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Tagged distributed-systems

2 pieces

  • October 6, 2026 · 7 min read

    Two Postgres Queues, Opposite Failures, Same Drill: Know Which Way Yours Breaks

    Kill a worker mid-job and the two most common database-backed job queues behave in opposite ways. One re-runs the job after a fixed interval whether the worker is alive or dead, which duplicates work on a slow task. The other holds a dead worker's job for hours, which stalls it. Neither default is wrong, and inheriting one without knowing which you have is how a queue becomes an outage.

  • September 25, 2026 · 7 min read

    Bound the Concurrency or Your Latency Problem Becomes a Refusal

    Running independent calls concurrently is the right instinct, and unbounded concurrency converts a slow path into a failing one. Without a ceiling, a wide request exhausts connection pools and trips provider rate limits under exactly the load where it matters most. With a ceiling, the same load produces a slower response that still completes. Turning a failure mode into a latency mode is almost always the correct trade in a user-facing path.

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