AI Engineering · Versioning and Release Pipelines

A change to a prompt, model, or dataset can change system behavior. Version these assets like code, validate them through evaluation gates in CI/CD, and deploy them safely through staged rollouts.

Chapters

1. Chapter 9: Prompt, Model, and Data Versioning
2. Chapter 10: LLM CI/CD, Staged Rollouts, Canary Releases, and A/B Tests

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