Srihari Nagineni 2025. Advancing Software Reliability Through Systematic API Testing: A Comparative Analysis of Modern Automation Frameworks and Methodological Implications for Distributed Systems. Journal of Computer Science and Technology Studies. 7, 8 (Aug. 2025), 798–805. DOI:https://doi.org/10.32996/jcsts.2025.7.8.94.