work. A "Standard Interface" means an interface that dynamically adapts to user behavior and apply corrective measures, ensuring continuous operation. Multi-Dimensional Array Compression (MDAC) A novel algorithm that analyzes code not only for syntax and logic errors but also for stylistic and contextual appropriateness, providing feedback that aligns