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P2 Trustworthiness of Continuous Integration Practices

持续集成实践的可信度
ICSE Proceedings of the 2026 IEEE/ACM 48th International Conference on Software Engineering2026匹配度 1/10 · 论文聚焦持续集成实践的可信度与开发者信心,属于软件工程/社会技术流程研究,未涉及静态分析、LLM/Agent、浮点程序分析或贝叶斯程序分析。与用户核心研究方向几乎无交集。引用 0 inbox
Pablo Valenzuela-Toledo
crossref: 2026-09-12

AI 速览

一句话:研究持续集成实践的可信度,刻画不可信表现并提出维持开发者信心的方案。

持续集成实践(CIP)是现代软件开发中频繁集成、构建和测试变更的社会技术活动与流程。随着规模和复杂度增长,工作流维护、故障诊断与安全风险等问题会削弱开发者的信心。论文将“CIP 可信度”定义为开发者对自动化保持有根据信心的程度,探讨信任不仅依赖技术健全性,也依赖对流程的理解与控制。研究目标是量化和刻画不可信性的表现,并提出帮助开发者维持对 CIP 信心的解决方案,强调忽视可信度会限制 CIP 的有效性。

问题
持续集成实践的规模与复杂度带来工作流维护、故障诊断和安全风险,削弱开发者信心,因此需要解释并提升其可信度。
方法
论文将 CIP 可信度作为核心构念,计划量化与刻画不可信性的具体表现,并据此提出维持开发者信心的解决方案。
评估
摘要未给出具体评估设计;从摘要看,评估将围绕不可信表现的量化/刻画以及所提解决方案对开发者信心的支持展开。
原文摘要(Abstract)

Continuous Integration Practices (CIP) (i.e., the socio-technical activities, and processes that govern how software changes are frequently integrated, built, and tested), are central to modern software development. While CIP provide rapid feedback and promote seamless collaboration, their growing scale and complexity introduce challenges in workflow maintenance, failure diagnosis, and security risk. These challenges can erode developers’ confidence, indicating that trust in CIP depends not only on technical soundness but also on the ability to comprehend and control the processes. We refer to this overarching construct as the trustworthiness of CIP, which captures the extent to which developers can place justified confidence in automation despite its challenges and limitations. In this thesis, we examine the trustworthiness of CIP as a means to explain the dynamics of confidence in these practices. We argue that overlooking trustworthiness concerns undermines developers’ confidence and limits the effectiveness of CIP. We aim to quantify and characterize manifestations of untrustworthiness and to propose solutions that help developers sustain confidence in their CIP.

链接与引用

DOI 原文 · PDF(开放获取) ·

BibTeX
@inproceedings{paperbot11739,
  title = {Trustworthiness of Continuous Integration Practices},
  author = {Pablo Valenzuela-Toledo},
  booktitle = {ICSE},
  year = {2026},
  doi = {10.1145/3774748.3787654}
}