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Dev.to
Dev.to
7/2/2026
Your AI agent just took an action in production. Can you answer five questions about it?

Your AI agent just took an action in production. Can you answer five questions about it?

Short summary

AI agents taking production actions need governance beyond traditional IAM. CLAIIM — an open-source control plane by Nivaya — registers each agent with a named human accountability anchor, gates actions against versioned policies before execution, and records every decision in an append-only audit trail. Self-hosted via Docker Compose, available in controlled preview; setup takes under ten minutes.

  • CLAIIM gates AI agent actions against policies before execution and logs every decision immutably
  • Agents registered with named accountability anchors; prevents unauthorized scope escalation
  • Open-source, self-hosted (Docker Compose), available in controlled preview

Generated with AI, which can make mistakes.

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