How We Built AI Agents Into a Headless CMS

Most AI features in a CMS are cosmetic. Autocomplete here. A "generate with AI" button there. Useful, sure, but they don't change how teams actually work. We wanted to go further. We wanted the CMS to have its own team. This post is a technical walkthrough of how we built four specialized AI agents directly into Cosmic, how they communicate, what they can actually do, and how you can chain them together into fully automated workflows. The Problem We Were Solving Every content team we talked to h