Notebook Revolution

Marimo transforms the traditional notebook experience by ensuring that the code and outputs are always in sync, thanks to its built-in code intelligence. It automatically updates dependent cells, maintaining a clear structure while preventing circular dependencies. Unlike typical notebooks that create cumbersome JSON files, Marimo stores notebooks as pure Python, allowing for manageable diffs with small code changes.