COVENANT: Natural-Language Workflow Compilation for Aligned Agent Execution

Jincheng Wang, Min Zheng, Tao Wei

Large language model (LLM) agents are increasingly entrusted with natural-language workflow instructions (e.g., retail-payment policies) that specify not only what outcome to achie…