Akila Balasubramanian. “From Signals to Root Cause: A Systems Architecture for Agentic AI in Observability”. International Journal of Intelligent Systems and Applications in Engineering 14, no. 1s (February 14, 2026): 1235–1243. Accessed June 4, 2026. https://ijisae.org/index.php/IJISAE/article/view/8336.