AI governance interview: approval workflows for agents (EXPLAINED)
Governance is becoming the bottleneck — not model IQ.
TL;DR — Quick Answer
Risk-based gates: auto-merge low-risk changes with green CI; require human (or dual) approval for security-sensitive paths, infra, data access, and dependency/MCP config changes.
The Interview Question
Design a human approval workflow for enterprise AI coding agents. When can agents auto-merge, and when is dual control required?
Deep Explanation
Governance is becoming the bottleneck — not model IQ.
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GovernanceApproval WorkflowsEnterpriseSecurityMicrosoftAmazonGoogle