Scaling failures occur when a system, business, or process cannot handle increased demand, leading to crashes, bottlenecks, or degraded performance. It is used to identify weak points in architecture and growth strategies. Technology leaders, product managers, and operations teams benefit by preventing downtime, optimizing resources, and ensuring sustainable expansion under load.
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