{"type": "article", "title": "The AI Development Lifecycle: From PoC to Production Without Guesswork", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/the-ai-development-lifecycle-from-poc-to-production-without-guesswork", "original_source": "https://dev.to/devsotatek/the-ai-development-lifecycle-from-poc-to-production-without-guesswork-2jlj", "published": "2026-10-12T08:06:14+00:00", "accessed": "2026-10-12", "id": "the-ai-development-lifecycle-from-poc-to-production-without-guesswork"}