These resources safeguard your codebase by automating vulnerability scanning, managing secrets, and enforcing strict access controls. When selecting a solution, prioritize how seamlessly it integrates into your existing deployment pipeline and its ability to identify configuration drifts in real time. Choose based on whether you require broad automated coverage for public repositories or granular, policy-driven oversight for internal production environments.