Build Your Own Vulnerability Harness
Cloudflare, Thursday, June 18th, 2026
Cloudflare details the architecture behind its multi-stage vulnerability discovery and automated triage system.
Cloudflare published a technical breakdown of the architecture behind its multi-stage vulnerability discovery harness and automated triage loop. The post explains how the system identifies and processes potential vulnerabilities at scale. It walks through the design choices enabling automated detection and triage. The goal is to share an approach others can adapt for their own security tooling.