TraceView: Interactive Visualization of Agentic Program Repair Trajectories

TraceView is an interactive tool designed to visualize and label the trajectories of automated program repair (APR) agents, addressing the challenge of diagnosing and understanding the reasoning behind repair attempts. It organizes agentic runs into Thought, Action, and Result components, allowing users to analyze relationships and outcomes through graph views and various filtering options. This tool is significant for practitioners as it enhances the interpretability of APR processes, facilitating the identification of failure points and improving the overall effectiveness of LLM-based repair systems.