Author

C. Chong

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Review Jul 2026

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents

TraceProbe is presented, a trajectory-diagnostic framework that recovers what resolve rate hides and adds auditable diagnostic context to outcomes by localizing inspection targets, suggesting failure hypotheses, and prioritizing runs for review.

Rui Shu, C. Chong, Xin Zhou et al. · arXiv.org · 1 citation

Preprint Aug 2026

A Unified Issue Resolution Benchmark for Requirement Clarification, Planning, and Code Generation for Coding Agents

SWE-RPG is introduced, a repository-level benchmark that combines executable patch evaluation with validated ground-truth references (GTs) for Requirement Clarification and Implementation Planning, and suggests implicit-requirement recovery as a key candidate direction for improving coding agents.

Xin Zhou, Chun-Yong Chong, Kisub Kim et al. · 0 citations