Notebooks as Stateful Reasoning Systems: Why the Traditional Model Fails
The author argues that notebooks have outgrown their original role as throw‑away scripts and now act like stateful computational nervous systems, retaining hidden context and assumptions. Treating them as linear code hides fragility, redundant logic, and silent schema drift, making future debugging risky. Reframing notebooks this way forces engineers to capture and manage the hidden state, improving reliability.