="chart"></marimo-output>
<strong mo-value="metrics.total"></strong>Studio resolves each name to its producing notebook cell and dependencies. marimo keeps controls and results reactive while the frontend stays mounted. Place notebook results in a view develops the three projection forms.
Notebook, Source, and Preview
Studio brings Notebook, Source, and Preview together. Edit Python, shape the view, and inspect the result side by side. The native agent sidebar remains available throughout.
Follow Getting started, browse the examples, or choose a runtime for a live application, browser execution, or a prepared static report.