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, and their biggest sales event of the year was Black Friday, 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 and rate highly. 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
K8sGPT with local LLM on Apple Silicon

K8sGPT with a Local 70B Model on Apple Silicon

Every vendor pitch deck right now has the same slide. “Autonomous cluster management.” An AI watches your Kubernetes cluster, spots problems, diagnoses them, and fixes them while you sleep. Platform engineers get to stop firefighting and the cluster heals itself. I run a homelab specifically because I want to understand what’s actually happening, not trust a black box. So when I see a claim like that, my first instinct is to test it myself rather than believe the slide. ...

February 5, 2026 · 11 min read · Tom Meurs
Privacy in the age of mass surveillance

Why Privacy Matters More Than Ever

Here is the normal we have all quietly accepted. You wake up, your phone has already logged where you slept. You check email on Gmail, search something on Google, message a friend on WhatsApp, pay for coffee with a card, and walk past a dozen cameras before lunch. None of that feels like surveillance. It feels like Tuesday. I want to walk you through why that Tuesday looks very different in 2026 than it did even five years ago, and why I think the comfortable version of privacy (“I have nothing to hide”) has quietly stopped being true. Three things are happening at once, and the combination is what should worry you, not any one piece on its own. ...

February 2, 2026 · 9 min read · Tom Meurs
Hardware ownership economics visualization

The Hardware Ownership Paradox: When Sovereignty Gets Expensive

In my previous post about self-hosting for everyone I painted a hopeful picture: managed self-hosting where anyone can own their data. I glossed over something that bugs me. Hardware costs money, and the maths works out very differently depending on whether you’re a business or a person. So let me lay out two rules that both sound completely reasonable. Then watch them collide. Rule One: Own Your Hardware This is the whole point of sovereignty. You buy the box, you run the box, nobody can pull your data out from under you. As I argued in Sovereign Infrastructure, I want to understand and control what I run. Renting that from someone else reintroduces exactly the dependency I’m trying to escape. ...

January 30, 2026 · 8 min read · Tom Meurs
Self-hosting infrastructure visualization

Self-Hosting for Everyone: A Vision for Digital Agency

Here is how most people store their digital lives in 2026. Photos go to Google. Email goes to Gmail. Documents go to whatever cloud came bundled with the phone. Passwords sit in a browser owned by an ad company. Every byte lives on someone else’s server, governed by terms nobody read, in a jurisdiction nobody checked. We hand it all over and we call it normal, because the alternative looks like a second job. ...

January 27, 2026 · 8 min read · Tom Meurs