Cost optimization begins with careful planning and architecture; relying solely on AI or Kubernetes won't solve inefficiencies. As companies navigate the complexities of multi-cloud environments, the importance of observability becomes clear—it's essential for understanding and managing costs. The shift to cloud has made some practices feel reckless, as the ease of spinning up resources can lead to budget overruns and unmonitored environments.