Architecting Autonomous Agents: A Deep Dive into Azure AI Foundry Agent Service

The landscape of Generative AI is shifting rapidly from simple chat interfaces to autonomous agents. While large language models (LLMs) provide the reasoning engine, agents provide the hands and feet — the ability to interact with tools, query databases, execute code, and maintain long-term context. Microsoft’s latest evolution in this space is the Azure AI Foundry Agent Service .