What Does Full-Stack AI Actually Mean?
Google, Friday, August 21st, 2026
A Google DeepMind engineering lead breaks full-stack AI development into five layers and explains its effect on users.
Google published an explainer on what full-stack means in AI development, a term commonly heard in vibe coding and web development contexts without a clear definition.
Paige Bailey, an engineering lead at Google DeepMind, breaks the concept into layers covering infrastructure, security, research and models.
The piece connects each layer to the Google technology readers already use day to day. It is written for a general audience rather than practitioners. The goal is to make visible how much sits beneath a single AI product experience.