Abstract: Computational thinking (CT) is a thought process designed to help students better solve complex problems using mental tools such as decomposition, abstraction, heuristics, data collection, ...

Vibe coding tools enable designers, educators, entrepreneurs, and domain experts to participate directly in software creation ...