Briefly describe what this PR does and why.

• ...
• ...

• Bug fix (non-breaking change that fixes an issue)
• New feature (non-breaking change that adds functionality)
• Breaking change (fix or feature that would cause existing functionality to change)
• Refactor (no behavior change)
• Documentation update
• Test-only change
• Chore / CI

Describe the tests you ran to verify your changes (commands, scenarios, manual steps).

• Tests pass locally (pytest)
• Lint/format pass (ruff check / ruff format --check)
• New code is covered by tests where applicable
• Documentation updated where relevant
• CHANGELOG.md updated for user-visible changes (if the repo has one)
• Commit messages follow Conventional Commits

Closes #