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Scenario Imagine you are building your company’s RAG chat application using Microsoft Foundry – Azure OpenAI and orchestrating the flow with LangChain. The chat experience works, but […]

Introduction Modern enterprise platforms are increasingly built around APIs, and Azure API Management (APIM) sits at the heart of these systems as the control plane for […]

There is a point in every engineer’s journey where data modeling stops feeling intuitive. What starts as a clean schema becomes harder to reason about. Relationships […]

The Traditional ML Pipeline: What It Was Built For Traditional ML pipelines typically look like this: Data ingestion and preparation Model training (often batch‑oriented) Model validation […]

Table of Contents Overview Understanding How the Service Bus Trigger Works Message Processing Flow Key Concepts host.json Configuration Reference Issue Categories Common Causes and Solutions 1. […]

What Are the New MAI Models? MAI‑Transcribe‑1 (Speech‑to‑Text) MAI‑Transcribe‑1 is Microsoft’s first‑generation in‑house speech recognition model. It supports 25 languages and is optimized for real‑world, noisy […]

What Dev Containers are really about At a high level, Dev Containers let you use a Docker container as your development environment inside VS Code. But […]

If you’ve ever been called into a Severity-1 issue because a certificate expired at midnight, you already understand why credential rotation matters. Keys, secrets, and certificates […]

By Johnson Shi (Senior Product Manager), Toddy Mladenov (Principal PM Manager), Luis Dieguez (Principal SWE Manager), Akash Singhal (Senior Software Engineer), Kiran Challa (Senior Software Engineer), Ren […]

Global Cloud & AI Community | Microsoft Tech Community | April 2026 | 12 min read A candid conversation for cloud & AI professionals, learners, and curious […]

Bug Name Issue Fixed Values display in the wrong control when using a form as a sublist When a form was used as a sublist (subdatasheet), […]