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Learn how to deploy a self-hosted AI assistant that leverages Microsoft Learn content via the Model Context Protocol (MCP) and Azure OpenAI. It’s fast, secure, and ready for developer use in real-world apps. Prerequisite This guide assumes you already have an Azure OpenAI resource provisioned in your subscription, with a deployed model (e.g., g...

Customers are looking to modernize their application on cloud and ask us for guidance on which Azure container services to choose. Should you choose A or B container services or A+B container services? Some choose both (A + B) or use A or B approach. Instead of trying to force fit applications on a container service(s), in this blog post, we sh...

Legacy modernization is one of the most frequently raised challenges customers approach us with. They want to eliminate technical debt and run applications cloud-native. Obviously, there are different levels of complexity in legacy modernization, but the most challenging cases remain mainframe languages like COBOL and PL/1. COBOL still powers mi...

Co‑Author: JD Chibuk, Founder Blueberry X We obsessively track our steps, heart rate, and sleep - but what about our mental state? 🧠 Most of us navigate life blind to how stress, focus, and cognitive overload show up in our physiology. Tools to help capture cognitive indicators can help us change how we think, feel and act in high ...

While the promise of AI continues to generate momentum, many organizations face a familiar challenge: getting AI projects beyond the prototype phase. According to Gartner, only 30% of AI initiatives make it into production, and RAND reports that up to 80% fail to deliver expected outcomes.   The problem isn’t model quality — it’s platform readin...

Unlocking a New DevOps Era GitHub Copilot for Azure was first introduced at Ignite 2024 as a public preview, empowering developers, IT operators, and DevOps practitioners to leverage natural language to provision, configure, and manage resources within their own Azure environments. Since then, many have used GitHub Copilot for Azure as an AI-po...

Introduction We have contributed the following five pull requests to add Azure OpenAI support to Codex, letting you enjoy the same Codex experience as in ChatGPT while running securely on Azure: We are collaborating with OpenAI on additional updates and integrations, so stay tuned. Meanwhile, follow the steps below to get Code...

If you’ve been following along with the AI Genius Series, you already know we’ve been on a journey, one filled with learning, experimentation, and discovery. We’ve explored the power of Retrieval Augmented Generation (RAG), dived into Copilot deployment, and unlocked the potential of Azure’s AI ecosystem. But now, it’s time to take all that knowled...

In this blog, we will look at implementing the Semantic caching use case using Azure Managed Redis. Azure has been at the forefront of providing caching solutions for over a decade with the Azure Cache for Redis enterprise. This service empowered developers with a high-performance, scalable cache that significantly enhanced the responsiveness of th...

Introduction  Did you catch the GitHub's recent announcement of ABAP support in GitHub Copilot for Eclipse? It is a significant step forward for SAP developers. This integration brings AI-powered code suggestions and chat functionalities directly into the Eclipse IDE, potentially revolutionizing ABAP development. Let's break down how it works, how...