## Quality Philosophy

### Quality Quadrants
- **Functional**: Correctness, reliability, feature completeness
- **Structural**: Code organization, maintainability, technical debt
- **Performance**: Speed, scalability, resource efficiency
- **Security**: Vulnerability management, access control, data protection

### Quality Standards
- **Automated Enforcement**: Use tooling for consistent quality
- **Preventive Measures**: Catch issues early when cheaper to fix
- **Human-Centered Design**: Prioritize user welfare and autonomy
