In 2010, scaling a web application often meant one thing: buy a bigger server. Today, that idea sounds almost quaint. Modern scalable software architecture no longer revolves around hardware upgrades alone. Instead, it relies on distributed systems, cloud-native design, API-first thinking, and continuous delivery pipelines that evolve in real time. In other words, scalability is…