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News/Understanding Automated Program Repair Agents Through the Lens of Traceability: An Empirical Study
arxiv
PublishedMay 28, 2026 at 4:00 AM

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

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arXiv:2506.08311v2 Announce Type: replace-cross Abstract: Automated Program Repair (APR) agents leverage Large Language Models (LLMs) to autonomously diagnose and fix software bugs through reasoning, planning, and tool use. Despite impressive leaderboard gains on benchmarks such as SWE-bench, little

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