{"slug": "ai-can-build-the-prototype-production-is-still-the-hard-part", "title": "AI Can Build the Prototype. Production Is Still the Hard Part.", "summary": "A developer built VibeRaven, an open-source tool that scans repositories to map production readiness gaps, addressing the challenge of moving AI-generated prototypes to reliable production systems.", "body_md": "AI coding tools make it very easy to get an app running.\n\nBut getting from “it works locally” to “real users can depend on this” is still where things get messy:\n\nI built VibeRaven as an open-source tool to help with that gap.\n\nInstead of treating production readiness as a vague checklist, it scans the repo and creates a mission map of what exists, what is missing, what needs provider action, and what should be verified before launch.\n\nGitHub:\n\n[https://github.com/ohad6k/VibeRaven](https://github.com/ohad6k/VibeRaven)\n\nRun it with:\n\n```\nbash\nnpx -y viberaven\n```\n\n", "url": "https://wpnews.pro/news/ai-can-build-the-prototype-production-is-still-the-hard-part", "canonical_source": "https://dev.to/ohadkr/ai-can-build-the-prototype-production-is-still-the-hard-part-2adk", "published_at": "2026-06-18 16:02:07+00:00", "updated_at": "2026-06-18 16:29:55.232849+00:00", "lang": "en", "topics": ["developer-tools", "artificial-intelligence", "ai-tools", "ai-agents", "ai-infrastructure"], "entities": ["VibeRaven", "GitHub"], "alternates": {"html": "https://wpnews.pro/news/ai-can-build-the-prototype-production-is-still-the-hard-part", "markdown": "https://wpnews.pro/news/ai-can-build-the-prototype-production-is-still-the-hard-part.md", "text": "https://wpnews.pro/news/ai-can-build-the-prototype-production-is-still-the-hard-part.txt", "jsonld": "https://wpnews.pro/news/ai-can-build-the-prototype-production-is-still-the-hard-part.jsonld"}}