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\section*{Acknowledgments}
We thank the Casdoor project for providing the foundational IAM codebase. Special thanks to the Lux Foundation engineering team, identity working group, and 250,000+ users who have provided feedback over five years. This work was supported by the Lux Foundation.
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\appendix