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#### Reference Issues/PRs
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#### What does this implement/fix? Explain your changes.


#### Introduce yourself
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#### AI usage disclosure
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I used AI assistance for:
- Code generation (e.g., when writing an implementation or fixing a bug)
- Test/benchmark generation
- Documentation (including examples)
- Research and understanding

#### Any other comments?


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