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Resources · Checklist

LLMOps Production Checklist

Pre-go-live checklist: evals, guardrails, cost caps, rollback, and on-call runbooks.

Helm and Kubernetes
Download includes README with deployment order.

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Sections

  • [ ] Offline eval suite in CI
  • [ ] Online faithfulness sampling
  • [ ] Gateway rate limits per tenant
  • [ ] Model version pinning + rollback

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Related

article ↓ Production AI Patterns That Survive Model Churn paper ↓ Production-Grade RAG Blueprint lab ↓ Deploy vLLM on EKS article ↓ LLMOps Observability: Metrics That Predict Failure checklist ↓ LLMOps Production Checklist

AI is easy. Running it in production is hard.