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Detect security vulnerabilities in AI-generated code

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ThorneShadowbane/ai-code-guard

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🛡️ AI Code Guard

Detect security vulnerabilities in AI-generated code before they reach production

AI coding assistants (GitHub Copilot, Claude, ChatGPT, Cursor) are revolutionizing development — but they can introduce security vulnerabilities that slip past code review. AI Code Guard scans your codebase for security issues commonly found in AI-generated code.

🎯 What It Detects

🚀 Quick Start

📊 Example Output

🔧 Configuration

Create .ai-code-guard.yaml in your project root:

📋 Rule Reference

🔌 CI/CD Integration

GitHub Actions

Pre-commit Hook

🧠 Why AI-Generated Code Needs Special Attention

AI coding assistants are trained on vast amounts of code — including insecure patterns. Common issues include:

This tool specifically targets patterns commonly introduced by AI assistants.

🤝 Contributing

Contributions are welcome! See CONTRIBUTING.md for guidelines.

Adding New Detection Patterns

📚 Research Background

This tool implements patterns identified in research on AI coding assistant security vulnerabilities. Key references:

📄 License

MIT License — see LICENSE for details.

🙏 Acknowledgments

Built with 🛡️ by security engineers who use AI coding assistants daily

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Detect security vulnerabilities in AI-generated code

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