Notebook-to-Production

Notebook-to-production is the gap between a working prototype and a system that runs reliably.

That gap includes error handling, retries, monitoring, cost controls, and deployment infrastructure a notebook skips.

It is usually a bigger lift than the original prototype, which is why timelines underestimate it.

Treating it as its own phase, with its own scope and budget, separates a demo that ships from one that stalls.

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