Know Before Fix: QA-Driven Repository Knowledge Acquisition for Software Issue Resolution

Haotian Lin, Silin Chen, Xiaodong Gu +8

LLM-based coding agents have significantly advanced automated software issue resolution, yet they remain highly prone to factual errors caused by insufficient repository understand…