Mandadi, A.R. 2026. LLM-Driven Root Cause Analysis for Distributed System Incidents: A Reproducible Framework. JITAR : Journal of Information Technology and Applications Research. 1, 2 (Feb. 2026), 183–194. DOI:https://doi.org/10.63956/jitar.v1i2.66.