## Description
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## Checklist
Please ensure your pull request meets the following criteria before submitting
for review, these items will be used by reviewers to assess the quality and
completeness of your changes:

- [ ] **Code Readability**: Is the code easy to understand, well-structured, and consistent with project conventions?
- [ ] **Naming Conventions**: Are variable, function, and structs descriptive and consistent?
- [ ] **Code Duplication**: Is there any repeated code that should be refactored?
- [ ] **Function/Method Size**: Are functions/methods short and focused on a single task?
- [ ] **Comments & Documentation**: Are comments clear, useful, and not excessive? Were comments updated where necessary?
- [ ] **Error Handling**: Are errors handled appropriately ?
- [ ] **Testing**: Are there sufficient unit/integration tests?
- [ ] **Performance**: Are there any obvious performance issues or unnecessary computations?
- [ ] **Dependencies**: Are new dependencies justified ?
- [ ] **Logging & Monitoring**: Is logging used appropriately (not too verbose, not too silent)?
- [ ] **Backward Compatibility**: Does this change break any existing functionality or APIs?
- [ ] **Resource Management**: Are resources (files, connections, memory) managed and released properly?
- [ ] **PR Description**: Is the PR description clear, providing enough context and explaining the motivation for the change?
- [ ] **Documentation & Changelog**: Are README and docs updated if necessary?