Charting Uncertain Waters: A Socio-Technical Roadmap for Sustaining Open Source Communities in the Age of GenAI
Open Access
- 19 January 2026
- journal article
- Published by Association for Computing Machinery (ACM) in ACM Transactions on Software Engineering and Methodology
- Vol. 35 (8) , 1-21
Abstract
Open Source Software (OSS) communities face a wave of uncertainty as Generative AI (GenAI) rapidly transforms how software is created, maintained, and governed. Without clear frameworks, communities risk being overwhelmed by the complexity and ambiguity introduced by GenAI, threatening the collaborative ethos that underpins OSS. To address this gap, we present a Socio-Technical System (STS)-guided conceptual framework that applies McLuhan's Tetrad as an analytic lens to articulate how GenAI reshapes the socio-technical dynamics of OSS development. Through a scenario-based exploration across four components of the STS-guided framework—software practices, documentation, community engagement, and governance—we identify plausible socio-technical impacts and outline a corresponding Roadmap for sustaining OSS communities in the Age of GenAI. This Roadmap will enable OSS researchers and practitioners to interpret emerging transformations, anticipate challenges, and design interventions that foster long-term community resilience. By adopting this framework, OSS leaders and researchers can proactively shape the future of their ecosystems, rather than simply reacting to technological upheaval.Keywords
All Related Versions
Funding Information
- National Science Foundation (grants 2303612, 2247929, 2303042, 2347311, and 2303043)
This publication has 51 references indexed in Scilit:
- Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers2025
- Mentorship of Women in OSS Projects: A Cross-Disciplinary, Integrative Review2024
- Considerations About Integration of GenAI into Products and Services from an Ethical and Legal Perspective2024
- Guiding the way: A systematic literature review on mentoring practices in open source software projectsInformation and Software Technology, 2024
- Future of software development with generative AIAutomated Software Engineering, 2024
- Emergence of creativity in IS development teams: A socio-technical systems perspectiveInternational Journal of Information Management, 2023
- The State of Diversity and Inclusion in Apache: A Pulse Check2023
- How to facilitate a brainstorming session: The effect of idea generation techniques and of group brainstorm after individual brainstormCreative Industries Journal, 2018
- From the 4Ps to COM-SM: reconfiguring the social marketing mixJournal of Social Marketing, 2013
- Productivity loss in brainstorming groups: Toward the solution of a riddle.Journal of Personality and Social Psychology, 1987