can provide feedback on code quality and suggest improvements based on environmental conditions and user preferences. SCS utilizes machine learning algorithms to analyze runtime behavior and preferences in real-time. AUI employs machine learning algorithms to analyze runtime 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