#operational-lessons

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fromMedium
2 days ago
Scala

Things that I Only Learned After Scaling: Non-Obvious Lessons from Production

Production systems reveal hidden scaling failures invisible in documentation: retries cause cascades, logs become bottlenecks, stateless services hide state, and partial failures require degraded-mode design.
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