---
title: "Sources and acknowledgements"
description: "Upstream sources and the editorial approach used by this documentation."
---

> Documentation Index
> Fetch the complete documentation index at: https://help.serialize.dev/llms.txt
> Use this file to discover all available pages before exploring further.

# Sources and acknowledgements

Serialize is based on the open-source [GCHQ CyberChef project](https://github.com/gchq/CyberChef). These docs use upstream concepts and public examples as factual references, then rewrite them around Serialize's browser workspace, security boundaries, recipe pages, and agent interfaces.

Primary references include the [CyberChef README](https://github.com/gchq/CyberChef#how-it-works), [project wiki](https://github.com/gchq/CyberChef/wiki), [Node API guide](https://github.com/gchq/CyberChef/wiki/Node-API), and [operation-authoring guide](https://github.com/gchq/CyberChef/wiki/Adding-a-new-operation).

The documentation site itself uses [Cloudflare Nimbus](https://github.com/cloudflare/nimbus), an Astro documentation system that publishes human-readable pages alongside Markdown and LLM indexes.

Source: https://help.serialize.dev/acknowledgements/index.mdx