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March 28, 2026Business & Information Systems Engineering1 citationsOpen Access

Developers’ Dilemma: Opportunities and Pitfalls of Generative AI for Software Development

JZJan ZachariasAPAlina PopovaMZMoritz von Zahn

Key Points

  • This study explores the potential benefits and drawbacks of generative AI in software development from expert perspectives.
  • Conducted 30 expert interviews
  • Examined sociotechnical impact of generative AI
  • Analyzed opportunities and pitfalls in software development
  • GenAI can enhance productivity and creative problem-solving
  • Concerns include over-reliance and skill degradation
  • Potential decline in communication and team cohesion among developers
  • Insights contribute to understanding social capital and professional identity in development

Abstract

Abstract Generative artificial intelligence (GenAI) has attracted worldwide attention across numerous domains, with particularly strong implications for software development. Effective integration of GenAI requires a thorough understanding of both its opportunities and pitfalls for software developers and the organizations they are embedded in. In this study, 30 expert interviews were conducted to examine the sociotechnical impact of GenAI from the perspective of software development practitioners. The findings show that GenAI can enhance individual and organizational productivity and stimulate creative problem-solving. At the same time, concerns emerge around over-reliance, skill degradation, and homogenization among developers. Moreover, with GenAI rapidly providing valuable information, communication between developers may decline, potentially undermining interpersonal relationships and team cohesion. These insights contribute to information systems theory by examining GenAI’s effects on social capital, machine-induced reflections, and developers’ professional identity, while also offering practical implications for the effective and sustainable adoption of GenAI in software development.

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Cite This Study

Zacharias et al. (2026) studied this question.

synapsesocial.com/papers/69c771b18bbfbc51511e1a72https://doi.org/10.1007/s12599-026-00998-y
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