AI Requirements Gap Review for Azure DevOps User Stories

Description

Problem
In Agile teams, User Stories often reach “Ready for Test” with incomplete Acceptance Criteria (AC), unclear validations, missing error handling, or undefined edge cases. QA spends time chasing clarifications late in the sprint, causing rework and test delays.

What the automation does
1. Trigger starts when a User Story moves to Ready for Test (or QA runs manually with Work Item ID).
2. UiPath fetches story details from ADO (Title, Description, AC, links).
3. AI generates a review in a fixed template:
• Missing info / questions (Must Clarify)
• Ambiguities (vague terms, missing expected results)
• Negative cases
• Boundary/edge cases
• Non-functional risks (performance, security, accessibility, logging)
4. UiPath posts the output as a comment in ADO Discussion.
5. Optionally adds tag AI-Req-Reviewed and logs execution.

Benefits
• Faster and consistent requirement reviews
• Fewer blockers during test design/execution
• Better coverage of negative/boundary scenarios
• Improves sprint predictability and reduces escaped defects

Where it fits in QA process
Requirements → Test Design → Review → Execution → Signoff
(Use Case targets Requirements stage)

Link

Date

2025-12-19

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