contextual appropriateness, providing feedback that aligns with best practices. Dimensional Array Manipulation (DAM) A theoretical framework for manipulating arrays across multiple dimensions to enhance user experience. Holographic Debugging Environment (HDE) A futuristic debugging environment that uses holographic displays to visualize code execution in three dimensions. Developers can interact with their code in real-time, identifying bugs and performance bottlenecks by