Abstract: Software bugs typically result from errors in specifications or code translation. While classical software engineering has evolved with various tools and methodologies to tackle such bugs, ...

GitHub Copilot testing for .NET in Visual Studio 2026 v18.3 can generate tests for the xUnit, NUnit, and MSTest test frameworks.

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Abstract: This paper presents a comprehensive comparative analysis of three distinct prompt engineering strategies—Zero-Shot, Few-Shot, and Chain-of-Thought—for Python code debugging applications ...

The project is in an experimental, pre-alpha, exploratory phase with the intention to be productionized. We move fast, break things, and explore various aspects of the seamless developer experience ...

Visual Studio 2026 is a full-featured 64-bit IDE, built to handle large solutions and complex workloads with better performance and stability. It also leans harder into AI-assisted development, with ...

Visual Studio 2026 includes GitHub Copilot functionality built into the IDE, while third-party AI coding assistants remain available through the Visual Studio Marketplace. Using Marketplace install ...

The Python extension will automatically install the following extensions by default to provide the best Python development experience in VS Code: If you set this setting to true, you will manually opt ...