## Summary

Describe the user-visible change and the reason for it.

## Checklist

- [ ] I updated user-facing docs when behavior, flags, config, or examples changed.
- [ ] I added or updated tests for the changed behavior.
- [ ] I ran the relevant local checks.
- [ ] I noted any follow-up work or intentional limitations.

## Validation

List the commands you ran locally, for example:

```bash
pytest
make docs
make dist
```

## Risks

Call out migration concerns, breaking changes, optional dependency impacts, or areas that still need
follow-up.
