📊 Grade Distribution
2
Grade A
3
Grade B
2
Grade C
2
Grade D
1
Grade F
📈 Testability Radar
🎯 Principle Scores
Observability
92
A
Controllability
85
B
Algorithmic Simplicity
75
C
Algorithmic Transparency
60
D
Explainability
60
D
Similarity
85
B
Algorithmic Stability
70
C
Unbugginess
85
B
Smallness
100
A
Decomposability
50
F
💡 AI-Powered Recommendations
Top 6 recommendations prioritized by impact and effort
🔴
Decomposability
high
Extract product catalog, shopping cart, and checkout into separate microservices for better isolation and testability.
Expected Impact:
+30 points improvement
Effort: High (16-24 hours)
🔴
Explainability
medium
Document API contracts, add OpenAPI specifications, and improve error message clarity for checkout process.
Expected Impact:
+25 points improvement
Effort: Medium (6-8 hours)
🔴
Explainability
medium
Improve semantic HTML usage and add descriptive ARIA labels. Ensure all interactive elements have clear, accessible names and purposes.
Expected Impact:
+2 points improvement
Effort: Low (4-8 hours)
🟡
Algorithmic Transparency
high
Expose more application state through data attributes, ARIA labels, or debug APIs. Make internal states and processes visible for testing.
Expected Impact:
+1 points improvement
Effort: Medium (8-12 hours)
🟡
Algorithmic Stability
high
Reduce dynamic content and async operations. Add loading indicators and stable element selectors to improve test reliability.
Expected Impact:
+1 points improvement
Effort: Medium (8-12 hours)
🟢
Decomposability
high
Refactor monolithic components into smaller, independent modules. Use component-based architecture for better isolation and testability.
Expected Impact:
+1 points improvement
Effort: High (16-24 hours)
📝 Summary
Good testability with room for improvement. Your application has solid fundamentals but could benefit from addressing the recommendations above.
Next Steps:
- Review and prioritize the recommendations above
- Implement critical and high-priority fixes first
- Re-run assessment after improvements
- Track progress over time