HOW CLOUDFLARE ENFORCES ENGINEERING STANDARDS USING AI

Summary from the TLDR InfoSec newsletter

Cloudflare designed the Cloudflare Codex to serve as an RFC-style shared source for engineering guidance for humans and agents. To guide models to relevant RFCs, Cloudflare uses a dedicated agent to compact SHOULD and MUST statements into a dedicated JSON structure and enrich it with metadata that supports lazy discovery. Thus far, Cloudflare has developed a code reviewer agent, spec reviewer, and incident reviewer agent that all use the Codex.