Visual Studio Magazine

Hands On with New Experimental GitHub Copilot 'Agent Skills' in VS Code

Visual Studio Code 1.108 introduces Agent Skills for GitHub Copilot, enabling developers to define reusable, domain-specific ...
Microsoft

Generating High-Precision Feedback for Programming Syntax Errors using Large Language Models

Large language models (LLMs), such as Codex, hold great promise in enhancing programming education by automatically generating feedback for students. We investigate using LLMs to generate feedback for ...
IEEE

Mitigating Syntax and Logic Errors in LLM Based Code Generation via XML-Structured Prompts

Abstract: Large language models (LLMs) have become powerful tools for automated code generation. Yet, they remain prone to both syntax and logic errors that limit their effectiveness in real-world ...