The document discusses using gamification and personalized feedback to encourage developers to write cleaner code with fewer bugs through improved coding practices like testing and by increasing engagement with an industry partner's tool called Themis. Interviews would provide data for the design study on how gamification and competition could motivate self-evaluation and learning.