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Agents catch tool errors. Wrong values are harder.

This story is from 2026-10-25. It is preserved in the archive; the latest stories are on the live feed.

Most agent benchmarks answer one question: when the tools work, does the agent finish the task? Production asks a different one. Services time out. Endpoints get retired. A parameter gets renamed in a minor release. A cache returns a stale value that is correctly typed and quietly wrong. What does…

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  1. 2026-10-25 07:25 · DEV Community — AI
    Agents catch tool errors. Wrong values are harder.

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