Supervised vibe coding is a disciplined approach to AI-assisted development that keeps humans as the final decision-makers. Tracing the term from Andrej Karpathy's viral 2025 post to its mainstream adoption, this manifesto outlines ten laws covering incremental shipping, testing, security, documentation, and ownership — combining AI speed with the engineering judgment that production code actually demands.
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