🗄️ Databases & Backend

The Production Query Killer: How Test Speed Traps Ruin Real Databases

Everyone expects test-optimized queries to scale effortlessly to production. They don't. Here's why data volume turns winners into losers, with fixes that actually work.

Graph showing query execution plan shifting from test to production overload

⚡ Key Takeaways

  • Small tests hide volume-induced join failures like nested loops turning toxic.
  • Missing indexes mean full scans that explode with growth—profile plans religiously.
  • Bridge gaps with load testing and env parity; ignore hype, embrace chaos sims.
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Originally reported by dev.to

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