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Yes, Jupyter notebooks are flawed (there's a great talk at https://www.youtube.com/watch?v=7jiPeIFXb6U). But they are also very convenient for scrappy work and exploratory data analysis.


Notebooks can be convenient and have a consistent state at the same time, as done in e.g. Marimo.




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