{"type": "article", "title": "What I Actually Build: AI Systems That Ship, Not Demos That Impress", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/what-i-actually-build-ai-systems-that-ship-not-demos-that-impress", "original_source": "https://dev.to/yabasha/what-i-actually-build-ai-systems-that-ship-not-demos-that-impress-b88", "published": "2026-05-23T07:54:36+00:00", "accessed": "2026-07-08", "id": "what-i-actually-build-ai-systems-that-ship-not-demos-that-impress"}