The pocket reference guide for 2025/2026.

Exception safety, the forgotten requirement.

This is second MCP related blog post that is part of a series of blog posts that will cover how to use Semantic Kernel (SK) with the Model Context Protocol (MCP). This blog post demonstrates how to build an MCP server using MCP C# SDK and SK, expose SK plugins as MCP tools and call […]

本文翻译自Wendy Breiding的Unlock new possibilities for AI Evaluations for .NET Microsoft.Extensions.AI.Evaluations 库旨在简化AI评估流程与应用程序的集成。它提供了一个强大的框架，用于评估您的 AI 应用程序并自动评估其性能。  去年11月，我们发布了该库的公开预览版。今天，我们很高兴地宣布，它现已在 dotnet/Extensions 存储库中开源。该代码仓库中包含了一套提供开发生产就绪应用所需的常用功能的库。通过向所有人开放该资源，我们希望帮助开发者更高效地在项目中利用 AI 的强大能力。 新的示例代码  为了帮助您快速上手 Microsoft.Extensions.AI.Evaluations 库，我们发布了一系列新示例代码。这些示例展示了多种应用场景，并演示如何高效利用该库的功能。无论您是经验丰富的开发者，还是刚刚踏上 AI 之旅的新手，这些示例都能为您提供宝贵的见解和实践指导。您可以在我们的 GitHub 代码仓库中查看这些示例。我们鼓励您深入探索、动手实践，并与我们分享您的反馈。您的贡献和意见对我们持续优化和扩展库的功能至关重要。  Azure DevOps 插件简介  希望将 AI 评估集成到您的 Azure DevOps 管道中？我们很高兴地宣布在Marketplace中推出了插件。该插件可帮助您将 AI 评估无缝集成到 CI/CD 工作流中，实现对 AI 模型的持续评估。  借助 Azure DevOps 插件，您可以自动化评估流程，确保应用程序在部署前符合预期标准。该集成提升了 AI 解决方案的可靠性和效率，帮助您自信地交付高质量的应用程序。  立即开始体验  我们邀请您体验开源的 Microsoft.Extensions.AI.Evaluations 预览版库，尝试新的示例代码，并将 Azure DevOps 插件集成到您的流水线中。我们期待看到您如何利用这些工具进行创新，打造具有影响力的 AI […]

For decades, SQL Server has been a cornerstone of data management, evolving to meet the needs of modern developers. What began as a traditional relational engine is now a cloud-enabled, AI-integrated platform designed for building real-world applications. SQL Server continues to meet developers where they are—offering tools, services, and capabilities that simplify complexity and support […]

Azure SDK releases every month. In this post, you find this month's highlights and release notes.

We’re thrilled to announce that Azure DevTest Labs has joined the Visual Studio Developer Community to collect valuable feedback and suggestions from our customers. 🌟 This fantastic feedback portal is here to make your experience smoother and more engaging. It’s your go-to place to connect with the Azure DevTest Labs product and engineering teams to […]

Learn how Microsoft 365 Certification validates data retention, back-up, and disposal controls for Microsoft 365 apps.