A comprehensive comparison of AI agent frameworks for 2026 including LangChain, LangGraph, AutoGen, and CrewAI, analyzing their orchestration paradigms, strengths, and use-case suitability. The article helps developers choose the right framework based on their application’s requirements for multi-agent coordination, tool use, and workflow design.