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SQL query generation from natural language

Evaluating AI agents for NL-to-SQL generation across Azure Databricks AI/BI Genie, GitHub Copilot CLI, and Microsoft Agent Framework. We achieved ~75% accuracy with schema documentation and runtime validation, while discovering that business logic errors represent a fundamental limitation requiring domain expertise.
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Durable Workflows in the Microsoft Agent Framework

Build durable AI agent workflows with the Microsoft Agent Framework. Start with in-process console apps, add durability with the Durable Task runtime, scale with parallel AI agents, and host on Azure Functions for serverless execution.
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Jan 28, 2026
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Accelerate Your Cosmos DB Infrastructure with GitHub Copilot CLI and Azure Cosmos DB Agent Kit

Sajeetharan Sinnathurai
Modern infrastructure work is increasingly agent driven, but only if your AI actually understands the platform you’re deploying. This guide shows how to turn GitHub Copilot CLI into an Azure Cosmos DB aware infrastructure expert by loading the Azure Cosmos DB Agent Kit. In under a...
Azure Cosmos DB Blog
Jan 28, 2026
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.NET AI Essentials - The Core Building Blocks Explained

Jeremy Likness
Learn how Microsoft.Extensions.AI provides a unified API for building intelligent .NET applications with any LLM provider - one interface, endless possibilities, with built-in middleware, telemetry, structured outputs and more.
.NET Blog
Jan 28, 2026
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SharePoint Framework (SPFx) roadmap update – January 2026

Vesa Juvonen
SPFx is powering the future of Microsoft 365 with AI driven portals and deep integrations across SharePoint Teams and Viva. The January 2026 update shares new features and the roadmap for the next evolution built for the AI era. This is a transparent community driven journey that we shape together.
Microsoft 365 Developer Blog
Jan 28, 2026
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Why did I lose the data even though I called Safe­Array­Add­Ref?

Raymond Chen
You have to use the original pointer, but even that won't be good enough.
The Old New Thing
Jan 27, 2026
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GitHub Copilot app modernization for C++ is now in Public Preview

Michael Price
With the launch of Visual Studio 2026, we announced a Private Preview of GitHub Copilot app modernization for C++, which reduces the cost of adopting the latest version of the MSVC Build Tools. We used the feedback we received from our many Private Preview participants to make...
C++ Team Blog
Jan 27, 2026
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Visual Studio Code CMake Tools 1.22: Target bookmarks and better CTest output

Sinem Akinci
We're excited to announce the latest 1.22 release of the CMake Tools extension for Visual Studio Code. This update brings a host of new additions, including project outline updates for filtering and bookmarking CMake targets in large CMake projects and expanded CTest support to customize...
C++ Team Blog
Jan 27, 2026
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Build AI Agents with GitHub Copilot SDK and Microsoft Agent Framework

Dmytro Struk
Microsoft Agent Framework now integrates with the GitHub Copilot SDK, enabling you to build AI agents powered by GitHub Copilot. This integration brings together the Agent Framework's consistent agent abstraction with GitHub Copilot's capabilities, including function calling, streaming...
Microsoft Agent Framework
Jan 27, 2026
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Visual Studio January Update — Enhanced Editor Experience

Simona Liao
Productivity Improvements This month, we are bringing you a series of small yet long requested and popular features to let you better control and customize your editor. These features are currently only available in the Insiders channel and will be available in Release soon. Fast...
Visual Studio Blog