Mohammed, R. The Evolution of Release Engineering: From Manual Deployments to Fully Automated Cloud Pipelines. IJAIBDCMS 2026, 7 (1), 126-141. https://doi.org/10.63282/3050-9416.IJAIBDCMS-V7I1P121.