# Google's AI agents now fix code vulnerabilities automatically

> The Fairwind Program combines AI agents with advanced cyber models to patch security flaws in minutes instead of weeks.
- Title: Google's AI agents now fix code vulnerabilities automatically
- Summary: The Fairwind Program combines AI agents with advanced cyber models to patch security flaws in minutes instead of weeks. AI-powered autonomous defense systems…
- Keywords: google, fairwind program, codemender, gemini 3.8 flash cyber, google cloud, google deepmind, john four flynn, cybersecurity, ai agents, autonomous remediation, vulnerability patching, self-healing software
- Source: Cloud Wars — https://cloudwars.com/ai/ai-vs-ai-googles-push-toward-autonomous-cyber-defense
- Author: Kieron Allen
- Published: 2026-09-18T15:00:00+00:00
- Read time: 1 min
- Topics: google, fairwind program, codemender, gemini 3.8 flash cyber, google cloud, google deepmind, john four flynn, cybersecurity, ai agents, autonomous remediation, vulnerability patching, self-healing software
## Self-healing software has evolved
From automated recovery in the 1990s to automated bug fixes in the 2000s, software has been fixing itself for decades.
## CodeMender uses AI to patch code
Google's CodeMender uses Gemini-powered agents to find vulnerabilities, generate patches, validate them, and self-correct when needed.
## Fairwind is for trusted partners only
The program gives 650+ Google Cloud customers, government agencies, and cybersecurity partners access to advanced AI cyber defense tools.
## Patches deploy in minutes, not weeks
Gemini 3.8 Flash Cyber powers AI agents that find, verify, and fix vulnerabilities with deployment-ready patches in minutes.

> Instead of taking weeks to manually fix vulnerabilities, defenders can now generate verified, deployment-ready patches in minutes
## Access is restricted for safety
The model could exploit vulnerabilities if misused, so participants must limit access to security teams and use multi-factor authentication.
## AI will fight AI in cyber warfare
As attackers deploy agentic AI at scale, only autonomous AI defense systems can counter agents intent on causing cybersecurity chaos.

> the only thing that can combat an agent intent on wreaking cybersecurity chaos is another one intent on preventing it from achieving its goals
## Key takeaway

AI-powered autonomous defense systems can now detect, verify, and patch code vulnerabilities in minutes rather than weeks.