Preprint Open access
StateWise: Diagnosing and Repairing Persistent Operational State Before Agent Actions
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, environmental or requirement changes can invalidate these records, while existing action review, provenance tracking, and clarification mechanisms may …