[jampekka]

I use mostly the script workflow, but for exploration Marimo is more convenient. It got also to-disk memoization recently. Kinda best of both worlds for exploration (although I'm not a huge fan of editing code in browser). In comparison to the JupyterLab hidden state spaghetti it's a fix.

With proper structuring of the blocks, Marimo will not re-execute the cell. Also memoization in script based workflows is still somewhat clunky on Python even with something like Snakemake.

I do find Marimo's approach, "global" variables tracked between blocks, less than ideal, but it's the best out there.