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This skill empowers developers and security engineers to implement robust DevSecOps practices by setting up industry-standard tools like Semgrep, SonarQube, and CodeQL. It provides comprehensive guidance on creating custom security rules, establishing quality gates, and integrating automated scanning directly into CI/CD pipelines to ensure code security from the initial commit. Whether you are scaling a security program, reducing false positives, or meeting strict compliance standards like PCI-DSS, this skill provides the patterns and templates necessary for high-performance security analysis.