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run_goal gates each tool observation with a workflow variable (agent_tool_<turn>_<i>). A crash between a side-effecting tool returning and its gate write can re-run it. Proper fix: scoped sub-step/child-context in DurableContext isolating checkpoint namespaces, or idempotency keys in tools.
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