{"type": "article", "title": "What we learned building proactive agents", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/what-we-learned-building-proactive-agents", "original_source": "https://www.serval.com/serval-news/raising-the-automation-ceiling", "published": "2026-07-14T14:43:59+00:00", "accessed": "2026-07-14", "id": "what-we-learned-building-proactive-agents"}