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paperJuly 2026Unreviewed

AgenticRepair: Multi-Faceted Program Context Engineering for Agentic Vulnerability Repair

Michael Fu, Qiyue Mei, Patanamon Thongtanunam, Kla Tantithamthavorn

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Abstract

Automated vulnerability repair aims to reduce the time and effort required to patch security flaws from a vulnerability triage report. Recent agentic AI approaches have shown promising results in automated program repair. However, vulnerability repair demands richer program context than general bug repair - context that security engineers routinely assemble in practice but that existing agentic approaches do not engineer. We identify three critical gaps: code-structure context capturing cross-fi

Categories

Agentic Threats

Cite

@misc{fu2026agenticrepair,
  title = {{AgenticRepair: Multi-Faceted Program Context Engineering for Agentic Vulnerability Repair}},
  author = {Michael Fu and Qiyue Mei and Patanamon Thongtanunam and Kla Tantithamthavorn},
  year = {2026},
  month = jul,
  eprint = {2607.29422},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2607.29422}
}