Jai Chandra Mouli Langoju. “AI-Assisted API Contract Validation: Augmenting Consumer-Driven Contract Testing With Semantic Analysis and LLM-Based Impact Reasoning”. International Journal of Intelligent Systems and Applications in Engineering 14, no. 1s (May 30, 2026): 1132 –. Accessed May 30, 2026. https://ijisae.org/index.php/IJISAE/article/view/8320.