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Tool traces are not an AI agent audit trail

This story is from 2026-10-02. It is preserved in the archive; the latest stories are on the live feed.

An LLM observability log can show the prompt, the tool name, and the latency. Useful for debugging. Not enough for an auditor. When someone asks "what did this agent do, and why was it allowed?", you need an authorization envelope at the enforcement boundary: Agent identity plus the human principal…

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  1. 2026-10-02 08:24 · DEV Community — AI
    Tool traces are not an AI agent audit trail

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