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Google disclosed PageBreak, an internal AI agent that autonomously finds exploitable vulnerabilities in its own web apps. Built on Gemini, it validates each bug with a working exploit, yielding a near-zero false-positive rate. It has uncovered over 500 XSS flaws since a November 2025 pilot. Google plans to pair it with CodeMender, its automated bug-fixing agent.
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