## Description
Please include a summary of the change and which issue is fixed. Please also include relevant motivation and context. List any dependencies that are required for this change.

## Type of Change
- [ ] Bug fix (non-breaking change which fixes an issue)
- [ ] New feature (non-breaking change which adds functionality)
- [ ] Breaking change (fix or feature that would cause existing functionality to not work as expected)
- [ ] Documentation update
- [ ] Refactoring (no functional change, code cleanup)
- [ ] Performance improvement

## Code Review Process
**IMPORTANT**: This project maintains an extremely high standard for code quality and correctness. By submitting this pull request, you acknowledge and agree to the following:

1. **You must be able to defend every single line of code you have added or modified**
2. **You must be prepared to explain the reasoning behind every design decision**
3. **You must be able to discuss and justify your approach to solving the problem**
4. **You must be ready to address all feedback and make requested changes**
5. **You must have thoroughly tested your changes and be confident in their correctness**

The code review process for this project is intentionally tedious and thorough. Do not submit a pull request unless you are prepared to defend your PR changes.

## Breaking Changes
If this change introduces any breaking changes, please describe them here.

## Checklist
- [ ] My code follows the project's coding style guidelines
- [ ] I have commented my code, particularly in hard-to-understand areas
- [ ] I have made corresponding changes to the documentation
- [ ] My changes generate no new warnings
- [ ] I have read the project's CONTRIBUTING guidelines
- [ ] I understand and agree to the rigorous code review process described above
