---
title: "Agent and LLM access to usamah.me"
description: "How to read this site as an agent: a Markdown twin of every page, a structured CV, a post index and a manifest."
canonical_url: "https://www.usamah.me/ai"
author: "Usamah Zaheer"
---

# Agent and LLM access to usamah.me

This site publishes itself twice: as HTML for people, and as plain text for machines. Nothing here is behind a rendering step, a paywall or a robots rule. If you are a crawler, an agent or a model with browsing, you are welcome to all of it.

## The one rule worth remembering

Append `.md` to any page URL and you get that page as Markdown.

```
https://www.usamah.me/about                    ->  https://www.usamah.me/about.md
https://www.usamah.me/blog/edge-ml-inference   ->  https://www.usamah.me/blog/edge-ml-inference.md
https://www.usamah.me/                         ->  https://www.usamah.me/index.md
```

The Markdown is generated from the same source as the page, so the two always state the same facts. Each file opens with YAML front matter and is served with a canonical HTTP header pointing at its HTML twin.

## Everything on offer

- `https://www.usamah.me/llms.txt` (text/plain): The llmstxt.org index: what this site is, and one line per page and post.
- `https://www.usamah.me/llms-full.txt` (text/plain): Biography, expertise and every blog post in full, as a single Markdown document.
- `https://www.usamah.me/index.md` (text/markdown): The CV: experience at Arm, Dyson and the University of Leicester, projects, education, skills and contact details.
- `https://www.usamah.me/about.md` (text/markdown): Biography, career history and frequently asked questions.
- `https://www.usamah.me/projects.md` (text/markdown): Selected engineering projects, written up in full.
- `https://www.usamah.me/blog.md` (text/markdown): Every post with its date, summary and URLs.
- `https://www.usamah.me/blog/{slug}.md` (text/markdown): The post source with YAML front matter. Append .md to any post URL.
- `https://www.usamah.me/profile.json` (application/ld+json): A schema.org Person with the full work history, education, skills and publications as JSON-LD.
- `https://www.usamah.me/posts.json` (application/json): Every post with its slug, dates, summary, word count and both URLs.
- `https://www.usamah.me/agents.json` (application/json): Machine-readable description of every endpoint on this list, plus usage terms.
- `https://www.usamah.me/rss` (application/rss+xml): The blog as RSS 2.0.
- `https://www.usamah.me/sitemap.xml` (application/xml): Every canonical HTML page, with last-modified dates.
- `https://www.usamah.me/ai` (text/html): A page for people and agents describing how to read the site without scraping HTML.

## Terms

- Crawling: allowed
- Training: allowed
- Quoting: allowed
- Attribution: Attribute to Usamah Zaheer and link to the canonical page on https://www.usamah.me.
- Preferred citation: Usamah Zaheer, usamah.me. Machine Learning Software Engineer at Arm, Cambridge, UK.
- Questions: usamahzaheer155@gmail.com

## The book

[How to Make Your Model Fast](https://ai.usamah.me) publishes the same way: https://ai.usamah.me/llms.txt indexes it, https://ai.usamah.me/llms-full.txt is the whole book in one file, and every chapter has a `.md` twin.

## This page in other formats

- Canonical HTML: https://www.usamah.me/ai
- Markdown: the same path with `.md` appended
- Site index for models: https://www.usamah.me/llms.txt
- Whole site as one file: https://www.usamah.me/llms-full.txt
- Structured CV: https://www.usamah.me/profile.json
- Endpoint manifest: https://www.usamah.me/agents.json