## ๐Ÿ“ Description Brief description of changes made in this pull request. ## ๐ŸŽฏ Type of Change Please delete options that are not relevant. - [ ] ๐Ÿ› Bug fix (non-breaking change which fixes an issue) - [ ] โœจ New feature (non-breaking change which adds functionality) - [ ] ๐Ÿ’ฅ Breaking change (fix or feature that would cause existing functionality to not work as expected) - [ ] ๐Ÿ“š Documentation update - [ ] โšก Performance improvement - [ ] ๐Ÿ”ง Refactoring (no functional changes) - [ ] ๐Ÿงช Test addition or update - [ ] ๐Ÿ—๏ธ Build system or external dependency change - [ ] ๐ŸŽจ Style/formatting change (no functional changes) ## ๐Ÿ”— Related Issues Closes #(issue number) Fixes #(issue number) Related to #(issue number) ## ๐Ÿงช Testing ### Test Coverage - [ ] Unit tests added/updated - [ ] Integration tests added/updated - [ ] Performance tests added/updated - [ ] Manual testing completed ### Test Results ```bash # Run test suite pytest tests/ -v --cov=src # Results: # - Total tests: X # - Passed: X # - Failed: X # - Coverage: X% ``` ### Performance Impact - [ ] Latency remains <20ms - [ ] Accuracy remains <10cm - [ ] Frame rate remains 30-60 FPS - [ ] CSI rate remains โ‰ฅ100 pkt/s ## ๐Ÿ“‹ Checklist ### Code Quality - [ ] Code follows the project's style guidelines - [ ] Self-review of code completed - [ ] Code is commented, particularly in hard-to-understand areas - [ ] Corresponding changes to documentation made - [ ] No new warnings generated - [ ] No new linting errors ### Documentation - [ ] README.md updated (if applicable) - [ ] API documentation updated (if applicable) - [ ] Code comments added/updated - [ ] CHANGELOG.md updated - [ ] Installation instructions updated (if applicable) ### Security - [ ] No security vulnerabilities introduced - [ ] Sensitive data properly handled - [ ] Authentication/authorization updated (if applicable) - [ ] Input validation added (if applicable) ### Compatibility - [ ] Backward compatibility maintained - [ ] Forward compatibility considered - [ ] Cross-platform compatibility verified - [ ] Dependency versions compatible ## ๐Ÿ”ง Technical Details ### Changes Made ```python # Example of key changes class NewFeature: def __init__(self, config: Config): self.config = config def process_data(self, data: InputData) -> OutputData: # New implementation return processed_data ``` ### Configuration Changes ```json { "new_feature": { "enabled": true, "parameter": "value" } } ``` ### API Changes - [ ] No breaking API changes - [ ] New API endpoints added - [ ] Existing API endpoints modified - [ ] API documentation updated ### Dependencies - [ ] No new dependencies added - [ ] New dependencies added and documented - [ ] Dependency versions updated - [ ] Security implications reviewed ## ๐Ÿ“Š Performance Analysis ### Before Changes - **Latency**: X ms - **Accuracy**: X cm - **Frame Rate**: X FPS - **Memory Usage**: X MB - **CPU Usage**: X% ### After Changes - **Latency**: X ms - **Accuracy**: X cm - **Frame Rate**: X FPS - **Memory Usage**: X MB - **CPU Usage**: X% ### Performance Tests ```bash # Run performance benchmarks python -m pytest tests/test_performance.py -v # Results: # - Latency test: PASSED # - Accuracy test: PASSED # - Memory test: PASSED ``` ## ๐Ÿš€ Deployment ### Environment - [ ] Development environment tested - [ ] Staging environment tested - [ ] Production environment ready ### Rollback Plan - [ ] Rollback procedure documented - [ ] Data migration plan (if applicable) - [ ] Configuration rollback tested ### Monitoring - [ ] Metrics collection updated - [ ] Alerting rules updated - [ ] Logging enhanced (if applicable) ## ๐Ÿ“ธ Screenshots If applicable, add screenshots to help explain your changes: ### Before ![Before](url-to-before-screenshot) ### After ![After](url-to-after-screenshot) ## ๐Ÿ” Code Review Notes ### Key Areas to Review - [ ] Algorithm implementation - [ ] Error handling - [ ] Performance implications - [ ] Security considerations - [ ] Documentation quality ### Potential Issues - [ ] Edge cases handled - [ ] Error conditions tested - [ ] Resource cleanup implemented - [ ] Thread safety considered ## ๐Ÿ“ Additional Notes Any additional information that reviewers should know: - **Breaking Changes**: List any breaking changes - **Migration Guide**: Link to migration documentation - **Known Issues**: List any known issues or limitations - **Future Work**: Mention any planned follow-up work ## ๐ŸŽฏ Acceptance Criteria - [ ] All tests pass - [ ] Code review completed - [ ] Documentation updated - [ ] Performance benchmarks met - [ ] Security review completed - [ ] Deployment tested ## ๐Ÿ“‹ Review Checklist ### For Reviewers - [ ] Code follows project standards - [ ] Tests are comprehensive - [ ] Documentation is clear - [ ] Performance impact is acceptable - [ ] Security implications considered - [ ] Backward compatibility maintained ### For Maintainers - [ ] All CI checks pass - [ ] Code coverage meets requirements - [ ] Performance benchmarks pass - [ ] Security scan passes - [ ] Documentation builds successfully --- **Before merging:** - [ ] All CI/CD checks pass - [ ] At least one maintainer approval - [ ] All requested changes addressed - [ ] Final testing completed - [ ] Release notes prepared