A team pitched me the idea of using generative AI to optimize energy consumption, only to find the solution overkill. In his blog, Chip Huyen lists common pitfalls, from misusing generative models to ignoring evaluation metrics. Developers should audit necessity before deployment. Avoid the “everything is generative” trap and focus on real value.