{"type": "article", "title": "AI Engineering Roadmap", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/ai-engineering-roadmap", "original_source": "https://aiengineeringfromscratch.com/prereqs.html", "published": "2026-07-01T09:48:29+00:00", "accessed": "2026-07-01", "id": "ai-engineering-roadmap"}