I Revived My Broken MacBook Into My Own Personal Cloud
June 14, 2026KubernetesHomelabSelf-Hosted
How I turned my broken MacBook Pro into a self-hosted Kubernetes cluster for my own AI chat and file sync, creating a personal cloud
Hi, I'm Mats
Computer science nerd that has been programming for 15 years, with a master's degree in big data and why machine learning applications fail to deliver.
This is where I write about and explore new ideas within AI, ML and tech.
Smoke Testing for ML Pipelines
August 18, 2025ML TestingCI/CD
When working on machine learning pipelines, most bugs aren’t about bad models — they’re about broken plumbing.
Evaluating AI Models in Production
September 24, 2023AIMLEvaluation
Knowing the performance of an AI model is key to confidently delivering superior AI products. As such, it's common practice for supervised learning models to set aside a specific dataset for evaluation during the training phase of our model.
Understanding the chaotic landscape of MLOps
March 01, 2023MLOpsComponents
Navigating the landscape of MLOps can be an overwhelming task. There are thousands of tools to explore, and understanding which problem each tool tackles can take time to grasp.