[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"$fULEtBXhBhIHX8xUA3oc4ZVgC2XGLo2oAEwhCNSNsncM":3},{"article":4,"iocs":44},{"id":5,"title":6,"slug":7,"summary":8,"ai_summary":9,"brief":10,"full_text":11,"url":12,"image_url":13,"published_at":14,"ingested_at":15,"relevance_score":16,"entities":17,"category_id":27,"category":28,"article_tags":31},"46d7a3fb-9698-4557-8f7a-dd41e7de9d16","Google's PageBreak AI Agent Finds 500 Flaws in Its Web Apps","google-s-pagebreak-ai-agent-finds-500-flaws-in-its-web-apps-d39692","The situation illustrates a trend toward using AI and deterministic validation to identify flaws and exploitability, and provide a risk assessment.","Google has developed an AI agent named PageBreak, which has successfully identified more than 500 vulnerabilities within the company's own web applications. This development highlights a growing trend of leveraging AI and automated validation techniques to detect flaws, assess exploitability, and provide risk evaluations for software.","Google's PageBreak AI agent discovered over 500 vulnerabilities in its own web applications.",null,"https:\u002F\u002Fwww.darkreading.com\u002Fapplication-security\u002Fgoogle-pagebreak-ai-agent-500-flaws-web-apps","https:\u002F\u002Feu-images.contentstack.com\u002Fv3\u002Fassets\u002Fblt6d90778a997de1cd\u002Fblt9aa52673d7bb1596\u002F6ac4ea88db91d789256c460d\u002Fworking-with-AI-agents-ImageFlow-shutterstock.png?width=720&quality=80&disable=upscale","2026-10-06T17:56:29+00:00","2026-10-06T20:00:15.102218+00:00",7,[18,21,24],{"name":19,"type":20},"PageBreak","product",{"name":22,"type":23},"Google","vendor",{"name":25,"type":26},"AI","technology","80544778-fabb-4dcd-aa35-17492e5dcf4f",{"id":27,"icon":11,"name":29,"slug":30},"Vulnerabilities","vulnerabilities",[32,37,39],{"category":33},{"id":34,"icon":11,"name":35,"slug":36},"02371804-cf6d-4449-98de-f1a2d4d9b266","Tools","tools",{"category":38},{"id":27,"icon":11,"name":29,"slug":30},{"category":40},{"id":41,"icon":11,"name":42,"slug":43},"839da5c1-3c34-47e2-9499-f7201640e3ac","AI Security","ai-security",[]]