> For the complete documentation index, see [llms.txt](https://docs.lleverage.ai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.lleverage.ai/administer-and-govern/rollout-and-operations.md).

# Rollout and operations

Introduce and operate Lleverage changes without confusing testing, publishing and live operational responsibility.

Moving from a working build to a dependable operational capability requires more than publishing a Workflow.

This section covers the practices around introducing change, observing live behaviour and deciding who acts when something needs attention.

The exact rollout process is organisation-specific, but three boundaries should stay clear:

* **build and test** — prove the implementation with realistic inputs;
* **publish and operate** — make a reviewed version the live path;
* **observe and improve** — use real execution evidence and operator feedback to decide what changes next.

Lleverage provides the runtime and product controls. Your organisation defines the release authority, review cadence and support ownership around them.


---

# Agent Instructions
This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com.

## Querying This Documentation
If you need additional information that is not directly available in this page, you can query the documentation by asking a question.

Perform an HTTP GET request on the following URL with the `ask` and `goal` query parameters:

```
GET https://docs.lleverage.ai/administer-and-govern/rollout-and-operations.md?ask=<question>&goal=<user_goal>
```

`ask` is the immediate question: it should be specific, self-contained, and written in natural language.
`goal` is what the user is ultimately trying to achieve, the reason they need the answer. Sharing it helps GitBook give you a better, more relevant answer. A goal is most helpful when it describes the outcome the user wants rather than restating the question. For example, with `ask=how do I create an API token`, a goal like `automate deployments from our CI pipeline` lets GitBook tailor the answer to that use case.

The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.