StateWise: Diagnosing and Repairing Persistent Operational State Before Agent Actions

Yongyuan Peng, Zhou Feng, Tongying Wu +5

LLM agents combine reasoning, tool use, and persistent memory to support work across tasks by reusing stored operational records as premises for later actions. However, environment…