## Summary

Explain the purpose of this PR and the problem it solves.

## Type of change

- [ ] Bug fix
- [ ] Feature
- [ ] Refactor/Chore
- [ ] Documentation

## How has this been tested?

Describe the testing performed. Include commands, test coverage, and screenshots where helpful.

## Checklist

- [ ] Tests pass locally (`pytest`)
- [ ] Added/updated tests where appropriate
- [ ] Docs updated (README/RELEASE/SECURITY/etc.)
- [ ] Follows code style and conventions

## Related issues

Link to any related issues (e.g., Closes #123).

