Jiya Nelson 2024. The Convergence of Machine Learning and Large Language Models in Software Architecture: A Comprehensive Analysis of Defect Prediction, Design Patterns, And Automated Recovery. American Journal of Applied Science and Technology. 4, 11 (Nov. 2024), 106–113.