When building offline-first apps, unbounded exponential retry logic can cause serious problems. Devices that stay offline accumulate hundreds of pending retry jobs. When connectivity is restored, all retries fire simultaneously, causing radio spikes and app freezes. The fix is implementing retry expiration so stale jobs are discarded rather than executed en masse.

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