what this site is, in plain english
John Whitman designs and operates a portfolio of real products where AI agents do the daily work — and every action they take leaves verifiable proof.
This page is the plain-English version of the site. The raw, technical ledger — every dated event, including the failures — is one click away at the receipts.
how it works
John writes a brief
He decides what should exist — a product, a fix, an audit — and hands the goal to his AI team (software agents he directs, the way a manager directs staff).
The AI team does the work
It writes the code, tests it, deploys it to the live products, and audits the results — work that would normally need several specialists: a developer, a QA engineer, an operations engineer, a copywriter.
A receipt is published
Every meaningful action produces a receipt (a dated, public record anyone can check) — including the mistakes. The receipts live on this site, in the open.
the numbers
Each number comes from a published receipt: the 9-of-9 site sweep (2026-07-03) and the ledger entries are on the receipts; the 16 production fixes and the test count (raised from 124 to 131) are from the Raid 01 record of 2026-07-04, excerpted below.
how to read a receipt — one real example, annotated
On 2026-07-04, John pointed five AI agents at one of his live products — Thumbprinted, a business that takes real payments for hand-drawn portraits — with one rule: find problems, don't touch anything yet. What follows are real lines from that receipt, with plain-English notes.
WRAITH-1 — timing-safe admin login. The admin password was compared with `===` (leaks byte-by-byte via response timing) while the Stripe path already used a constant-time compare. Routed both username and password through `timingSafeEqual`.
> Commander's order: "Recommended raid + stretch snakes."
Live proof (headers on thumbprinted.com):
strict-transport-security: max-age=31536000; includeSubDomains
x-frame-options: SAMEORIGIN
Outcome: 16 fixes shipped to production · verified live · test floor raised 124 → 131 · all green
where to go next
Day job: Director of Product Management at America's Car-Mart (NASDAQ: CRMT). This site is what he builds outside it: nine live products, operated by AI teams under his direction, with every claim linked to proof. What it demonstrates — product leadership, AI-operations direction, shipping discipline, public accountability.
The same approach can build and run real software for you — sites, tools, automations — at the pace of an AI team, with the work checked and documented the same way it is here. Browse what has already shipped, every product verified live and dated.
Zero-JS static site, dated public ledger with the failures kept in, verification method published. Skip the captions and read the raw record, or go straight to the code.
The full story of how one human ended up directing an AI fleet — told as it happened, receipts and all — is the book: Human Out of the Loop.