{"type": "article", "title": "Phase 1: Building the foundation before the agent - what a chatbot looks like when you treat it like a real system", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/phase-1-building-the-foundation-before-the-agent-what-a-chatbot-looks-like-when", "original_source": "https://dev.to/riyon_sebastian/phase-1-building-the-foundation-before-the-agent-what-a-chatbot-looks-like-when-you-treat-it-id", "published": "2026-05-27T15:19:48+00:00", "accessed": "2026-07-12", "id": "phase-1-building-the-foundation-before-the-agent-what-a-chatbot-looks-like-when"}