# Security Review Agents

Combined seven scanning tools with eight specialist AI reviewers to investigate security findings and filter noise before issues reach engineers.

Source: https://www.iamfern.com/projects/security-review-agents

Role: Architect & Engineer

Contribution: Original specialist orchestration, finding review, and issue integration around existing scanning tools.

## architecture

- Seven static analysis and dependency tools run before model analysis.
- Eight CWE-scoped agents review distinct security domains.
- A judge considers reachability, existing controls, and test context before findings are filed.

## Results & scale

- Seven deterministic scanning tools
- Eight specialist agents with an 80% default confidence gate

## stack

- LangGraph
- Python
- Semgrep
- Bandit
- GitHub