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Recent Posts

Start with Inference Workloads and Observability in Aks

August 12, 2026

Cloud-native Architecture and Farming: Resilience Through Shared Principles

August 11, 2026

Transitioning from Kubernetes to Slurm: a Pragmatic Approach

August 10, 2026

Revitalizing Underused Kubernetes Clusters with Free Oss

August 9, 2026

Kubernetes Deployments Use Replicasets for Controlled Rollouts and Rollbacks

August 8, 2026
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Start with Inference Workloads and Observability in Aks

Focus on running and observing AI inference workloads in AKS to build practical skills in GPU scheduling, model serving.

August 12, 2026 JR

2 minute read

Focus on running and observing AI inference workloads in AKS to build practical skills in GPU scheduling, model serving, and cost management.

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    • Kubernetes
    • Security
    • DevSecOps

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Cloud-native Architecture and Farming: Resilience Through Shared Principles

Running a small farm and architecting a cloud-native stack both require meticulous planning, resilience.

August 11, 2026 JR

2 minute read

Running a small farm and architecting a cloud-native stack both require meticulous planning, resilience, and continuous adaptation to thrive under unpredictable conditions.

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    • Kubernetes
    • Security
    • DevSecOps

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Transitioning from Kubernetes to Slurm: a Pragmatic Approach

When shifting from Kubernetes to Slurm, prioritize workload assessment, tooling integration.

August 10, 2026 JR

3 minute read

When shifting from Kubernetes to Slurm, prioritize workload assessment, tooling integration, and phased migration to minimize disruption.

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    • Kubernetes
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Revitalizing Underused Kubernetes Clusters with Free Oss

Free OSS tools can breathe life into underused Kubernetes clusters.

August 9, 2026 JR

2 minute read

Free OSS tools can breathe life into underused Kubernetes clusters, but success hinges on aligning tooling with operational realities and constraints.

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    • Kubernetes
    • Security
    • DevSecOps

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Kubernetes Deployments Use Replicasets for Controlled Rollouts and Rollbacks

Kubernetes Deployments manage ReplicaSets instead of Pods to enable rolling updates, rollbacks.

August 8, 2026 JR

3 minute read

Kubernetes Deployments manage ReplicaSets instead of Pods to enable rolling updates, rollbacks, and version control through a layered architecture.

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    • Kubernetes
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    • DevSecOps

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OpenShift & Kubernetes Mechanic

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

Recent Posts

Start with Inference Workloads and Observability in Aks

August 12, 2026

Cloud-native Architecture and Farming: Resilience Through Shared Principles

August 11, 2026

Transitioning from Kubernetes to Slurm: a Pragmatic Approach

August 10, 2026

Revitalizing Underused Kubernetes Clusters with Free Oss

August 9, 2026

Kubernetes Deployments Use Replicasets for Controlled Rollouts and Rollbacks

August 8, 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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