LangGraph vs A2A for Agent Orchestration

LangGraph excels at internal graph control flow. A2A excels at inter-agent communication contracts across services and runtimes.

Decision shortcut

• Single runtime graph: start with LangGraph.
• Cross-service handoff: add A2A.
• Need strict tool schemas: pair with MCP.