Adding VPA to HPA and Karpenter requires careful policy configuration, resource allocation adjustments.
Adding VPA to HPA and Karpenter requires careful policy configuration, resource allocation adjustments, and monitoring to avoid conflicts and ensure stability.
k3s is viable for lightweight production workloads with proper planning.
k3s is viable for lightweight production workloads with proper planning, though tradeoffs exist in scalability and ecosystem support.
kubectl create can generate valid manifests for learning and simple use cases but lacks scalability for complex production needs.
kubectl create can generate valid manifests for learning and simple use cases but lacks scalability for complex production needs.
Achieve zero downtime upgrades by combining namespace isolation, canary rollouts, and traffic shifting.
Achieve zero downtime upgrades by combining namespace isolation, canary rollouts, and traffic shifting, with practical steps and tradeoffs.
Enterprises waste GPU resources due to poor allocation and monitoring; here's how to fix it with practical Kubernetes strategies.
Enterprises waste GPU resources due to poor allocation and monitoring; here’s how to fix it with practical Kubernetes strategies.
Preventative maintenance, routine care, and repairs for Kubernetes & OpenShift clusters
I’m a Red Hatter working as a Solutions Architect, formerly a Senior Cloud Success Architect, with a focus on and passion for OpenShift and Ansible. Previous life? Cloud Advanced Technology Lead & Big Data Engineer for Lockheed Martin Space, IT/IS Data Center Manager for Lockheed Martin IS&GS, and Senior Infrastructure Designer/Administrator for the City of Gainesville & City of Alachua.
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