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Your AI Demo Works. So Why Does It Break in Production?

This story is from 2026-10-01. It is preserved in the archive; the latest stories are on the live feed.

There is a moment in almost every AI project that feels like a victory. The prototype works. The prompt is producing good responses. The API is connected. The demo looks impressive. Everyone thinks the hard part is over. It isn't. The difference between an AI demo and an AI system that works reliab…

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  1. 2026-10-01 20:20 · DEV Community — AI
    Your AI Demo Works. So Why Does It Break in Production?

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