Srihari Nagineni. Advancing Software Reliability Through Systematic API Testing: A Comparative Analysis of Modern Automation Frameworks and Methodological Implications for Distributed Systems. JCSTS. 2025;7(8):798-805. doi:10.32996/jcsts.2025.7.8.94