The State Contract: Why LangGraph and Microsoft Agent Framework Diverge on Agent Design

The fundamental difference between leading agentic frameworks lies in how they handle state persistence and schema definition during human-in-the-loop interruptions. Choosing between LangGraph's rigid design-time schema and Microsoft Agent Framework's flexible runtime approach will determine the long-term maintainability of your AI architecture.