@article{roleswithrailscontractpreservingroleevol, title = {Roles with Rails: Contract-Preserving Role Evolution in Multi-Agent Structured Reasoning}, author = {Ling-Yue Ge and Lan-Zhe Guo}, year = {2026}, eprint = {2605.28433}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.28433}, }