#governance
2 posts
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What is an agent control plane?
Agent control planes: the runtime layer that governs AI agent behavior across a fleet. Policy enforcement, budget caps, audit trails, and how it differs from observability and guardrails.
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What is human-in-the-loop for AI agents?
HITL for AI agents: when and how to insert human approval, the patterns (pre/post/exception), the tools that exist, and the async-execution problem.