An agent eval harness is a versioned, scenario-based way to decide whether an agent workflow is safe and acceptable to ship. This guide shows how to design scenarios, golden tasks, trace assertions, and thresholds that stay useful as prompts, tools,
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The agent loop should think and propose. The agentic system control plane should decide—enforcing policy, approvals, audit logging, retries, rollback/compensation, and escalation before side effects happen.
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In a safe production agentic system, the agent loop proposes actions while the control plane enforces policy, manages approvals/retries, records audit state, and contains failures.
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