code scanning

CodeQL and AI‑powered detections work together in GitHub Code Security to identify vulnerabilities across more languages and frameworks.

Learn to debug and fix your CodeQL queries.

Strengthen your repositories against actions workflow injections — one of the most common vulnerabilities.

Learn how I discovered 11 new vulnerabilities by writing CodeQL models for Gradio framework and how you can do it, too.

Now in public beta for GitHub Advanced Security customers, code scanning autofix helps developers remediate more than two-thirds of supported alerts with little or no editing.

A peek under the hood of GitHub Advanced Security code scanning autofix.

The effectiveness of a static application security solution hinges on its ability to provide extensive vulnerability coverage and support for a wide range of languages and frameworks. Today, we’re highlighting two releases that’ll help you discover more vulnerabilities in your codebase, so you can ship more secure software.

GitHub Advanced Security for Azure DevOps is now generally available. Enable secret scanning, dependency scanning, and code scanning on your organization directly in Azure DevOps configuration settings.

Learn how GitHub’s CodeQL leveraged AI modeling and multi-repository variant analysis to discover a new CVE in Gradle.

We’ve launched the beta of code scanning support for Swift. This launch, paired with our launch of Kotlin support in November, means that CodeQL covers both IOS and Android development languages, bringing a heightened level of security to the mobile application development process.

GitHub Advanced Security for Azure DevOps is now available for public preview, making GitHub’s same application security testing tools natively available on Azure Repos.

Code scanning’s tool status gives you a bird’s eye view of your application security stack, allowing you to quickly confirm everything is working, or troubleshoot any tool in your application security arsenal.

We’ve gotten great feedback on default setup, a simple way to set up code scanning on your repository. Now, you have the ability to use default setup across your organization’s repositories, in just one click.

Multi-repository variant analysis lets you scale security research across thousands of repositories, giving you a powerful tool to find and respond to newly discovered vulnerabilities.

Learn how teams can leverage the power of GitHub Advanced Security’s code scanning and GitHub Actions to integrate the right security testing tools at the right time.