The article provides an in-depth exploration of Docker Scout, a tool designed to enhance the security of Docker images by identifying vulnerabilities and offering remediation recommendations. Docker Scout is presented as an upgrade to Docker Scan, providing a more comprehensive analysis of Docker image contents and integrating seamlessly with CI/CD workflows, helping organizations maintain security compliance and prevent malicious code execution. Key features include generating detailed vulnerability reports, conducting CVE scans, and providing actionable recommendations for vulnerability mitigation. The article also guides users on how to effectively integrate Docker Scout into various CI/CD platforms like GitHub Actions and emphasizes its utility in automating the vulnerability scanning process. This integration aims to streamline workflows and bolster security measures, ensuring a robust development pipeline.