AI coding assistants can speed up bounded tasks, but research shows security and review risks rise in complex codebases.

Software systems control many key parts of society, including government agencies, medical services, utilities, and national defense infrastructure. Protecting these systems, however, is challenging ...

GitHub has introduced a significant update to its CodeQL engine, enabling developers to define custom sanitizers and validators directly through "models-as-data," a move that simplifies how teams ...

Infrastructure as Code (IaC) has become a core part of DevOps in 2026, especially as enterprises move deeper into cloud, containerisation, and automated deployment pipelines. With teams managing ...

Generating code using AI increases the number of issues that need to be reviewed and the severity of those issues. CodeRabbit, an AI-based code review platform, made that determination by looking at ...

Get static code analysis issues, complexity, duplication and other code metrics Run a tool or the whole suite of supported tools by Codacy Use the tools' default patterns, your configuration files or ...

95% of developers now rely on AI‑assisted tooling to accelerate their workflows and catch critical bugs before they ship. As the AI code review market explodes - projected to grow at a 27.1% CAGR to ...

In the modern software development world, as attacks on applications are on the rise, ensuring code security is more important than ever. Code scanning is a powerful tool that helps developers ...

Top 5 static code analysis tools in 2025 to ensure secure, high-quality code. Boost your coding efficiency and fix issues early with these powerful tools! Ilya Pavlov / Unsplash Static code analysis ...

Software Composition Analysis, or SCA, is a type of software security tool that focuses on analyzing open-source components within a codebase. When developers create software, they often include ...

The rise of artificial intelligence in recent years has been a non-stop gala for programmers, and one programming language—Python—has been the undeniable belle of the ball. Java and other languages ...

Abstract: In the realm of AI-enhanced programming education, there is growing interest in using such tools to help students understand good coding principles. This study investigates the impact of ...