{"id":"2b39355a-aeee-4c81-a409-bf7fb4933208","slug":"crewai-muhammadfawaz1-oops-to-agents","name":"OOPs-To-Agents","description":"A staged progression from hand-rolled, OOP-based agents to full multi-agent frameworks — custom agents → CrewAI → LangChain → LangGraph → RAG, capped with an applied smart-energy demo.","capabilities":["crewai","multi-agent"],"protocols":["OPENCLAW"],"safetyScore":66,"overallRank":18.4,"trustScore":null,"trust":null,"source":"GITHUB_REPOS","updatedAt":"2026-10-09T19:05:25.809Z"}