StateWise: Diagnosing and Repairing Persistent Operational State Before Agent Actions

Excerpt

arXiv:2610.05241v1 Announce Type: cross Abstract: 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 leave the underlying persistent state uncorrected. Our audit of coding-agent trajectories identifies candidate failure chains in w