CodeQL zero to hero part 1: the fundamentals of static analysis for vulnerability research - The GitHub Blog
Learn more about static analysis and how to use it for security research! In this blog post series, we will take a closer look at static analysis concepts, present GitHub’s static analysis tool CodeQL, and teach you how to leverage static analysis for security research by writing custom CodeQL queries. Static analysis (static code analysis or static program analysis) is a process that allows you to analyze an application’s code for potential errors without executing the code itself. The technique can be used to perform various checks, verification, and to highlight issues in the code. At Github, we perform static analysis in code scanning via CodeQL, our semantic analysis engine. This blog series will give you an introduction to static analysis concepts, an overview of CodeQL, how you can leverage static analysis for security research, and teach you how to write custom CodeQL queries. If you’d like to jump right into learning CodeQL, check out my other blog post—CodeQL zero to hero par
Static analysis (static code analysis or static program analysis) is a process that allows you to analyze an application’s code for potential errors without executing the code itself. The technique can be used to perform various checks, verification, and to highlight issues in the code. At Github, we perform static analysis in code scanning via CodeQL, our semantic analysis engine. This blog series will give you an introduction to static analysis concepts, an overview of CodeQL, how you can leverage static analysis for security research, and teach you how to write custom CodeQL queries. If…
related reading
- What Is Linting + When to Use Lint Tools | Perforce Softwareperforce.com
- Mythos finds a curl vulnerability | daniel.haxx.sedaniel.haxx.se
- Assessing Claude Mythos Preview’s cybersecurity capabilities \ Anthropicred.anthropic.com
- Defining A Software Supply Chain Security Platform & Exploring New Techniques, Part 2softwareanalyst.substack.com
- From Naptime to Big Sleep: Using Large Language Models To Catch Vulnerabilities In Real-World Code - Project Zerogoogleprojectzero.blogspot.com
- Security incident disclosure — July 2026huggingface.co
- DiverseVul: A New Vulnerable Source Code Dataset for Deep Learning Based Vulnerability Detectionarxiv.org
- GitHub · Change is constant. GitHub keeps you ahead.github.com
- How Figma stays ahead of vulnerabilities with agentsfigma.com
- Agentic Vulnerability Coverage Mapvuln.cs.berkeley.edu
- CLI to Check For PHP Security Vulnerabilitieslaravel-news.com
- How I found two api vulnerabilities by analyzing JS source codemedium.com