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AI Engineering Mental Models

Build the mental models that distinguish AI application development from ML research.

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Modules

3 total

The AI-Native Engineering Mindset

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Understand how AI changes software work, and why fundamentals and guided workflows matter more.

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2

Models Are Components, Not Products

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Name the model role, keep product authority in software, and separate training from inference at a practical level.

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3

Two Lenses For Every AI Feature

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Attach first runtime risks, success criteria, likely failures, and a release blocker to an AI feature.

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