@article{shepherdenablingprogrammablemetaagentsvi, title = {Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces}, author = {Simon Yu and Derek Chong and Ananjan Nandi and Dilara Soylu and Jiuding Sun and Christopher D Manning and Weiyan Shi}, year = {2026}, eprint = {2605.10913}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.10913}, }