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Beyond the LLM Call: Anatomy of a Production AI Application

This story is from 2026-09-13. It is preserved in the archive; the latest stories are on the live feed.

Most AI demos have the same shape: User input -> LLM API -> response And for a demo, that is enough. But the moment an AI system handles real documents, multiple tenants, uneven traffic, expensive model calls, retries, and uptime expectations, the LLM becomes only one part of the problem. A product…

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  1. 2026-09-13 13:08 · DEV Community — AI
    Beyond the LLM Call: Anatomy of a Production AI Application

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