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XAgent: eXecution-guided Agentic AI for Effective Localization and Resolution of GitHub Issues

Huynh, Hieu et al.
arXiv (All) · Papers
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software-engineering
Agentic AI has enabled capabilities in leveraging Large Language Models (LLMs) to autonomously resolve repository-level GitHub issues. However, due to the reliance on limited static description of issues, existing agentic approaches suffer from incorrect localization and incomplete validation. Solel
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