{
  "gem": {
    "slug": "ralph-guide-vg-2019",
    "name": "Ralph Guide",
    "description": "Walkthrough of the Ralph technique: running a coding agent in a repeating loop against a spec until every item is finished.",
    "url": "https://ralph-guide.lovable.app/",
    "domain": "ralph-guide.lovable.app",
    "author": null,
    "license": "free",
    "category": "AI Skills, Agents & MCP",
    "subcategory": "Agent patterns",
    "tags": [
      "agents",
      "ralph-loop",
      "claude-code",
      "autonomous",
      "workflow"
    ],
    "whyGem": "Ralph is mostly folklore in blog posts; a structured walkthrough is rare.",
    "sourceType": "site",
    "image": "/api/public/library/og/VG-2019.png",
    "pageUrl": "https://vibing.inc/library/ralph-guide-vg-2019"
  }
}