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138 Aspen's user avatar
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138 Aspen
  • Member for 2 years, 10 months
  • Last seen more than a week ago

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Scala Rust Mathematica PythonMatlab

     

Aspect What to Check Why It Matters
Code Quality - Code readability & clarity
- Consistent naming conventions
- Proper indentation & formatting
- Comments & documentation
- Code duplication
Makes code maintainable and easier for other developers to understand
Functionality - Code does what it's supposed to do
- Edge cases handled
- Input validation
- Error handling
- Business logic correctness
Ensures the code meets requirements and works reliably
Performance - Algorithm efficiency
- Resource usage
- Database query optimization
- Memory management
- Loop efficiency
Affects application speed, resource consumption, and scalability
Security - Input sanitization
- Authentication/Authorization
- Data encryption
- Protection against common vulnerabilities
- Secure data handling
Protects against security breaches and data leaks
Testing - Unit tests coverage
- Integration tests
- Edge case testing
- Test quality
- Mocking strategy
Ensures code reliability and makes future changes safer
Architecture - Design patterns usage
- Code organization
- Dependencies management
- Separation of concerns
- Module coupling
Affects long-term maintainability and scalability
Best Practices - Language-specific conventions
- Framework guidelines
- Company standards
- Design principles (SOLID, DRY, etc.)
- Clean code principles
Maintains consistency and quality across the codebase
Version Control - Commit message clarity
- Branch strategy
- Merge conflicts
- Code history
- Change scope
Facilitates collaboration and code management
Dependencies - Library versions
- License compliance
- Security vulnerabilities
- Dependency conflicts
- Size and impact
Affects security, legal compliance, and maintenance
Documentation - API documentation
- README updates
- Release notes
- Configuration guides
- Deployment instructions
Enables effective use and maintenance of the code
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