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	<title>Ken Sanderson &#8211; Noise</title>
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		<title>Introducing context-aware vulnerability discovery and remediation with Cloudflare Managed Defense and OpenAI Daybreak models</title>
		<link>https://noise.getoto.net/2026/09/04/introducing-context-aware-vulnerability-discovery-and-remediation-with-cloudflare-managed-defense-and-openai-daybreak-models/</link>
		
		<dc:creator><![CDATA[Ken Sanderson]]></dc:creator>
		<pubDate>Thu, 03 Sep 2026 21:03:02 +0000</pubDate>
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					<description><![CDATA[Use production traffic and security signals to prioritize findings, prepare edge mitigations when safe, and propose code patches. By combining WAF data with OpenAI Daybreak models, Vulnerability Discovery and Remediation helps teams identify and patch the most critical threats first.]]></description>
		
		
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