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techMEDIUM2026-04-21 13:05 UTC

I Froze a TCP Connection for 10 Minutes and Migrated It to Another Server

Spot instances are 80% cheaper, but AWS kills them with a 2-minute warning. If you are running stateless web requests, that’s fine. But if you are running modern LLM reasoning workloads—where a single request can take minutes to process—a 2-minute warning is a death sentence. Losing a node means los

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