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Insights on AI governance, policy-as-code, compliance automation, and building trust in AI systems.

What AI Agent Governance Actually Looks Like

What AI Agent Governance Actually Looks Like

AI agents don't just generate text — they take actions, access systems, and make decisions. Governing them requires more than output filters. Here's what real agent governance looks like in practice: tool-level access control, session-aware policy evaluation, human approval gates, and full decision chain auditability.

Aguardic Team·February 21, 2026·17 min
Why OPA and Rego Don't Work for AI Governance

Why OPA and Rego Don't Work for AI Governance

OPA is excellent infrastructure policy. But AI governance requires semantic understanding, organizational context, and session-aware evaluation that a pattern-matching engine was never designed to handle. Here's where Rego breaks down — and what the alternative looks like.

Aguardic Team·December 29, 2025·15 min

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