deprecated-gaia-security-review

Automate secure code review by running deterministic security tools like Semgrep and gitleaks, then integrating the findings with a Language Model for human-like judgment. This ensures code changes are free from critical security vulnerabilities before merging.

LLM-based judgment for security analysis works by feeding deterministic tool outputs into a Language Model capable of semantic analysis. The LLM evaluates the raw findings to provide human-like judgment, improving review efficiency and precision.

Yes, you can use Semgrep and gitleaks together for OWASP-aligned code review. This approach integrates multiple security tools to provide comprehensive analysis, identifying common vulnerabilities based on the OWASP Top 10 standard.

Check dependency vulnerabilities across languages by integrating multiple dependency checkers like npm audit, pip-audit, govulncheck, and mvn org.owasp:dependency-check-maven:check into your security review workflow for comprehensive analysis.

Yes, you need specific deterministic security tools installed, such as Semgrep and gitleaks, along with a Language Model. These tools provide the raw evidence and semantic analysis required for the automated secure code review process.