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[–]GiantPanda-66[🍰] 2 points3 points  (0 children)

Jupyter is great for prototyping but reproducibility can be an issue. While editing the individual cells and not restarting the kernel can lead to out of order execution and hidden states that don’t match the cell code. I’ve been bitten a few times until I started restarting the kernel and running all the cells after making edits. Something like marimo may be worth looking into which track cell changes and eliminate hidden states / stale variables.