LangGraph, CrewAI, or raw A2A - this is what I learned actually running multi-agent orchestration in production and not in a notebook

Reddit r/AI_Agents Tools

Summary

The author shares practical lessons learned from deploying multi-agent orchestration frameworks (LangGraph, CrewAI, and A2A) in production, contrasting with simple notebook experiments.

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LangGraph in Small Pieces: Building AI Agents from Blocks to Production

Reddit r/AI_Agents

A free online book, 'LangGraph in Small Pieces,' teaches building AI agents from fundamentals to production using real local-model runs, hands-on challenges, and a public GitHub repo. It covers state, nodes, tool calling, MCP, streaming, RAG, observability, and deploys, pinned to LangGraph 1.2.14.