{
  "id": 15251,
  "url": "https://arxiv.org/abs/2607.28591v1",
  "title": "Change2Task: From Repository Changes to Executable Coding Agent Tasks and Environments",
  "summary": "Scaling coding agents requires a continuing supply of executable data for training, benchmarking, and continuous evaluation. Each task must couple a realistic software state with a specification, development tools, and reliable verification. To expand this supply, we present Change2Task, a system grounded in repository history that converts merged pull requests into verified tasks on healthy modern revisions of the same repository. It aligns historical evidence with evolved code, reconstructs ta",
  "authors": "Haomin Qi, Xingliang Wang, Xuanqi Gao, Baihui Sang, Xin Zhang, Minghua Ma et al.",
  "category": "research",
  "topics": "healthcare,agents-autonomy,environment",
  "orgs": null,
  "regions": null,
  "published_at": "2026-07-30T17:44:31.000Z",
  "fetched_at": "2026-07-31T05:10:57.675Z",
  "source_slug": "arxiv-cslg",
  "source_name": "arXiv cs.LG",
  "source_homepage": "https://arxiv.org/list/cs.LG/recent",
  "ethics_ai_record_url": "https://ethics.ai/record/15251",
  "original_url": "https://arxiv.org/abs/2607.28591v1",
  "evidence_status": "source-only",
  "attribution": "via ethics.ai"
}