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Your Agent's Free-Text Output Is an API You Never Designed

This story is from 2026-09-25. It is preserved in the archive; the latest stories are on the live feed.

Most agent demos fail in the same place, and it is not the model. It is the boundary where the model's output leaves the model and enters your program. Up to that point it is a string. Strings do not have a schema. So you end up with code like this: const reply = await llm . complete ( prompt ); //…

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  1. 2026-09-25 02:40 · DEV Community — AI
    Your Agent's Free-Text Output Is an API You Never Designed

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