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How GitHub uses CodeQL to secure GitHub
- GitHub uses CodeQL to secure GitHub by utilizing GitHub Advanced Security (GHAS) to discover vulnerabilities, enforce secure coding standards, and conduct automated security analyses.
- CodeQL is a static analysis engine that allows querying code similar to a database, enabling thorough code analysis and issue identification.
- GitHub's approach includes custom query packs, custom queries, and variant analysis to ensure code security.
- GitHub applies CodeQL at scale through default and advanced setups, custom query packs for specific repositories, and multi-repository variant analysis.
- GitHub publishes its custom CodeQL query pack to GitHub Container Registry for easier deployment and maintenance, alleviating production deployment challenges.
- Custom CodeQL queries are developed against the latest versions of libraries while ensuring stability by locking versions during release.
- GitHub recommends writing unit tests for custom CodeQL queries to ensure stability and reliability, thus balancing development experience and stability.
- Variant analysis using CodeQL helps search for security vulnerabilities variations, supporting bug bounty responses and security incident investigations.
- Custom CodeQL queries cater to GitHub-specific patterns, providing security insights, and enhancing coding practices within the organization.
- By leveraging CodeQL for security engineering, GitHub automates vulnerability detection, strengthens security controls, and improves code quality.
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