TraceRepair deploys a probe agent for runtime snapshots and a committee of agents for cross-verification to fix 392 defects on Defects4J, outperforming prior LLM-based automated program repair methods.
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Runtime Execution Traces Guided Automated Program Repair with Multi-Agent Debate
TraceRepair deploys a probe agent for runtime snapshots and a committee of agents for cross-verification to fix 392 defects on Defects4J, outperforming prior LLM-based automated program repair methods.