# Google introduces Carbon for cyber for vulnerability discovery and code repair

> Original title: — Scale autonomous vulnerability discovery & code repair

- Source: Google for Developers
- Published: 2026-11-10T16:28:14.000Z
- Bad Influence: https://badinfluence.news/items/j104vz6wgjmpg8e5xeuhqadc7
- Original: https://x.com/googledevs/status/2120191815332798659

## Summary

Google introduces Carbon for cyber, which audits large codebases to trace hidden logic flaws, verify whether bugs are exploitable, and generate root-cause code patches. Google says it includes stronger defenses against indirect prompt injection when running multi-step agents. Cybersecurity defenders can apply to the Fairwind Program for rolling access.

## Post

— Scale autonomous vulnerability discovery & code repair

For cyber defenders, Carbon for cyber can audit large codebases to trace hidden logic flaws, verify whether a bug is actually exploitable, and generate clean code patches to fix the root cause. It’s also built with stronger defenses against indirect prompt injection when running multi-step agents.

To access Carbon for cyber, cybersecurity defenders can apply to join the Fairwind Program for rolling access: https://deepmind.google/fairwind-program/