---
title: How we AI
description: Guidelines for using AI in documentation work.
image: https://developers.cloudflare.com/cf-twitter-card.png
---

> Documentation Index  
> Fetch the complete documentation index at: https://developers.cloudflare.com/style-guide/llms.txt  
> Use this file to discover all available pages before exploring further.

[Skip to content](#%5Ftop) 

# How we AI

This section shares how Cloudflare uses AI to accelerate and augment our content operations. We view AI as a tool that enables us to do our best work, faster. Whether we are designing prompts, researching a new product, or finding ways to turn a manual, week-long process into a job that takes an afternoon to complete, we are continuously looking for ways to iterate and streamline our operations. We know that when we can save time on one time-intensive task, we can spend more time on improving our content experiences for our customers.

As a result, we use and have used AI to:

* Vibecode, test, and deploy a web application for scoring in-product strings, error messages, and API docs.
* Perform competitive analyses and audits on documentation.
* Streamline documenting REST API examples.
* Design prompts based on our content types, templates, and style to enable stakeholders with a doc idea to quickly draft content for us to review and publish.
* Find topics missing descriptions, generate descriptions based on the page’s content, and add them to each page.
* And more…

We hope you learn from the topics below. As always, [submit a pull request](https://developers.cloudflare.com/style-guide/contributions/) if you find something that is inaccurate, missing, or needs more information.

* [ When we use AI ](https://developers.cloudflare.com/style-guide/how-we-docs/how-we-ai/when-we-use-ai/)
* [ Prompt templates ](https://developers.cloudflare.com/style-guide/how-we-docs/how-we-ai/prompt-templates/)
* [ Prompt libraries ](https://developers.cloudflare.com/style-guide/how-we-docs/how-we-ai/prompt-libraries/)
* [ Control how AI crawls your docs ](https://developers.cloudflare.com/style-guide/how-we-docs/how-we-ai/control-ai-crawls/)
* [ Examples ](https://developers.cloudflare.com/style-guide/how-we-docs/how-we-ai/examples/)

```json
{"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"item":{"@id":"/directory/","name":"Directory"}},{"@type":"ListItem","position":2,"item":{"@id":"/style-guide/","name":"Style Guide"}},{"@type":"ListItem","position":3,"item":{"@id":"/style-guide/how-we-docs/","name":"How we docs"}},{"@type":"ListItem","position":4,"item":{"@id":"/style-guide/how-we-docs/how-we-ai/","name":"How we AI"}}]}
```