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Why Your AI Demo Isn’t Ready for Production

This story is from 2026-09-08. It is preserved in the archive; the latest stories are on the live feed.

One thing I've learned building AI products: A demo can be built in a day. A production AI system is completely different. You need: → Evaluation → Observability → Guardrails → Cost controls → Fallbacks → Monitoring → Human-in-the-loop → Good data The prompt is only one small part of the system. AI…

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  1. 2026-09-08 14:30 · r/ArtificialInteligence
    Why Your AI Demo Isn’t Ready for Production

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