Start here. This is the direct spoken answer to practice first.
Overview
An AI release depends on more than application code and package versions.
I inventory the model or model endpoint, tokenizer, adapters, prompt templates, schemas, retrieval data, embeddings, parsers, tools, safety policies, and evaluation datasets that influence behavior. Each component has an approved source, version or digest, owner, and integrity check where available. Releases pin compatible combinations and can roll back them together.