LangGraph builds the agent. AgentCore runs it.

LangGraph and Bedrock AgentCore are not competitors, they sit at different layers. The six things you design in an agent (state, nodes, edges, routing, loops, checkpoints), who owns each, and why the compute layer dictates how hard your checkpointer works.