Rightsizing and autoscaling Kubernetes workloads requires iterative measurement, policy enforcement, and monitoring to balance performance and cost.
Effective FinOps requires embedding cost accountability into development workflows and infrastructure decisions, not just improving visibility.
We use a mix of OCI registries, HTTP servers, and shared storage with workflow automation to distribute LLM models efficiently in production Kubernetes clusters.
Migrating from x86 to Graviton on EKS requires image architecture alignment, performance testing, and careful handling of external binaries.
VirtualKubelet bridges Kubernetes with external systems, enabling flexible pod scheduling without overcommitting cluster resources.
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