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Jinwei Zhu

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#artificial intelligence Preprint Jul 2026

ContextSniper: AntTrail's Token-Efficient Code Memory for Repository-Level Program Repair

Results suggest ContextSniper can substantially cut token and cost overhead for repository-level repair agents without a measurable loss in repair quality, part of AntTrail's broader agent-memory engine.

C. Luk, Matin Mohammad Najafi, Zhifeng Jia et al. · 0 citations