TonyBai

Aug 10, 2026 · Artificial Intelligence

How Cloudflare Scaled AI‑Powered Code Review to 3,600 Engineers and 240K Interceptions

Cloudflare built a three‑layer AI engineering stack—platform, knowledge, and governance—that lets 3,600 engineers (95% of R&D) use AI tools at scale, reduces inference cost by 77% with Workers AI, intercepts over 240,000 standard violations, and keeps per‑review cost under $1 while maintaining high security.