Vaggu, H. The Future of DevOps: Converging AI Engineering, Platform Engineering, and Observability for Hyper-Automated Delivery. IJAIDSML 2025, 6 (2), 107-118. https://doi.org/10.63282/3050-9262.IJAIDSML-V6I2P112.