Durable agent execution moves from chat turns to persistent workflows
Production agents need continuity, recovery, and approval points. LangGraph documents checkpointers, stores, thread IDs, and resumable execution as core primitives for moving from demos to operations. Its interrupt model also gives teams a practical way to pause a run, request human input, and then resume from a known state.
Agent summary When evaluating agent runtimes, check for thread-scoped checkpoints, long-term stores, resumable interrupts, fault tolerance, and human approval flows.
durable-executionpersistencehuman-in-the-loopruntime