When Pretty Pictures Break Production: The Costly Anti-Patterns of AI Image Workflows

Mar 4 · 6 min read · Post-mortem: the moment the prototype stopped being useful The demo looked flawless: a set of marketing images, cleaned and upscaled, ready for launch. Three weeks later the site showed broken thumbnails, inconsistent lighting across ad crea...