Cloudflare launches OpenAI-powered vulnerability defense tied to live traffic

Matthew Prince's latest security bet uses GPT-5.6 Cyber to rank findings, propose patches and prepare WAF rules, with humans approving every change.

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Primary source: The Cloudflare Blog

Why it matters

Cloudflare is turning its edge telemetry into the context AI code scanners lack. If the checks hold up, its network becomes both the place that finds exposure and the fastest place to contain it.

A security analyst in a control room watches a holographic screen displaying live network traffic, highlighted vulnerabilities, and proposed solutions.

Cloudflare, co-founded by Matthew Prince (@eastdakota), launched invitation-only early access to Vulnerability Discovery and Remediation on September 3rd that inspects customer-authorized code, connects vulnerabilities to production traffic and proposes both software patches and temporary firewall rules.…

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