In this lesson, you’ll learn why single‑turn LLM calls are insufficient for real‑world systems, and how multi‑step reasoning unlocks adaptive, resilient agent behavior.
You’ll explore low‑code workflow design in Microsoft Foundry, deepen your understanding of the Microsoft Agent Framework, and learn how to integrate models and enterprise systems into cohesive agent architectures.
Finally, you’ll look at the often‑overlooked operational concerns — scalability, cost, and monitoring — that determine whether an AI system succeeds in production.