Challenge 2: Diagnose a Lost Job — Possible Solution ==================================================================== WHY THIS HAPPENED: BLPOP removes an entry from the list the MOMENT it's delivered to a worker — not after the worker finishes processing it, but immediately upon being popped. Once that job left the list, Redis has no further record of it at all: no "this job was handed out but not yet confirmed done" state exists for a plain list queue. When the worker crashed mid-processing, the job wasn't sitting anywhere waiting to be retried — it had already been permanently removed from the list the instant BLPOP returned it, so there was nothing left to reassign to another worker. WHAT WOULD HAVE PREVENTED IT: a Redis Stream with a consumer group, using XREADGROUP instead of BLPOP. Reading via a consumer group does NOT remove the entry from the stream — it marks the entry as "delivered to this specific worker but not yet acknowledged" (visible via XPENDING). Only an explicit XACK call, made after the worker successfully finishes processing, actually marks the entry as done. If the worker had crashed before calling XACK, the entry would remain in the pending list, and another worker (or the same one after restarting) could use XCLAIM to reclaim and finish it — exactly the crash-recovery capability a plain BLPOP-based list queue never had.