2026 AI agent frameworks compared: LangGraph vs CrewAI vs Microsoft Agent Framework vs Pydantic AI
Five agent frameworks hit production maturity by mid-2026: LangGraph 1.0, CrewAI, Microsoft Agent Framework 1.0, Pydantic AI V2 and LlamaIndex Workflows 1.0. Here is how to choose by your dominant constraint.