Part 2 of our Azure URL shortener series explores the critical architectural decisions that determine whether your system scales gracefully or collapses under load. We’ll compare Azure App Service vs Kubernetes, dive into why SQL databases often beat NoSQL for URL shorteners, and design a multi-tiered caching strategy that can handle millions of redirects per second.