Cloudflare Uses an AI Harness to Probe and Harden Its WAF

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Posted on Wed Oct 7 2026 | 12:51 pm

Cloudflare placed frontier AI models inside a controlled testing harness to probe its Web Application Firewall (WAF), using blocked attacks as starting points for models to generate and refine new variations.

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