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1.58 million readings, paged by a generated fake of the list API that honours the edge and lower-bound filters, with a server error, a timeout and an hour-long rate limit injected. Pins that the backfill completes over several slices, imports every reading exactly once without rewriting a row, lets the hourly sync run between and beside slices, writes one log event per slice with its requests and edges, and keeps the heap flat across the history under the production heap ceiling.