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6. Keeping it running in the real world

Smoke test

The fastest possible "is it fundamentally working?" check after a change or deploy — a handful of key actions against the live system, minutes not hours. Named for switching on a machine and checking for smoke.

Why it matters: the minimum dignity of shipping: never announce "deployed" without one. For AI systems, the best smoke test is a few golden set questions against production — real answers, real data, right now.

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Related: Golden set