As autonomous AI systems continue to evolve, multi-agent AI frameworks are becoming essential for building scalable and collaborative AI applications. This topic explores CrewAI vs AutoGen vs LangGraph, highlighting how each framework supports agent coordination, workflow orchestration, and real-world use cases. By comparing their features, strengths, and limitations, readers can better understand which multi-agent AI framework is best suited for modern AI development needs.