- Files changed
- Additions
- Deletions
- Total changes
AI Summary
Key Findings
Highest-value observations and suggested follow-up from the persisted report.
Changed Files
Deterministic file statistics captured when the report was generated.
Affected Areas
Potential Coverage Gaps
Potential gaps are review observations, not confirmed application defects.
Existing Relevant Tests
Recommended Tests
Suggested additions for human QA review, not current runtime results.
Full Risk Rationale
QA Notes
Analysis Limitations
How This Analysis Works
- Pull Request
- Change Extraction
- Existing QA Catalog
- AI Change-Impact Analysis
- Structured Report
- Human Review
GitHub supplies deterministic change data, and the automated-test catalog is derived from project test source. Structured Outputs constrain the analysis shape. pytest and Playwright remain the deterministic executors; AI recommendations support human QA review.