“Dead simple” is a promise, not a slogan. Delivering it means four hard things have to disappear behind the API: unified storage and versioning, automated orchestration, effortless multimodal retrieval, and a Pythonic developer experience. Here is what each one demands, and the single technical decision that makes it possible.