{"type": "article", "title": "Designing a Persistent Knowledge Layer That Refuses to Guess", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/designing-a-persistent-knowledge-layer-that-refuses-to-guess", "original_source": "https://ainexusdaily.vercel.app/article/2026-08-16-designing-a-persistent-knowledge-layer-that-refuses-to-guess", "published": "2026-08-16T15:00:00+00:00", "accessed": "2026-08-17", "id": "designing-a-persistent-knowledge-layer-that-refuses-to-guess"}