{
  "id": 9687189,
  "title": "Mastering LLM-as-Judge: Automated Annotation and Triage for Production AI Failures",
  "url": "https://urgent.news/2026/09/25/mastering-llm-as-judge-automated-annotation-and-triage-for-production",
  "topic": "ai",
  "section": "AI",
  "published": "2026-09-25T03:00:35.000Z",
  "source": {
    "name": "Dev.to",
    "slug": "dev-to",
    "url": "https://dev.to/hamza_dev_talks/mastering-llm-as-judge-automated-annotation-and-triage-for-production-ai-failures-56k2"
  },
  "original_language": "en",
  "account": null,
  "summary": "Mastering LLM-as-Judge: Automated Annotation and Triage for Production AI Failures Every single time you push a new system prompt or swap out an underlying model checkpoint, a silent failure happens in production that standard unit tests completely miss. Your users experience hallucinations, broken JSON schemas, or subtle logic drifts, while your CI/CD pipeline happily reports green lights across…",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}