Abstract: Computational thinking (CT) has gained increasing attention from educators and practitioners due to its effectiveness in fostering student development, particularly in programming courses.

Abstract: The increasing demand for programming education and growing class sizes require immediate and personalized feedback. However, integrating Large Language Models (LLMs) like ChatGPT in ...