Loud Failures, Quiet Failures: Fault Detection and Recovery in Tool-Using Language Model Agents.

arXiv:2610.10062v1 Announce Type: new Abstract: Tool-using agents are usually scored on whether they finish a task while the tools work. Deployments are less forgiving: services time out, endpoints disappear, parameter names change, and results come back well