Publication · 2026

Shepherd: Pattern-Guided Trajectory Selection for Coding Agents on SWE-Bench

Alejandro Cuadron, Aditya Desai, Luis Gaspar Schroeder, Xingyao Wang, Wenjie Ma, Dacheng Li, Yichuan Wang, Ion Stoica, Graham Neubig, Joseph E. Gonzalez