## Purpose
_Briefly describe the problem this PR addresses and why it matters._

## Scope

**Included**

- 

**Out of scope**

-

## Context & Links

_Reminder: Link related issues or PRs (in the sidebar or below). Add short description for any needed context._

- 

## Reviewer Notes

_Anything reviewers should pay special attention to? Trade-offs, known limitations, or areas of uncertainty._

## Status

- [ ] Draft / In progress
- [ ] Ready for review
- [ ] Blocked (explain):

## Breaking Changes

- [ ] None
- [ ] (explain):

## Dependencies / Blockers

- [ ] None
- [ ] Open design questions (explain):
- [ ] External dependencies (explain):

## Testing / Validation

_How was this change validated?_

- [ ] None (explain):
- [ ] Unit tests
- [ ] Integration tests
- [ ] Manual testing (explain):


