project stringclasses 2
values | pr_number int64 8.08k 35.8k | year_month stringdate 2025-02-01 00:00:00 2026-06-01 00:00:00 | comments_search_api int64 6 92 | comments_fetched int64 6 92 | bot_comments int64 0 3 | human_comments int64 5 91 | bot_share float64 0 0.38 | bot_logins stringclasses 4
values |
|---|---|---|---|---|---|---|---|---|
vLLM | 12,959 | 2025-02 | 6 | 6 | 1 | 5 | 0.166667 | github-actions[bot] |
vLLM | 27,457 | 2025-11 | 8 | 8 | 1 | 7 | 0.125 | mergify[bot] |
vLLM | 35,838 | 2026-03 | 6 | 6 | 0 | 6 | 0 | null |
vLLM | 27,577 | 2025-12 | 14 | 14 | 2 | 12 | 0.142857 | mergify[bot] |
vLLM | 24,668 | 2025-09 | 6 | 6 | 1 | 5 | 0.166667 | github-actions[bot] |
SGLang | 23,331 | 2026-05 | 8 | 8 | 3 | 5 | 0.375 | gemini-code-assist[bot];github-actions[bot] |
SGLang | 25,650 | 2026-05 | 7 | 7 | 1 | 6 | 0.142857 | gemini-code-assist[bot] |
SGLang | 8,083 | 2025-08 | 7 | 7 | 1 | 6 | 0.142857 | gemini-code-assist[bot] |
SGLang | 10,510 | 2025-10 | 6 | 6 | 0 | 6 | 0 | null |
SGLang | 26,588 | 2026-06 | 92 | 92 | 1 | 91 | 0.01087 | gemini-code-assist[bot] |
Dataset accompanying the paper:
Engineering Signals of Human-AI Collaboration in the Agentic Coding Era: A Longitudinal Analysis of 33,228 Pull Requests from vLLM and SGLang with Implications for Biomedical AI Agents and Bioinformatics Pipeline Development
Authors: Jiada Li, Xuesong Ye, Olamide Olowoniyi
Paper: arXiv:2608.13884
@article{li2026engineering,
title={Engineering Signals of Human-AI Collaboration in the Agentic Coding Era: A Longitudinal Analysis of 33,228 Pull Requests from vLLM and SGLang with Implications for Biomedical AI Agents and Bioinformatics Pipeline Development},
author={Li, Jiada and Ye, Xuesong and Olowoniyi, Olamide},
journal={arXiv preprint arXiv:2608.13884},
year={2026}
}