Dev.to
7/2/2026

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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