I .NET Development
| Capability |
Value |
Assessment |
| Unit Test Generation |
High |
~5x productivity gain; comprehensive coverage including edge cases |
| API Endpoint Scaffolding |
High |
Consistent RESTful patterns; understands repository architecture |
| EF Core Integration |
High |
DbContext setup, relationships, indexing strategies |
| Error Handling Patterns |
High |
Proper exception handling and validation logic |
| Capability |
Value |
Assessment |
| Bicep IaC Templates |
High |
Complete resource definitions; security best practices maintained |
| Azure Functions |
High |
Queue triggers, bindings, retry policies correctly implemented |
| Configuration Management |
Medium |
Good suggestions; requires verification for environment-specific settings |
| Capability |
Value |
Assessment |
| Technical Documentation |
High |
README files, API docs, ADRs; minimal editing required |
| Code Comments |
Medium |
Clear explanations; sometimes over-comments obvious code |
II. SPA Frameworks
| Capability |
Value |
Assessment |
| Component Scaffolding |
High |
Modern functional components with hooks; proper TypeScript typing |
| Service Layer Integration |
High |
Type-safe API calls; DTO pattern implementation |
| State Management |
High |
useState/useEffect patterns; avoids common pitfalls |
| Form Handling |
High |
Validation, error display, submit handling correctly implemented |
| Reusable Components |
High |
Generic CRUD patterns; works across entity types |
| Capability |
Value |
Assessment |
| Type Definitions |
High |
Accurate interfaces matching backend DTOs |
| Generic Patterns |
High |
Proper use of TypeScript generics for reusable code |
| Build Configuration |
Medium |
Webpack/Vite setup suggestions; may need customization |
| Capability |
Value |
Assessment |
| Multi-Framework Comparison |
High |
Objective analysis of React/Angular/Vue trade-offs |
| Pattern Translation |
High |
Converts patterns across frameworks maintaining consistency |
III. Architecture
| Capability |
Value |
Assessment |
| Pattern Evaluation |
High |
Trade-off analysis for repository, event-driven, API patterns |
| Technology Selection |
High |
Objective comparison (Queue vs Service Bus vs Event Hubs) |
| Design Documentation |
High |
Articulates rationale and decision factors clearly |
| Best Practices |
High |
Reinforces security, error handling, code organization standards |
| Capability |
Value |
Assessment |
| Project Organization |
High |
Portfolio structure aligned with target roles and objectives |
| Market Context |
Medium |
Technology trends awareness; limited on specific market conditions |
| Business Value Framing |
High |
Translates technical decisions into business impact language |
| Capability |
Value |
Assessment |
| Debugging Support |
High |
Methodical approach to CORS, deployment, integration issues |
| Code Review |
High |
Identifies issues, suggests improvements, explains reasoning |
| Performance Optimization |
Medium |
Good general guidance; may need profiling for specific bottlenecks |