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We analyze code review interactions for AI-generated pull requests (PRs) on GitHub using the AIDev dataset and compare them to human-authored PRs within the same repositories. We find that most AI-generated PRs receive no review and, when…

Software Engineering · Computer Science 2026-05-05 Kacper Duma , Patryk Wróblewski , Jagoda Bobińska , Julia Winiarska , Piotr Przymus

Reports of poor work well-being and fluctuating productivity in software engineering have been reported in both academic and popular sources. Understanding and predicting these issues through repository analysis might help manage software…

Software Engineering · Computer Science 2024-06-24 Miikka Kuutila , Mika Mäntylä , Maëlick , Claes , Marko Elovainio , Bram Adams

Previous research has shown that crypto APIs are hard for developers to understand and difficult for them to use. They consequently rely on unvalidated boilerplate code from online resources where security vulnerabilities are common. We…

Cryptography and Security · Computer Science 2019-08-06 Mohammadreza Hazhirpasand , Mohammad Ghafari , Stefan Krüger , Eric Bodden , Oscar Nierstrasz

The use of free and open source software is gaining momentum due to the ever increasing availability and use of the Internet. Organizations are also now adopting open source software, despite some reservations in particular regarding the…

Software Engineering · Computer Science 2015-12-02 Faheem Ahmed , Piers Campbell , Ahmad Jaffar , Luiz Fernando Capretz

Web-based hosting services for version control, such as GitHub, have made it easier for people to develop, share, and donate money to software repositories. In this paper, we study the use of Bitcoin to make donations to open source…

Computers and Society · Computer Science 2019-07-10 Yury Zhauniarovich , Yazan Boshmaf , Husam Al Jawaheri , Mashael Al Sabah

A fundamental unit of work in programming is the code contribution ("commit") that a developer makes to the code base of the project in work. An author's commit frequency describes how often that author commits. Knowing the distribution of…

Software Engineering · Computer Science 2014-08-22 Carsten Kolassa , Dirk Riehle , Michel A. Salim

GitHub Sponsors, launched in 2019, enables donations to individual open source software (OSS) developers. Financial support for OSS maintainers and developers is a major issue in terms of sustaining OSS projects, and the ability to donate…

Software Engineering · Computer Science 2022-02-14 Naomichi Shimada , Tao Xiao , Hideaki Hata , Christoph Treude , Kenichi Matsumoto

Contributors to open source software (OSS) communities assume diverse roles to take different responsibilities. One major limitation of the current OSS tools and platforms is that they provide a uniform user interface regardless of the…

Software Engineering · Computer Science 2019-03-14 Jinghui Cheng , Jin L. C. Guo

A reproducibility crisis has been reported in science, but the extent to which it affects AI research is not yet fully understood. Therefore, we performed a systematic replication study including 30 highly cited AI studies relying on…

Artificial Intelligence · Computer Science 2024-12-25 Odd Erik Gundersen , Odd Cappelen , Martin Mølnå , Nicklas Grimstad Nilsen

In this work we seek to understand how differences in location affect participation outcomes in IT-mediated crowds. To do so, we operationalize Crowd Capital Theory with data from a popular international creative crowdsourcing site, to…

Computers and Society · Computer Science 2017-02-15 J. Prpic , P. Shukla , Y. Roth , J. F. Lemoine

Autonomous coding agents increasingly contribute to software development by submitting pull requests on GitHub; yet, little is known about how these contributions integrate into human-driven review workflows. We present a large empirical…

Software Engineering · Computer Science 2026-02-24 Costain Nachuma , Minhaz Zibran

Background: Pull Request (PR) Integrators often face challenges in terms of multiple concurrent PRs, so the ability to gauge which of the PRs will get accepted can help them balance their workload. PR creators would benefit from knowing if…

Software Engineering · Computer Science 2020-03-04 Tapajit Dey , Audris Mockus

Because open source software relies on individuals who select their own tasks, it is often underproduced -- a term used by software engineering researchers to describe when a piece of software's relative quality is lower than its relative…

Software Engineering · Computer Science 2024-12-10 Kaylea Champion , Benjamin Mako Hill

We conduct the first comprehensive study of the behavioral factors which predict leader emergence within open source software (OSS) virtual teams. We leverage the full history of developers' interactions with their teammates and projects at…

Human-Computer Interaction · Computer Science 2022-03-22 Jerome Hergueux , Samuel Kessler

Proper incentives are important for motivating developers in open-source communities, which is crucial for maintaining the development of open-source software healthy. To provide such incentives, an accurate and objective developer…

Software Engineering · Computer Science 2023-11-21 Yuqiang Sun , Zhengzi Xu , Chengwei Liu , Yiran Zhang , Yang Liu

As collaborative coding environments make it easier to contribute to software projects, the number of developers involved in these projects keeps increasing. This increase makes it more difficult for code reviewers to deal with buggy…

Software Engineering · Computer Science 2020-04-08 Filipe Falcão , Caio Barbosa , Baldoino Fonseca , Alessandro Garcia , Márcio Ribeiro , Rohit Ghey

The development Open Source Software fundamentally depends on the participation and commitment of volunteer developers to progress. Several works have presented strategies to increase the on-boarding and engagement of new contributors, but…

Software bots fulfill an important role in collective software development, and their adoption by developers promises increased productivity. Past research has identified that bots that communicate too often can irritate developers, which…

Software Engineering · Computer Science 2023-02-13 Amir Ghorbani , Nathan Cassee , Derek Robinson , Adam Alami , Neil A. Ernst , Alexander Serebrenik , Andrzej Wasowski

Pull request (PR) descriptions generated by AI coding agents are the primary channel for communicating code changes to human reviewers. However, the alignment between these messages and the actual changes remains unexplored, raising…

Software Engineering · Computer Science 2026-01-27 Jingzhi Gong , Giovanni Pinna , Yixin Bian , Jie M. Zhang

Context: To attract, onboard, and retain any new-comer in Open Source Software (OSS) projects is vital to their livelihood. Recent studies conclude that OSS projects risk failure due to abandonment and poor participation of newcomers.…

Software Engineering · Computer Science 2020-08-07 Ifraz Rehman , Dong Wang , Raula Gaikovina Kula , Takashi Ishio , Kenichi Matsumoto