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12 AI observability and evaluation tools for agents, compared

This story is from 2026-10-16. It is preserved in the archive; the latest stories are on the live feed.

Your agent returned a fast, clean, error-free response. Your APM dashboard is all green. The answer was still wrong. That's the gap AI observability and evaluation tools are meant to close. There are a lot of them now, and they don't all do the same job. Here's a practical comparison of 12, with pr…

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  1. 2026-10-16 08:35 · DEV Community — AI
    12 AI observability and evaluation tools for agents, compared

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