Kubernetes resource sizing and capacity planning

Data-Driven Kubernetes Migration: Why You Need Metrics Before You Move

“We want to migrate to Kubernetes by November.” It was September. The client was an e-commerce company. Their biggest sales event of the year — Black Friday — was in late November. I said no. They asked if I knew someone who might take it on anyway. I did. A fellow platform engineer — someone I respect, highly capable. I made the introduction, but warned him about the timeline. He took the engagement, documented the same concerns I had, got them signed off. The client proceeded anyway. ...

February 8, 2026 · 10 min read · Tom Meurs
ArgoCD GitOps deployment flow

ArgoCD for Beginners: Your First GitOps Deployment

GitOps changed how I think about deployments. Instead of running commands against a cluster, I push to Git and watch the cluster converge to the desired state. It sounds simple, but the implications are profound. ArgoCD is my tool of choice for GitOps. Let me show you why, and how to get started. Why GitOps? The Philosophy First Before diving into ArgoCD, let’s understand why GitOps matters. Traditional deployment: Developer → kubectl apply → Cluster The problem: What is deployed? You have to query the cluster. Configuration drift happens silently. Rollbacks are manual and error-prone. There’s no audit trail beyond “someone ran kubectl.” ...

March 16, 2025 · 6 min read · Tom Meurs