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AI can generate code. It cannot generate the specification the code should execute from. A prompt is a request. A specification is a constraint. Without a specification, the AI builds what it predicts the prompt means — and the build is only as governed as the words in the prompt.

The paradigm shift is not in the tooling. It is in what has to be authored before the tooling is used.

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