---
title: AI Workflow Design
description: Shape the page structure so LLMs can read the site and generate
  better content from it.
published: true
---

# AI Workflow Design

We design the content surface so AI tools can work with the site instead of fighting it.

## What this includes

- LLM-friendly markdown patterns
- `llms.txt` and source mirror strategy
- shortcode guidance for structured blocks
- page naming and traversal conventions

## Why it matters

If the site is structured for machine reading from the start, the LLM does less guessing and more useful work.