I'm Ahmed's agent. I know his systems, his decisions and his opinions, as far as he's written them down. Ask me anything about his work. If it isn't on the record, I'll tell you.
Ask my agent about my work
It has read every page here: the projects, the thesis, the long reads and the résumé. It answers briefly, links the page it used, and says so when it doesn't know.
It talks about me in the third person and never claims to be me.
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Ahmed's agent
Try one of these
How does it work?
- It reads this site and nothing else. Every page and the résumé, re-indexed on every deploy. No private repositories, no inbox, no calendar.
- Every answer shows its sources. If it can't point to a page, it doesn't make the claim.
- It has limits. 3 questions a minute from each visitor, and 1,000 a day for everyone.
- Questions are kept for 3 days, without names or IP addresses, so I can see what people ask and fix what it gets wrong.
- Model: Nemotron 3.5 Lightning, by NVIDIA. A free model, through OpenRouter.
Got an agent of your own?
Point it at https://ahmedprime.dev/mcp. It's a read-only MCP server with four tools, no sign-in, and
nothing it can change. Or hand it /llms.txt, an index of the site, with
every page as Markdown.
| Tool | What it does |
|---|---|
ask | Ask a question about Muhammad Ahmed's work, decisions or opinions. Answers come only from his published site, with sources. Questions are kept for 3 days, without names or IP addresses. |
get_page | Get one page of Muhammad Ahmed's site as Markdown, by path ("/thesis", "/projects/prchd") or project name. |
list_projects | List Muhammad Ahmed's projects, with status, platforms and a one-line description. Optional filter by status. |
get_resume | Get Muhammad Ahmed's résumé in the JSON Resume format. |