Vibe coding as a reconfiguration of intent mediation in software development

Software development is undergoing a fundamental transformation as vibe coding becomes widespread, with large portions of contemporary codebases now being generated by Artificial Intelligence (AI). The disconnect between rapid adoption and limited conceptual understanding highlights the need for an inquiry into this emerging paradigm. Drawing on an intent perspective and historical analysis, we define vibe coding as a software development paradigm where humans and Generative AI (GenAI) engage in collaborative flow to co-create software artifacts through natural language dialogue, shifting the mediation of developer intent from deterministic instruction to probabilistic inference. By intent mediation, we refer to the fundamental process through which developers translate their conceptual goals into representations that computational systems can execute. Our results show that vibe coding redistributes epistemic labor between humans and machines, shifting expertise from technical implementation toward collaborative orchestration. We identify key opportunities, including democratization, acceleration, and systemic leverage, alongside risks such as black-box codebases, responsibility gaps, and ecosystem bias. We conclude with a research agenda spanning human-, technology-, and organization-centered directions to guide future investigations of this paradigm.

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Publication Details

Journal
Dokumentenrepositorium der RUB (Ruhr University Bochum)
Published
2025-12-17
Primary Topic
Software Engineering Techniques and Practices
Type
article
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article

Vibe coding as a reconfiguration of intent mediation in software development

Thorsten Berger, Tobias Hermanns, Kai‐Uwe Loser, Esther Von Der Weiden et al.
Dokumentenrepositorium der RUB (Ruhr University Bochum)
Software Engineering Techniques and Practices
article

Vibe coding as a reconfiguration of intent mediation in software development

Thorsten Berger, Tobias Hermanns, Kai‐Uwe Loser, Esther Von Der Weiden, Christian (Prof. Dr.) Meske
article en

Abstract

Software development is undergoing a fundamental transformation as vibe coding becomes widespread, with large portions of contemporary codebases now being generated by Artificial Intelligence (AI). The disconnect between rapid adoption and limited conceptual understanding highlights the need for an inquiry into this emerging paradigm. Drawing on an intent perspective and historical analysis, we define vibe coding as a software development paradigm where humans and Generative AI (GenAI) engage in collaborative flow to co-create software artifacts through natural language dialogue, shifting the mediation of developer intent from deterministic instruction to probabilistic inference. By intent mediation, we refer to the fundamental process through which developers translate their conceptual goals into representations that computational systems can execute. Our results show that vibe coding redistributes epistemic labor between humans and machines, shifting expertise from technical implementation toward collaborative orchestration. We identify key opportunities, including democratization, acceleration, and systemic leverage, alongside risks such as black-box codebases, responsibility gaps, and ecosystem bias. We conclude with a research agenda spanning human-, technology-, and organization-centered directions to guide future investigations of this paradigm.

Dokumentenrepositorium der RUB (Ruhr University Bochum)
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Openalex Percentile: Top 12%
Software Engineering Techniques and Practices
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Vibe coding as a reconfiguration of intent mediation in software development — Thorsten Berger, Tobias Hermanns, et al. · Dokumentenrepositorium der RUB (Ruhr University Bochum) (2025) | TGRS Research Map | TGRS