Is AI-native engineering the same as vibe coding? 

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Is AI-native engineering the same as vibe coding? 

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No. Vibe coding, the term Andrej Karpathy coined in 2025, describes accepting AI-generated code with limited review and letting a codebase grow with partial human comprehension of it. It fits rapid prototyping. AI-native engineering uses the same AI-generation speed and adds specifications, automated tests, and human review gates. The distinguishing factor is traceability: whether someone can point to the requirement a change satisfies and the test that proves it.