Blog

DevOps, infrastructure, migrations, and things I have learned the hard way.

• Building My Personal Documentation and AI Toolkit

  August 25, 2026aimcpagent-skillsdocumentationautomation

  How I designed two portable repositories for my documentation, AI skills, MCP servers, and automated workflows.

• The Kubernetes Migration Playbook

  May 20, 2025kubernetesawsmigrationdevops

  Most Kubernetes migrations fail not because of Kubernetes but because of underestimated operational complexity. Here is a realistic playbook based on doing this multiple times.

• Why GitOps Is Worth the Setup Cost

  March 12, 2025gitopskubernetesdevopsargocd

  GitOps adds upfront complexity, but the operational benefits compound quickly. Here is how to think about the trade-off and when it makes sense to adopt it.