Expired50% confidenceOpinionExact time
Most Vibe Coding cases still remain at the level of building web pages or writing simple tools, and cases genuinely applied to professional workflows are relatively rare
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/2/2026
First Seen
This claim has expired. It is kept for the record and no longer describes the current state.
Valid until: 9/30/2026(expired)
Sources
Zero-Code Development of a Desktop AI Art Review Tool: A Vibe Coding Case Study
bilibili徐Sir-AI视觉万象6/21/2026
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