In today's dynamic realm of DevOps, software development pipelines are the core of rapid and reliable delivery. However, this accelerated pace presents unique challenges to security. To effectively safeguard sensitive data and maintain the integrity of applications throughout their lifecycle, organizations must adopt robust strategies that seamless