Exploratory study of vibe-coded projects shows variability is bound at generation time; proposes VbR as an SPL method using LLMs to generate variant-specific code from specifications.
Building software by rolling the dice: A qualitative study of vibe coding,
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cs.SE 2years
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A case study of AI-agentic software development yields a process model explaining how engineering judgment converts recurring structural failures into durable governance mechanisms.
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Where Did the Variability Go? From Vibe Coding to Product Lines by Regeneration
Exploratory study of vibe-coded projects shows variability is bound at generation time; proposes VbR as an SPL method using LLMs to generate variant-specific code from specifications.
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Cheap Code, Costly Judgment: A Case Study on Governable Agentic Software Engineering
A case study of AI-agentic software development yields a process model explaining how engineering judgment converts recurring structural failures into durable governance mechanisms.