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What Actually Breaks When Your App Gets Popular (System Design Evolution)

Comprehensive breakdown of failure modes when applications scale from a single server to millions of users — session traps, connection pool exhaustion, replication lag, cache stampede, synchronous HTTP bottlenecks, AI vector scaling, and the architectural judgment rubric based on JavaScript Mastery fundamentals.