## Description
<!-- Brief description of changes -->

## Related Issue
Closes #<!-- Add issue number here -->

## Type of Change
- [ ] Bug fix (non-breaking change fixing an issue)
- [ ] New feature (non-breaking change adding functionality)
- [ ] Breaking change (fix or feature causing API change)
- [ ] Documentation update

## Changes Made
<!-- Bulleted list of specific changes -->
- 
- 
- 

## Testing
- [ ] Unit tests added/updated
- [ ] Integration tests added/updated
- [ ] All tests pass locally: `cargo test --lib`
- [ ] No compiler warnings: `cargo clippy --release`
- [ ] Code formatted: `cargo fmt`

## Performance Impact
- [ ] No performance impact
- [ ] Performance improved (benchmarks provided)
- [ ] Performance may be affected (justification provided)

## Checklist
- [ ] Documentation updated
- [ ] Code follows style guidelines
- [ ] No breaking API changes (or clearly documented)
- [ ] Tested on multiple architectures (if applicable)
- [ ] Commit messages follow conventions

## Benchmark Results (if applicable)
```
<!-- Paste criterion.rs output or benchmark results -->
```

## Additional Context
<!-- Any other relevant information -->
