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Autonomous Agents Need Black Boxes: Standardized Telemetry in MeshCtx

This story is from 2026-09-19. It is preserved in the archive; the latest stories are on the live feed.

When a traditional web service misbehaves at 3 a.m., you open your APM dashboard. When an autonomous agent misbehaves, too often you open a wall of unstructured log text and start guessing. Agents break the assumptions APM tools were built on: their "requests" are reasoning steps, tool invocations,…

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  1. 2026-09-19 01:42 · DEV Community — AI
    Autonomous Agents Need Black Boxes: Standardized Telemetry in MeshCtx

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