1. First Principles of Agentic AI Architecture

Before diving into specific platforms and services, you need to understand what makes AI "agentic" — because this single concept reshapes everything about how you architect business solutions. Traditional software does exactly what you program it to do. Agentic AI decides what to do based on goals, context, and constraints you define. That shift from deterministic execution to goal-oriented reasoning changes how you design, deploy, and govern enterprise systems.