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Author

Jonathan Klein

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Review Aug 2026

Vibe Coding: Practice, Performance, Productivity, and Risk -A State-of-the-Art Review

This state-of-the-art review assembles that evidence across a cross-disciplinary corpus spanning software engineering, human-computer interaction, labour economics, security research, governance, and education, finding the early benchmarks saturated but task-level capability uneven.

D. Michels, Mutaz Abu Ghazaleh, F. Lazzari et al. · 0 citations

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