MaGe Linux Operations

Sep 3, 2026 · Operations

Canary Deployment & Rollback for LLM Services: Model, Prompt, Tokenizer Changes

This guide details a 10-step framework for safely deploying changes to LLM model, prompt, and tokenizer components using canary releases, traffic routing, automated metrics comparison, and instant rollback mechanisms with Kubernetes, Istio, and Prometheus.