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Core Concept: Leader Election via Consensus

It's not agreeing on a transaction that's often the most expensive consensus operation in a distributed system, it's agreeing on who gets to decide . …

distributedsystemsconsensusleaderelectionkafka
Dev.to Jul 5, 2026, 06:04 UTC
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Our service discovery caught its own failure and switched itself off

We had a three-replica cluster that kept disagreeing with itself. Background jobs ran two and three times over. The answer wasn't in the logs; it was …

authdistributedsystemsclusteringleaderelection
Dev.to Jul 1, 2026, 23:13 UTC
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APScheduler's Advisory Lock Failure: My Solo VM's Scheduler Died Permanently

APScheduler's Advisory Lock Failure: My Solo VM's Scheduler Died Permanently It started with a user report: "Content engine auto-publishing should put…

schedulerpostgresadvisorylockleaderelection
Dev.to Jun 5, 2026, 03:23 UTC

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