//audit trail
Continuous Governance-as-Code: Building Compliance Into the Agentic Architecture
Tags : agent governanceagentic AIAgentic ArchitectureAI ComplianceAI GovernanceAI guardrailsaudit trailContinuous ComplianceEU AI ActGovernance as CodeNIST AI RMFNon-Human IdentityOpen Policy AgentPolicy as CodeTool Call Governance
Most AI governance programs were designed for software that changes only when someone ships a release. Agentic AI does not behave that way. An agent’s effective behavior is assembled at runtime from a model, a system prompt, a tool set, and retrieved context — and any of those can shift while the compliance team is..
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Human-in-the-Loop Design: Building AI Agents That Pause for Approval
Tags : agent governanceagent oversightagent safetyagentic workflowsAI agentsapproval workflowaudit trailcheckpoint designescalation pathsHITLhuman reviewhuman-in-the-looppropose-then-commitruntime controlsupervised autonomy
Human-in-the-loop design is the discipline of letting AI agents move fast where it is safe and pausing for human approval only where the stakes demand it. A practical look at propose-then-commit, risk tiering, evidence packs, idempotency, and audit trails.
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