{"type": "article", "title": "ControlScope: Workflow Revision and Reliability in LLM Agents", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/controlscope-workflow-revision-and-reliability-in-llm-agents", "original_source": "https://aiflash.com/news/128228/", "published": "2026-09-29T03:00:01+00:00", "accessed": "2026-09-29", "id": "controlscope-workflow-revision-and-reliability-in-llm-agents"}