{"type": "article", "title": "How to Make AI Work Visible at Scale: Lessons from Shopify's River Agent", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/how-to-make-ai-work-visible-at-scale-lessons-from-shopify-s-river-agent", "original_source": "https://www.mindstudio.ai/blog/how-to-make-ai-work-visible-shopify-river/", "published": "2026-05-27T00:00:00+00:00", "accessed": "2026-07-12", "id": "how-to-make-ai-work-visible-at-scale-lessons-from-shopify-s-river-agent"}