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July 21, 2026·Source

CodeMender (Preview)

Google's security agent that finds vulnerabilities in a codebase, proves they are exploitable, and writes fixes, for teams on Google Cloud.

Details

  • Scans a codebase, then tries to exploit each vulnerability it finds inside an isolated sandbox, so what reaches the report is confirmed rather than suspected
  • Writes and tests a fix for each confirmed vulnerability, with a second model checking that the change does not break how the code behaves
  • Covers C and C++, Go, Java, Python, Ruby, Rust, and TypeScript
  • Available in preview through the Gemini Enterprise Agent Platform, or inside AI Threat Defense where Wiz orchestrates it, and connects to CI/CD pipelines, VS Code, and Antigravity
  • The version built on Gemini 3.5 Flash Cyber is limited to a small set of governments and trusted partners for now, with wider access planned

Best for

getting a list of vulnerabilities that have already been confirmed as exploitable instead of a pile of maybes to triage

When to use it

a security backlog has grown past what the engineering team can work through by hand

Who benefits

security and platform engineering teams already running on Google Cloud

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