AI-ENHANCED SOFTWARE QUALITY ECOSYSTEMS: MIGRATING LEGACY TEST FRAMEWORKS TO PREDICTIVE, SELF-ADAPTIVE, AND GENERATIVE AUTOMATION PIPELINES . elriijmrd. 2026;13(2):494-501. Accessed February 21, 2026. https://researchcitations.org/index.php/elriijmrd/article/view/100