A strong CI/CD security program protects the software supply chain by embedding security controls throughout the pipeline rather than treating security as a final step. Key practices include securing source code repositories with access controls and multi-factor authentication, scanning code and dependencies for vulnerabilities, and protecting build environments to prevent tampering. Pipelines should enforce least-privilege access, manage secrets securely, validate artifacts with integrity checks, and continuously monitor for anomalies. Organizations should also implement automated security testing (SAST, DAST, and container scanning), maintain audit logs, and establish incident response processes. Integrating security early and continuously helps prevent breaches, ensure compliance, and d

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