In today's dynamic environment of DevOps, software development pipelines are the backbone of rapid and reliable delivery. However, this accelerated pace introduces unique challenges to security. To effectively safeguard sensitive data and guarantee the integrity of applications throughout their lifecycle, organizations must implement robust measure