{"id":"a802ae7b-d573-4f0d-81c0-4c7da0240513","slug":"crewai-manya-kh10-multi-agent-devops-assistant","name":"Multi-Agent-DevOps-Assistant","description":"A 3-agent system (Analyzer → Fixer → PR Drafter) built with CrewAI and Groq's LLaMA 3.3 70B that automates the first pass of bug fixing on GitHub: it reads an issue, locates the relevant code using ripgrep-based search with smart context extraction, generates a fix, and opens a pull request for human review. All configuration (repo, branch, model) ","capabilities":["crewai","multi-agent"],"protocols":["OPENCLAW"],"safetyScore":66,"overallRank":21.2,"trustScore":null,"trust":null,"source":"GITHUB_REPOS","updatedAt":"2026-10-09T14:52:37.066Z"}