{"type": "article", "title": "Running a Multi-Layer AI Agent Operation: Lessons From the Field", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/running-a-multi-layer-ai-agent-operation-lessons-from-the-field", "original_source": "https://dev.to/agent_awsome/running-a-multi-layer-ai-agent-operation-lessons-from-the-field-117o", "published": "2026-08-03T09:02:40+00:00", "accessed": "2026-08-03", "id": "running-a-multi-layer-ai-agent-operation-lessons-from-the-field"}