Brakeman vs DeepAudit
GitHub Stats
About Brakeman
Brakeman is a static analysis tool that scans Ruby on Rails application source code for security vulnerabilities. It requires no setup or configuration to run and does not need the application's dependencies to be installed. Brakeman checks for over 20 vulnerability types including SQL injection, cross-site scripting, command injection, mass assignment, unsafe redirects, and Rails-specific issues like unscoped finds and dangerous send calls. It produces detailed reports with confidence ratings and integrates into CI pipelines for continuous security scanning.
About DeepAudit
DeepAudit is a multi-agent AI system designed for deep code security auditing. Unlike traditional SAST tools that match patterns, DeepAudit uses multiple specialized AI agents that reason about code semantics, data flows, and trust boundaries. When it finds a potential vulnerability, it automatically generates and executes a proof-of-concept in a sandboxed environment to verify exploitability. The system has discovered 49 confirmed CVEs across 17 major open-source projects, demonstrating its ability to find vulnerabilities that human auditors and traditional tools miss.
Platform Support
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Brakeman only
DeepAudit only