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      <title>Cloudflare Uses an AI Harness to Probe and Harden its WAF</title>
      <link>https://www.infoq.com/news/2026/10/cloudflare-sec-harness/?utm_campaign=infoq_content&amp;utm_source=infoq&amp;utm_medium=feed&amp;utm_term=DevSecOps-news</link>
      <description>&lt;img src="https://res.infoq.com/news/2026/10/cloudflare-sec-harness/en/headerimage/generatedHeaderImage-1791312164500.jpg"/&gt;&lt;p&gt;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.&lt;/p&gt; &lt;i&gt;By Matt Foster&lt;/i&gt;</description>
      <category>Application Security</category>
      <category>DevSecOps</category>
      <category>AI Security</category>
      <category>AI Harness</category>
      <category>Agentic AI Architecture</category>
      <category>AI, ML &amp; Data Engineering</category>
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      <pubDate>Wed, 07 Oct 2026 07:21:00 GMT</pubDate>
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      <dc:creator>Matt Foster</dc:creator>
      <dc:date>2026-10-07T07:21:00Z</dc:date>
      <dc:identifier>/news/2026/10/cloudflare-sec-harness/en</dc:identifier>
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