Demystifying Security Automation: How Pre-Commit Hooks and Admission Controllers Prevent Exposure

Introduction Software engineering teams deploy updates dozens of times a day using automated continuous integration and continuous deployment (CI/CD) pipelines. However, traditional security practices were built for quarterly release cadences, relying on manual reviews, late-stage penetration testing, and disconnected ticketing systems. When security operates outside automated deployment pipelines, critical vulnerabilities slip into production workloads, or … Read more