Jonathan Klein

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.