
Google's PageBreak AI Discovers 500 Critical Web App Vulnerabilities
Google's internal AI security agent PageBreak discovered over 500 cross-site scripting (XSS) vulnerabilities in the company's own web applications throughout 2026. The AI-powered tool, developed by Google's Product Security team, uses autonomous vulnerability discovery combined with deterministic validation to minimize false positives. PageBreak identified critical flaws including cache poisoning in apis.google.com, XSS in admin.google.com, and insecure external handshakes in browser extensions, all of which have been remediated. This incident highlights the growing trend of organizations using AI for offensive security testing and the critical importance of continuous security validation in enterprise applications, especially as AI-driven development accelerates and attack surfaces expand.
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