InfoWorld

Visual Studio adds GitHub Copilot unit testing for C#

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

Microsoft unveils first preview of .NET 11

Next version of Microsoft’s software development platform brings improvements for JIT compilation, WebAssembly, C#, and F#.
IEEE

A Python Unit Test Generation Method Based on Fine-Tuned Language Models and Coverage

Abstract: Unit testing is fundamental for software reliability, yet manual test construction is inefficient and often results in limited coverage. Existing automated tools struggle with complex ...
IEEE

Prompt Engineering for Python Code Debugging with Large Language Models: A Comparative Analysis of Zero-Shot, Few-Shot, and Chain-of-Thought Approaches

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 ...
F1i

Bottas shrugs off early F1 test issues: ‘It’s Debugging’

Valtteri Bottas climbed out of Cadillac’s brand-new F1 car on Monday with no illusions about what the opening day of running in Barcelona was meant to deliver. This was not about headlines, lap times ...