Why Scaling AI Models Is Nothing Like Scaling a Normal Web App

The assumptions that no longer hold If you have ever deployed a web app on Kubernetes, you probably know the drill: traffic goes up, CPU goes up, you add more pods, done. Easy. Now try that with a lar