Exploring Human-AI Collaboration in Agile: Customised LLM Meeting Assistants

Author:

Cabrero-Daniel BeatrizORCID,Herda TomasORCID,Pichler VictoriaORCID,Eder MartinORCID

Abstract

AbstractThis action research study focuses on the integration of “AI assistants” in two Agile software development meetings: the Daily Scrum and a feature refinement, a planning meeting that is part of an in-house Scaled Agile framework. We discuss the critical drivers of success, and establish a link between the use of AI and team collaboration dynamics. We conclude with a list of lessons learnt during the interventions in an industrial context, and provide a assessment checklist for companies and teams to reflect on their readiness level. This paper is thus a road-map to facilitate the integration of AI tools in Agile setups.

Publisher

Springer Nature Switzerland

Reference16 articles.

1. Asthana, S., Sajnani, H., Voyloshnikova, E., Acharya, B., Herzig, K.: A case study of developer bots: motivations, perceptions, and challenges. In: Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering. ESEC/FSE 2023, pp. 1268–1280. Association for Computing Machinery, New York (2023)

2. Chen, B., Zhang, Z., Langrené, N., Zhu, S.: Unleashing the potential of prompt engineering in large language models: a comprehensive review. arXiv preprint arXiv:2310.14735 (2023)

3. Commission, E., Directorate-General for Communications Networks, C., Technology: The Assessment List for Trustworthy Artificial Intelligence (ALTAI) for self assessment. Publications Office (2020)

4. European Commission, Directorate-General for Communications Networks, Content and Technology: EUR-Lex - 52021PC0206 - EN - EUR-Lex. CNECT (2021)

5. Hörnemalm, A.: Chatgpt as a software development tool: The future of development (2023)

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3