InferenceOps and management
The operational practices that keep an inference service healthy over time.
Draft
Infrastructure and operations
Draft page
This page is an outline. It describes what will be covered and is not yet complete technical documentation.
Beyond the initial deployment, an inference service needs release procedures, capacity management, cost attribution and incident response — the ordinary operational disciplines, adapted to workloads where a single replica may cost more per hour than an entire conventional service.
This page collects those practices.
What you will learn
- How to release model and configuration changes safely.
- How to manage capacity and quota across tenants.
- How to attribute and control cost.
- What inference-specific incident response looks like.
Recommended outline
This page is an outline. The subsections below are the planned structure; they are filled in as the handbook is written.