DevOps & Infrastructure
Why Your Kubernetes Cluster Can't Save You From a Broken Database
You've containerized everything, spun up Kubernetes, and watched your stateless API tier scale beautifully. Then traffic doubles and your database CPU hits 99%—and stays there. The pods multiply uselessly. Welcome to Amdahl's Law in production.