- In short
- Embedding the right feature at each AI-appropriate step means, once a step is mapped as AI-appropriate, choosing the feature that matches its nature: a Skill for a repeatable procedural step so the same rules apply consistently every time, and code execution for a step that involves a data calculation. Human-retained steps are built as explicit review gates in the redesigned workflow rather than left implicit.
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