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human in the loop verification

2 articles · 11 co-occurring · 0 contradictions · 0 briefs

Article explicitly describes action verification before application as core to the architecture—this is a checkpoint for human oversight of agent context and decisions.

Article explicitly describes action verification before application as core to the architecture—this is a checkpoint for human oversight of agent context and decisions.

The 'ask for plan first' pattern is explicit human-in-the-loop architecture, which is a context engineering pattern for maintaining control over AI outputs with side effects.

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