Scalability, Performance, Latency, Throughput: The Core Trade-offs
Scalability and performance are not the same thing. This post builds a practical mental model for latency, throughput, and capacity, explains vertical vs horizontal scaling, and shows why most production design decisions are trade-offs between speed, cost, and reliability.