Apptio

As organizations accelerate their adoption of AI and use of hybrid infrastructure, data center efficiency has become a direct constraint of business modernization and growth. Global demand for data center capacity is expected to triple by 2030, with nearly 70% of that demand being driven by AI workloads. At the same time, the rising cost […]

Managing an agent on a single Kubernetes cluster is usually straightforward. Managing that same agent across five, ten, or fifty clusters is where things get harder. When you need to roll out an agent update consistently across environments, manual installs can be difficult to audit, prone to drift, and time consuming to repeat. That challenge […]

Introduction Over-provisioned containers are one of the quietest budget leaks in Kubernetes. Pods requesting 512Mi of RAM but using 20Mi. CPU requests of 500m with actual consumption around 10m. Multiply that across dozens of deployments and the waste adds up fast. In our previous post, GitOps with IBM Kubecost: API-Driven Rightsizing, we showed how to […]