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P2 "Making Our Life Less Monotonous" or "Just Tick Things Off": An Exploratory Multi-Method Study of Toil

“让我们的生活少些单调”或“只是把事勾掉”:一项关于 Toil 的探索性多方法研究
ICSE Proceedings of the 2026 IEEE/ACM 48th International Conference on Software Engineering2026匹配度 1/10 · 该论文是 SRE 中 toil 的质性实证研究,关注运维重复性任务的定义与从业者感知,不涉及静态分析、LLM/Agent、浮点程序分析或贝叶斯程序分析等核心方向;仅与开发者工具/工程实践有非常边缘的关联。引用 0 inbox
Tom Kafoe, Lina Ochoa, Sharath Siravuru, Alexander Serebrenik
crossref: 2026-09-12

AI 速览

一句话:通过灰色文献与访谈,揭示从业者对 SRE 中 toil 的定义扩展、负面影响及减少 toil 的阻力。

论文关注 SRE 中的 toil:手动、重复、可自动化、被动响应且不产生持久价值的生产运维任务。随着 SRE 被 Google 之外的组织采用,toil 的定义与感知出现不一致。作者以“更少 toil 更好”为出发点,采用多方法研究:分析灰色文献以获得实践视角,并在 ING 进行半结构化访谈以三角验证。研究发现,Google 的 toil 定义虽被广泛采纳,但已被扩展出更多技术属性(如例行、耗时、持续)和人的维度(如单调、并非只是不想要的工作)。从业者通常将 toil 视为负面,认为它影响组织增长、团队效率和士气;虽然消除 toil 普遍受赞许,但也存在阻力,原因包括成本、复杂性以及可能伤害主要处理 toil 的员工。

问题
研究问题是在 SRE 实践扩散后,不同开发者如何定义 toil、它带来何种影响,以及减少 toil 是否总被视为有益。
方法
方法上结合灰色文献分析与 ING 的半结构化访谈,进行多方法三角验证。
评估
评估基于对文献与访谈资料的定性分析,总结 toil 定义、感知影响及对减少 toil 的支持与阻力。
原文摘要(Abstract)

Google introduced Site Reliability Engineering (SRE) as a DevOps approach focused on service reliability. A key concept in SRE is toil defined as manual, repetitive, automatable, and reactive tasks that arise in production service management, scale with service growth, and provide no lasting value. As SRE adoption expands beyond Google, organisations adapt SRE practices and terminology, leading to inconsistencies in how toil is defined and perceived. Understanding toil is crucial, as it is assumed to directly impact both operational efficiency and well-being of engineers, ultimately influencing the reliability and scalability of production services. In this study, we examine toil in light of Google’s claim that “less toil is better". We explore how different developers define toil, its perceived impact, and whether reducing toil is seen as beneficial. To this end, we analyse grey literature, for a broad, practical perspective of toil and its effects, and conduct semi-structured interviews at ING to triangulate the previous findings. We observe that while Google’s toil definition has been widely adopted, it has been expanded to include additional technical attributes (e.g., routine, time-consuming, persistent) and human aspects (e.g., mundane, not just unwanted work). Practitioners generally view toil negatively, citing its impact on organisations’ growth, teams’ efficiency, and morale. However, while toil elimination is generally praised, we also observe resistance stemming from concerns over cost, complexity, and the possible negative impact this elimination can have on employees predominantly working on toil.

链接与引用

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BibTeX
@inproceedings{paperbot11832,
  title = {"Making Our Life Less Monotonous" or "Just Tick Things Off": An Exploratory Multi-Method Study of Toil},
  author = {Tom Kafoe and Lina Ochoa and Sharath Siravuru and Alexander Serebrenik},
  booktitle = {ICSE},
  year = {2026},
  doi = {10.1145/3744916.3764540}
}