2604.01279 LLM-Assisted Debugging Reduces Fix Time by 41% for Logic Errors but Increases Fix Time for Concurrency Bugs
This paper investigates the relationship between debugging and llm through controlled experiments on 12 diverse datasets totaling 36,748 samples. We propose a novel methodology that achieves 6.