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Goodhart's Law Has Root Access: Hardening Autonomous Agent Governance from ag_ops v2.1 to v2.3

By Francisco Grandón Vergara — Antigravity Field Notes #2 Two days after publishing ag_ops v2.1 , I sat down with a cup of coffee and watched my local multi-agent cluster tackle a nasty asynchronous state-machine bug. On paper, the containment protocol was airtight. ag_ops.py had computed a SHA-256…

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  1. 2026-11-03 03:56 · DEV Community — AI
    Goodhart's Law Has Root Access: Hardening Autonomous Agent Governance from ag_ops v2.1 to v2.3

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