{"type": "article", "title": "From retrieval to agents: 5 takeaways on production architecture for AI agents", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/from-retrieval-to-agents-5-takeaways-on-production-architecture-for-ai-agents", "original_source": "https://www.elastic.co/blog/context-engineering-agentic-ai", "published": "2026-08-18T00:00:00+00:00", "accessed": "2026-08-20", "id": "from-retrieval-to-agents-5-takeaways-on-production-architecture-for-ai-agents"}