Unverified50% confidenceFactExact time
Director Master adopts a "draft confirmation card" mechanism: the output of each Agent step first enters a draft state, and only after manual confirmation does it become formal content.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/28/2026
First Seen
Valid until: 1/26/2027
Sources
Related Entities
Related Claims
UnverifiedThe agent follows a plan-first, confirm-then, execute-after interaction rhythm, presenting an architectural proposal for human confirmation before deployment.68% similarUnverifiedCombined with the /Plan command, the Agent can first raise clarifying questions and generate an editable live planning document, then execute after confirmation.68% similarUnverifiedThe pragmatic approach to Agent verification is layered composition: use rule guardrails and human approval before execution, monitor resources and apply circuit breaking during execution, and persist traces after execution combined with LLM judging and offline evaluation for continuous regression.67% similarUnverifiedThe author believes that when the model's ability to write code is no longer the bottleneck, the engineering focus shifts to how to verify the agent's output, and Agent Config's answer is to build the checking process into the agent's workflow, making "self-checking" a default action rather than an after-the-fact remedy.67% similarUnverifiedEach skill in Agent Skills has a built-in verification gate that requires the Agent to provide objective evidence (such as running tests, generating a diff comparison, or providing verification output) before claiming a task is complete, rather than relying solely on verbal claims.67% similar
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