## Summary

<!-- What does this PR do? What problem does it solve? -->

## Changes

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## Testing

<!-- Describe how you tested your changes -->

- [ ] New tests added for any new functionality (required — `make test` enforces 100% coverage)
- [ ] All tests pass locally: `make test`
- [ ] Linting passes: `make lint`
- [ ] Type checking passes: `make typecheck`
- [ ] Security scan passes: `make security`
- [ ] Full check suite passes: `make all`

## Related Issues

<!-- Link to any related issues: "Fixes #123" or "Closes #456" -->

## Notes for Reviewers

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