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LLMOps Playbook

Rollback StrategyMonitoring (Quality, Drift)Versioning (Prompts, Models)Canary & A/B ReleasesEvaluation Harness

LLMOps Playbook

Keep LLM behavior stable across changes.

  • Versioning for prompts and models
  • Evaluation harness + quality gates
  • Canary/A-B releases + monitoring
  • Fast rollback procedures
Define versioning

Core idea

Treat prompts and model routing like production code: versioned, tested, monitored, and reversible.

Related

LLM Capability Reference Model AI Rollback Runbook

Related Concepts (LLMOps)

Prompt Regression Test Sets for LLMs Evaluation Rubrics Fallback Strategy Cost Spike Control

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