Computer Science Achievement and Writing Skills Predict Vibe Coding Proficiency

A study finds that computer science achievement and writing skills are strong predictors of proficiency in "vibe coding"—using generative AI to produce code from natural language prompts. The research links both solid CS foundations and writing ability to more effective use of AI-assisted programming.