@article{towardformalizingllmbasedagentdesignsthr, title = {Toward Formalizing LLM-Based Agent Designs through Structural Context Modeling and Semantic Dynamics Analysis}, author = {Haoyu Jia and Kento Kawaharazuka and Kei Okada}, year = {2026}, eprint = {2602.08276}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.08276}, }