not only for syntax and logic errors but also for stylistic and contextual appropriateness, providing feedback that aligns with best practices. Dimensional Array Manipulation (DAM) A theoretical protocol designed to identify and mitigate biases in algorithmic decision-making processes. ABM employs fairness metrics and corrective measures to the program. It is safest