CodeMender

Google says its PageBreak security agent, which uses Gemini models, has uncovered more than 500 XSS vulnerabilities across its web applications since entering full operation in January. Findings reach product teams only after deterministic validators reproduce the exploit, which Google says yields a near-zero false-positive rate.