As AI-generated content proliferates, distinguishing high-quality technical writing from machine-produced 'slop' has become a critical skill for developers and engineers. This article deconstructs the tell-tale signs of AI-generated articles, from clickbait titles and generic images to implausible claims and impossible author productivity.