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P2 Transformative Impact of Agentic AI on Software Project Management

Agentic AI 对软件项目管理的变革性影响
ICSE Proceedings of the 2026 IEEE/ACM 48th International Conference on Software Engineering2026匹配度 1/10 · 该论文聚焦于 agentic AI 在软件项目管理中的应用与愿景,属于软件工程管理/人机协作方向,与用户关注的静态分析、形式化验证、浮点程序分析、贝叶斯程序分析以及 LLM 与这些方向的交叉几乎没有直接关系。虽然涉及 agentic AI,但研究对象是项目管理而非程序分析或 Agentic 程序本身。引用 0 inbox
Lakshana Assalaarachchi
crossref: 2026-09-12

AI 速览

一句话:提出“agentic SPM”愿景,计划以实践者调研、原型与案例研究验证 agentic 项目助理。

随着 agentic AI 的发展,软件工程研究者提出“agentic SE”(SE 3.0)愿景,软件项目管理也需同步演进。作者基于对从业者当前 GenAI 经验的灰色文献综述,提出“agentic SPM”愿景,认为项目经理仍是人类中心的战略角色,可由 agentic AI 辅助而非替代。其博士研究计划包括:用实践者感知验证该愿景;开发 agentic 项目经理原型;在真实软件项目管理情境中开展案例研究以评估表现;探究项目经理角色演变与技能提升需求;并为负责任的人-智能体协作提供实践指导。

问题
软件项目管理如何适应 agentic AI 驱动的“agentic SE”(SE 3.0)时代,以及 agentic 项目助理能否在真实实践中辅助而非替代人类项目经理。
方法
基于灰色文献综述提出“agentic SPM”愿景,并计划通过实践者感知调研、agentic 项目经理原型开发与真实案例研究进行验证,同时分析角色演变与技能提升需求。
评估
计划以实践者感知和真实软件项目管理案例研究,评估 agentic 项目经理原型在实际情境中的表现与影响。
原文摘要(Abstract)

With agentic AI, software engineering (SE) researchers envision the "agentic SE" (SE 3.0) era. Software project management must evolve in parallel to facilitate the agentic SE era. Software project manager still remains as a human-centered strategic role, that can be assisted by agentic AI, rather than a replacement. My recent grey literature review on practitioners’ current GenAI experience in SPM pointed me to the vision of "agentic SPM" era, which I plan to build upon and explore the potential to have an "agentic project manager" as an assistant to the human project manager. I aim to validate this vision with practitioners’ perceptions, develop a prototype of an agentic project manager, and conduct case studies to explore the performance in a real-world software project management context. I will also explore the evolution of project manager’s role and upskilling requirements with this AI evolution. While creating the foundation for new research possibilities, my PhD also guides software practitioners on responsible human-agent collaborations.

链接与引用

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BibTeX
@inproceedings{paperbot11657,
  title = {Transformative Impact of Agentic AI on Software Project Management},
  author = {Lakshana Assalaarachchi},
  booktitle = {ICSE},
  year = {2026},
  doi = {10.1145/3774748.3787632}
}