Prologue I know all the stuff I am doing. I’ve done it hundreds of times before. So why bother doing the same boilerplate again and again? Why not off-load it to AI and invest my cognition and time into something better? That’s what I told myself just a year ago, in mid-June 2025. It’s a set of observations about what quietly breaks both technically and mentally when AI is introduced into … Read More

Note: For those interested in the broader implications of running AI models in browsers, I recommend exploring the transformers.js documentation and the Hugging Face model hub. This article focuses on the practical engineering challenges of implementing client-side machine learning. Web developers often treat AI as a black box that requires server infrastructure, GPU clusters, and complex … Read More