Define a bounded job
An AI feature needs a clear purpose and clear limits. Describe its inputs, expected outputs and the situations where a person should take over.
Make quality observable
Keep representative examples, including difficult cases. Review results against explicit criteria whenever the prompt, model or surrounding workflow changes.
Design for correction
Let people inspect, correct and reject a result. A useful system makes uncertainty visible and supports recovery when an output is wrong.
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