{"type": "article", "title": "We built an AI that asks before it acts. Here is the architecture.", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/we-built-an-ai-that-asks-before-it-acts-here-is-the-architecture", "original_source": "https://dev.to/weio/we-built-an-ai-that-asks-before-it-acts-here-is-the-architecture-28ij", "published": "2026-08-25T07:01:09+00:00", "accessed": "2026-08-25", "id": "we-built-an-ai-that-asks-before-it-acts-here-is-the-architecture"}