AI RESEARCH
DynaFix: Iterative Automated Program Repair Driven by Execution-Level Dynamic Information
arXiv CS.AI
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ArXi:2512.24635v2 Announce Type: replace-cross Automated Program Repair (APR) aims to automatically generate correct patches for buggy programs. Recent approaches leveraging large language models (LLMs) have shown promise but face limitations. Most rely solely on static analysis, ignoring runtime behaviors. Some attempt to incorporate dynamic signals, but these are often restricted to