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(ThreadId, State) -> void
Serialize and write the complete state and execution pointer to a durable store at each superstep boundary.
Problem it solves
Long-running agentic workflows lack fault tolerance, auditability, and the ability to resume or rewind.
Consumes
The real projects this mechanism was found in. Attribution is the point — this is how the best teams actually do it.