
The modern technological landscape increasingly relies on DevOps pipelines that manage a complex network of continuous integration/continuous delivery (CI/CD), dynamic cloud infrastructure, and stringent security requirements. With increased complexity in the pipeline processes, traditional automation often struggles to maintain the necessary pace. AI-driven DevOps signifies a paradigm shift, embedding machine learning and intelligent automation into pipelines to create systems adept