System Design · Sub-topic

Failure & scale

What breaks first under load, and why.

  1. Guide

    Backend Under Load: Eight Failure Modes

    A system design interview field guide to how backends actually degrade — connection pool saturation, cache stampedes, lock contention, hot partitions, slow queries, network bottlenecks, and GC pauses — plus how they cascade into each other in a real incident.

    ~22 min read · 3+ YOE · 8 diagrams

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