{"type": "article", "title": "From Prototype to Production: Hard-Won Lessons Building Multi-Agent Systems That Actually Ship", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/from-prototype-to-production-hard-won-lessons-building-multi-agent-systems-that", "original_source": "https://dev.to/tamizuddin/from-prototype-to-production-hard-won-lessons-building-multi-agent-systems-that-actually-ship-19bl", "published": "2026-08-28T12:01:58+00:00", "accessed": "2026-08-28", "id": "from-prototype-to-production-hard-won-lessons-building-multi-agent-systems-that"}