Worked example
Example: revising acceptance criteria
- AI can draft acceptance criteria quickly.
- The human must check scope, edge cases, and testability.
- A good revision turns broad criteria into observable behavior.
Weak versus strong
Weak criterion
Weak
The shortlist should work well.
Strong
Given no saved laptops, when the shortlist opens, then it shows an empty state with one action to return to recommendations.
AI critique
Weak
Looks good.
Strong
Missing failure state, saved item count, and remove action.
Human decision
Weak
Use all AI suggestions.
Strong
Prioritize empty and remove states before sharing polish.