{"type": "article", "title": "Automata from Agent Traces: Failure and Next-Step Prediction", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/automata-from-agent-traces-failure-and-next-step-prediction", "original_source": "https://arxiv.org/abs/2608.23670", "published": "2026-08-26T04:00:00+00:00", "accessed": "2026-08-26", "id": "automata-from-agent-traces-failure-and-next-step-prediction"}