MeshHeal: Two-Timescale Self-Healing for Gray Failures in Decentralized LLM Agent Networks.

arXiv:2609.29015v1 Announce Type: new Abstract: Decentralized LLM-based multi-agent systems coordinate through local interactions, but an agent can remain responsive while its task-solving quality persistently degrades. Such gray failures require protecting cu