How To Leverage AI Coding Tools Without Sacrificing Code Quality

Engineering teams can’t afford to treat AI as a hands-off solution; instead, they must learn how to balance experimentation ...
InfoWorld

Visual Studio Code update shines on coding agents

Visual Studio Code 1.109 introduces enhancements for providing agents with more skills and context and managing multiple ...
IEEE

Beyond Syntax: How Do LLMs Understand Code?

Abstract: Within software engineering research, Large Language Models (LLMs) are often treated as ‘black boxes’, with only their inputs and outputs being considered. In this paper, we take a machine ...
GitHub

Mermaid Chart extension for Visual Studio Code

The official Mermaid extension for Visual Studio Code enables developers to seamlessly create, edit, preview and integrate mermaid diagrams from within the VS Code. To use the AI diagramming feature, ...
IEEE

HeVulD: A Static Vulnerability Detection Method Using Heterogeneous Graph Code Representation

Abstract: Vulnerability detection in source code has been a focal point of research in recent years. Traditional rule-based methods fail to identify complex and unknown vulnerabilities, leading to ...