NixOS vs Talos Linux for Kubernetes nodes comparison

NixOS vs Talos for Kubernetes Nodes: Two Flavors of Immutable Infrastructure

I’ve written about Talos Linux as the immutable Kubernetes OS, and I’ve compared Arch vs NixOS for workstations. One question keeps landing in my inbox after both: what about NixOS for the Kubernetes nodes themselves? It’s a fair question, because on paper these two look like siblings. NixOS and Talos are both declarative. Both can be immutable. Both put your configuration under version control. So why pick one over the other to run a cluster? ...

March 15, 2026 · 11 min read · Tom Meurs
Talos Linux immutable Kubernetes operating system

Talos Linux: The Immutable Kubernetes OS That Changed How I Think About Nodes

Here is how most of us run Kubernetes nodes. You install a general-purpose Linux distro, harden it with a CIS benchmark script, add an SSH key, set up a config management tool to keep drift in check, and then spend the next two years SSH-ing in to fix the things the config management tool didn’t catch. Every node is a little snowflake with its own history. We’ve accepted this as normal. ...

March 11, 2026 · 8 min read · Tom Meurs
Simulation, emulation, virtualization, and containers explained

Simulation, Emulation, Virtualization, and Containers: The Restaurant Metaphor

“So what’s the difference between a container and a virtual machine?” I get this question a lot, usually from someone smart who has been nodding along in meetings without quite wanting to admit they’re fuzzy on it. And the honest answer is that most explanations make things worse. They reach for “hypervisor,” “kernel sharing,” and “hardware abstraction” in the first sentence, and now the person has four new terms to be confused about instead of one. ...

February 23, 2026 · 8 min read · Tom Meurs
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