Repair the Core, Not the Symptom: Planning-Graph Repair for Long-Horizon Agents.

arXiv:2607.01767v3 Announce Type: replace Abstract: Long-horizon language agents make interdependent decisions across multiple rounds, forming growing planning graphs in which later decisions depend on earlier states, observations, and tool outputs. Errors in