Why Your Agentic AI Stack Should Have Three Layers, Not One

A breakdown of the three-layer architecture needed for production agentic AI systems. This article explores why a single monolithic approach to agentic AI falls short, and how separating concerns across three distinct layers creates more robust, scalable, and governable AI workflows.

The piece provides a practical framework for engineering leaders looking to move beyond proof-of-concept agentic AI deployments into production-grade systems.