Gail E. Kaiser

Understanding Automated Program Repair Agents through the Lens of Traceability: An Empirical Study

Automated Program Repair (APR) agents leverage large language models (LLMs) to autonomously diagnose and patch software bugs using planning, reasoning, and tools. Although these agents show strong performance on leaderboards such as SWE-bench, little is understood about how they...