AI & Machine Learning

Separate the Spec from the Scratch Pad

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In the context of AI-assisted coding submissions, it is essential to separate the specification (the contract) from the implementation (the scratch pad). Tests should be committed first, and candidates must be able to explain their work without relying on AI transcripts. This approach ensures developers truly own their code and understand its behavior beyond a single session's output.

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