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