What Is a Content Layer in an Agentic Architecture? Design Patterns & Implementation Guide

The content layer is the most misunderstood piece of any agentic AI stack. Here’s how it works across OpenAI, Anthropic, and Google — with an architecture diagram, cross-stack comparison table, and a 13-point audit checklist.