IEEE

Uncovering Determinants of Code Quality in Education via Static Code Analysis

Abstract: The role of static code analysis in enhancing the quality of software codes is widely acknowledged. Static code analysis facilitates the examination of code for irregularities without ...
GitHub

disable-code-analysis.md

Visual Studio allows you to control whether source code analyzers run at build time and design time. There are limitations to what you can disable, and the procedure for turning off code analysis ...
VentureBeat

Meta's new structured prompting technique makes LLMs significantly better at code review — boosting accuracy to 93% in some cases

Deploying AI agents for repository-scale tasks like bug detection, patch verification, and code review requires overcoming significant technical hurdles. One major bottleneck: the need to set up ...
VentureBeat

Claude Code's source code appears to have leaked: here's what we know

VentureBeat made with Google Gemini 3.1 Pro Image Anthropic appears to have accidentally revealed the inner workings of one of its most popular and lucrative AI products, the agentic AI harness Claude ...
Ars Technica

Supply-chain attack using invisible code hits GitHub and other repositories

Researchers say they’ve discovered a supply-chain attack flooding repositories with malicious packages that contain invisible code, a technique that’s flummoxing traditional defenses designed to ...
csis.org

AI-Driven Code Analysis: What Claude Code Security Can—and Can’t—Do

Q1: How does Claude Code Security function—and how does it differ from traditional static application security testing (SAST)? A1: Conventional rule-based static analysis uses pattern matching, ...
Forbes

From 'Shift Left' To 'Shift Smart': Why AI Agents Will Replace Static Analysis

Over the years, "shift left," a development practice that shifts testing, QA and security initiatives "left" on the timeline, has become the cornerstone of DevSecOps. I've watched it become the ...
Visual Studio Magazine

Copilot Studio Extension for VS Code Goes GA

The Copilot Studio extension for Visual Studio Code is now generally available, allowing agents to be developed and managed directly from the editor. The extension enables software-style workflows for ...
Bleeping Computer

Microsoft Copilot Studio extension for VS Code now publicly available

Microsoft announced that the Copilot Studio extension for the Visual Studio Code (VS Code) integrated development environment is now available to all users. Developers can use it to build and manage ...
Windows Report

How to Run Code in Visual Studio (Step-by-Step Guide)

For fixing Windows errors, we recommend Fortect: Fortect will identify and deploy the correct fix for your Windows errors. Follow the 3 easy steps to get rid of Windows errors: Follow these steps to ...
sei.cmu

Automated Code Repair for C/C++ Static Analysis

Details the application of design, development, and performance testing to an automated program repair tool we built that repairs C/C++ code. Static analysis (SA) tools produce many diagnostic alerts ...