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This article explores the trend of citizen developers—non-IT professionals using tools like AI to build technology solutions—which increases productivity but raises security concerns.
Karpathy's point about keeping AI on a leash still holds even as models improve, because permissions and authorization are separate from correctness. The article demonstrates how AI-generated apps lack identity and audit, and how Retool's platform solves this by providing a governed runtime.