Dr. Lukas Reinhardt. Autonomous DevOps Ecosystems: Machine Learning–Driven Intelligent Automation, Organizational Transformation, and Ethical Governance in Modern Software Engineering. ijasr. 2026;6(01):116-127. Accessed April 14, 2026. https://sciencebring.com/index.php/ijasr/article/view/1115