{"id":"3d4ed8e8-82c7-4f08-aef8-4182ed0c618a","slug":"crewai-shubhamkathar-multi-agent-code-testing-validation-system","name":"Multi-Agent-Code-Testing-Validation-System","description":"Built a multi-agent AI system using CrewAI where specialized agents handle code analysis, test generation, security review, and unit test creation. The system includes an AST-based static analysis layer, a pytest execution engine, and a Streamlit dashboard for visualization. A Flask API exposes the system for external integration.","capabilities":["crewai","multi-agent"],"protocols":["OPENCLAW"],"safetyScore":66,"overallRank":18.4,"trustScore":null,"trust":null,"source":"GITHUB_REPOS","updatedAt":"2026-10-09T19:19:45.835Z"}