@article{hindsighthintdistillationscaffoldedreaso,
  title = {Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers},
  author = {Shengjie Wang and Guanghe Li and Zonghan Yang and Yang Gao},
  year = {2026},
  eprint = {2605.11556},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.11556},
}