Charting Uncertain Waters: A Socio-Technical Roadmap for Sustaining Open Source Communities in the Age of GenAI

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.

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Publication Details

Journal
ACM Transactions on Software Engineering and Methodology
Published
2026-01-19
DOI
https://doi.org/10.1145/3789210
Primary Topic
Open Source Software Innovations
Type
article
Field-Weighted Citation Impact
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article

Charting Uncertain Waters: A Socio-Technical Roadmap for Sustaining Open Source Communities in the Age of GenAI

Zixuan Feng, Anita Sarma, Igor Steinmacher, Emerson Murphy-Hill et al.
ACM Transactions on Software Engineering and Methodology
Open Source Software Innovations
article

Charting Uncertain Waters: A Socio-Technical Roadmap for Sustaining Open Source Communities in the Age of GenAI

Zixuan Feng, Anita Sarma, Igor Steinmacher, Emerson Murphy-Hill, Alexander Serebrenik, Tyler Menezes, Reed M. Milewicz
article en

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.

ACM Transactions on Software Engineering and Methodology
Microsoft (United States) (US), Oregon State University (US), Northern Arizona University (US), Sandia National Laboratories (US), Centro Universitário da Cidade (BR), Eindhoven University of Technology (NL)
Openalex Percentile: Top 89%
Open Source Software Innovations
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Charting Uncertain Waters: A Socio-Technical Roadmap for Sustaining Open Source Communities in the Age of GenAI — Zixuan Feng, Anita Sarma, et al. · ACM Transactions on Software Engineering and Methodology (2026) | TGRS Research Map | TGRS