
Cisco Principal Engineer's Fix for AI Code Security
From The AI Native Dev - from Copilot today to AI Native Software Development tomorrow by Tessl
February 25, 2026 · 34 min · Season 1 · Episode 94
About this episode
John Groetzinger discusses CodeGuard, a security skills layer for AI coding agents that improves code security.
Your AI coding agent learned from millions of lines of code, including insecure ones. That means by default, it can write vulnerable code too. So how do you fix that? John Groetzinger, Principal Engineer at Cisco, built CodeGuard, a security skills layer that teaches coding agents how to write and review code securely. He tested it against real scenarios. The result: 84% success rate vs 47% baseline. Nearly 2× improvement. In this episode we get into: how CodeGuard workswhy Cisco open sou...
People in this episode
Host: Tessl
Guest: John Groetzinger
Topics covered
- AI code security
- vulnerable code
- CodeGuard
- software development
- Cisco
Keywords
- AI coding agent
- code security
- vulnerable code
- CodeGuard
- Cisco
- software development
- success rate
Mentioned in this episode
Organizations: Cisco
Products: CodeGuard
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