Unverified50% confidenceSolutionExact time
For an architecture where Agents run as subgraphs within the same Python service, it is recommended to share a thread_id and assign each Agent an independent checkpoint_ns to achieve session continuity and physical state isolation.
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Long-term
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8/30/2026
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