Cloudflare Uses an AI Harness to Probe and Harden Its WAF

Cloudflare is now using frontier AI models within a specialized testing environment to identify vulnerabilities in its Web Application Firewall. By analyzing previously blocked threats, the system automatically generates and refines new attack variations to strengthen the firewall's defensive capabilities against evolving cyber threats.