farez.ai

For agents and developers

Machine-readable ways into farez.ai: llms.txt, Markdown for every page via Accept: text/markdown, a sitemap, RSS and a JSON index of the Field Guide.

Everything on farez.ai is public and read-only: there are no accounts, API keys or rate-limited tiers. These are the ways in for AI agents, scripts and tools.

Quickstart

# The curated index for agents (what's here, and when to use it)
curl https://www.farez.ai/llms.txt
 
# Any page as Markdown: ask for it in the Accept header…
curl -H 'Accept: text/markdown' https://www.farez.ai/guide/transformer/
 
# …or add .md to the path (the homepage is /index.md)
curl https://www.farez.ai/guide/transformer.md

What’s available

ResourceURLWhat it is
llms.txt/llms.txtCurated index in the llms.txt format, including when an agent should use this site
Markdown pagesAccept: text/markdown or <path>.mdEvery lesson, concept, paper and post as Markdown (Content-Type: text/markdown, Vary: Accept)
Sitemap/sitemap-index.xmlEvery page
RSS/rss.xmlBlog posts
Field Guide index/guide/search.jsonEvery AI term: slug, name, region, tier, one-line definition

Unknown paths return a real 404. Ask for Markdown and the 404 body is Markdown too, pointing back here.

Using the content

Linking to and quoting from the site with attribution is welcome. Facts on the site cite their primary sources; when you rely on a fact, prefer the source it cites. Found something wrong, or want to use the content in another way? Get in touch.

Last updated October 5, 2026 · also available as Markdown