Google uses AI agents to review its own code for vulnerabilities
Google is now using AI agents to scan and patch vulnerabilities in its own codebase before the code is deployed. The system reviews each change in real-time and is integrated into the developer workflow, preventing hundreds of vulnerabilities monthly. The approach uses advanced threat models matched to specific code contexts and has reduced false positive rates to around 3% in some cases.
- AI agents scan all code changes pre-deployment
- Hundreds of vulnerabilities prevented monthly
- Threat models are tailored to code context
- False positives reduced to roughly 3%
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