TonyBai

Oct 17, 2026 · R&D Management

How the Claude Code Team Does Code Review: AI-First, Tiered, and Human-in-the-Loop

The Claude Code team at Anthropic shares their evolved code review process where AI agents write 90% of code, using automated gates, risk-based human approvals, merge queues, feature flags, and incident-driven evals to cut revert rates by 40% while scaling PR volume 10x.