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Alex Rivera ·

Agent loops and human approvals

Design patterns when copilots touch production data.

AI Governance

Agents that draft are easy. Agents that commit need a narrow API, explicit scopes, and an auditable queue.

Approval queue fields we recommend

Actor
Human, service account, or agent run ID
Blast radius
Rows touched, regions, reversible flag
Evidence
Link to ticket or change record

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