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Implementing strict criteria for AI auto-approvals safely bypasses human review bottlenecks while enforcing engineering best practices.

Impact: Accelerates deployment cycles, reduces defect accumulation, and incentivizes smaller, more testable code changes.

— from Intercom's Agent-First Engineering Transformation · Engineering Enablement by DX· Jun 15, 2026