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The Business Case for LangGraph Checkpoints: Agents That Survive a Restart

· 9 min read
Vadim Nicolai
Senior Software Engineer

The most expensive component in an agent is not the model. It is the record you decided not to write. LangGraph's answer is a checkpointer compiled into the graph and keyed by the run's thread id, saving graph state between steps so a restarted run resumes from its last checkpoint instead of starting again (LangChain docs, persistence).