Unverified50% confidenceOpinionExact time
Karpathy指出Vibe Coding方式仅适用于个人项目或原型验证，因为AI生成的代码往往缺乏防御性编程、错误处理和安全审计
1
Sources
50%
Confidence
Long-term
Relevance
7/10/2026
First Seen
Sources
Related Claims
UnverifiedPure Vibe Coding is suitable for personal projects and prototype validation, but becomes unsustainable as project scale grows and business logic becomes more complex; engineering scenarios still require strict quality control.75% similarVerifiedVibe Coding is suitable for the exploration phase (prototyping) and one-off scripts, but in production systems requiring long-term maintenance it leads to problems such as debugging difficulties, security vulnerabilities, and architectural degradation.70% similarUnverified代码生成中的幻觉可通过语法检查甚至单元测试，却在集成测试或生产环境才暴露问题69% similar
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