CodeGuard: AI-Powered Open Source Security Scanner for DevSecOps

CodeGuard: Open Source AI Security Scanner for Developers and SecOps Teams

CodeGuard is an open-source, AI-powered security scanner that analyzes code for vulnerabilities instantly. It addresses the reality that 95% of security breaches stem from existing code flaws rather than sophisticated zero-days.

Why This Matters

In high-velocity development environments, security reviews often lag behind production cycles, and enterprise-grade tools frequently carry price tags exceeding $50,000 per year. This creates a technical debt where common vulnerabilities like SQL injection and hardcoded credentials persist in codebases until exploitation occurs.

Key Insights

• 95% of security breaches result from existing code vulnerabilities rather than zero-day attacks.
• CodeGuard identifies 30+ vulnerability types, including RCE, SSRF, and path traversal, using AI-assisted analysis.
• Findings are mapped to real CVEs from the NIST NVD to provide standardized severity scoring.
• Red Team Simulation provides 8 threat actor profiles, such as APT28 and the Lazarus Group, to view code through an adversary’s lens.
• Integration with GitHub PRs allows for automated comments on vulnerabilities before code merges into the main branch.

Practical Applications

• Startup CTOs use the policy engine to enforce PCI DSS and SOC 2 compliance standards without a dedicated SecOps team. Pitfall: Misconfiguring custom policies can lead to false negatives in security audits.
• SecOps engineers utilize Red Team simulations to identify how groups like FIN7 might exploit specific API endpoints. Pitfall: Over-reliance on simulated profiles may overlook unique, non-patterned attack vectors.

References:

• https://github.com/collins73/cyberscan
• https://cyber-security-code-scan.base44.app