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Meta Description: Learn how to build AI agents with persistent memory using Azure AI Foundry Memory Service. A complete developer guide covering concepts, memory types, scope, provisioning, and a full Python implementation with the Foundry Hosted Agent Framework. Introduction What Is Azure AI Foundr
Part 2 of building a public AI learning series on top of an existing Bulky MVC bookstore. Code is live at readify Most semantic search tutorials start with a fresh project, a clean vector store, and a hand-picked dataset designed to make the demo look good. I had none of that. I had an existing MVC
Most enterprise agent demos cheat at the exact point where things get interesting. They show a nice chat window. They connect it to a toy API. The agent calls a function, gets a clean JSON response, and everyone nods. Then you try the same pattern against a real SAP system and suddenly the demo has
There's something nobody tells you about the Microsoft Azure AI Engineer (AI-102) certification: the practice exam and the real exam feel like two completely different tests. I know this firsthand - because I failed the first time. But here's the twist: before I even attempted the exam, I had alread
Designing AI solutions is no longer a privilege reserved for deep research labs—it’s now an engineering discipline. With platforms like Microsoft Azure AI , organizations can industrialize intelligence the same way they scaled cloud infrastructure a decade ago. But here’s the uncomfortable truth: mo
