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Recent Posts

Practical Rightsizing and Autoscaling for Kubernetes Workloads

June 19, 2026

Operationalizing Finops: Behavior Change over Dashboards

June 18, 2026

Model Distribution in Kubernetes: Practical Approaches and Pitfalls

June 17, 2026

Migrating Eks Workloads to Graviton: Practical Steps and Tradeoffs

June 16, 2026

Virtualkubelet in Production: When and Why It Fits

June 15, 2026
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Practical Rightsizing and Autoscaling for Kubernetes Workloads

Rightsizing and autoscaling Kubernetes workloads requires iterative measurement, policy enforcement.

June 19, 2026 JR

2 minute read

Rightsizing and autoscaling Kubernetes workloads requires iterative measurement, policy enforcement, and monitoring to balance performance and cost.

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    • Kubernetes
    • Security
    • DevSecOps

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Operationalizing Finops: Behavior Change over Dashboards

Effective FinOps requires embedding cost accountability into development workflows and infrastructure decisions.

June 18, 2026 JR

2 minute read

Effective FinOps requires embedding cost accountability into development workflows and infrastructure decisions, not just improving visibility.

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    • Kubernetes
    • Security
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Model Distribution in Kubernetes: Practical Approaches and Pitfalls

We use a mix of OCI registries, HTTP servers.

June 17, 2026 JR

2 minute read

We use a mix of OCI registries, HTTP servers, and shared storage with workflow automation to distribute LLM models efficiently in production Kubernetes clusters.

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    • Kubernetes
    • Security
    • DevSecOps

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Migrating Eks Workloads to Graviton: Practical Steps and Tradeoffs

Migrating from x86 to Graviton on EKS requires image architecture alignment, performance testing.

June 16, 2026 JR

2 minute read

Migrating from x86 to Graviton on EKS requires image architecture alignment, performance testing, and careful handling of external binaries.

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    • Kubernetes
    • Security
    • DevSecOps

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Virtualkubelet in Production: When and Why It Fits

VirtualKubelet bridges Kubernetes with external systems.

June 15, 2026 JR

2 minute read

VirtualKubelet bridges Kubernetes with external systems, enabling flexible pod scheduling without overcommitting cluster resources.

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    • Kubernetes
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Hugo Future Imperfect

OpenShift & Kubernetes Mechanic

Preventative maintenance, routine care, and repairs for Kubernetes & OpenShift clusters

Recent Posts

Practical Rightsizing and Autoscaling for Kubernetes Workloads

June 19, 2026

Operationalizing Finops: Behavior Change over Dashboards

June 18, 2026

Model Distribution in Kubernetes: Practical Approaches and Pitfalls

June 17, 2026

Migrating Eks Workloads to Graviton: Practical Steps and Tradeoffs

June 16, 2026

Virtualkubelet in Production: When and Why It Fits

June 15, 2026
View more posts

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About

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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