I built a page that only publishes numbers surviving our own checks. It caught me inside the hour.

I run a verified inference endpoint. What we sell is checking: we verify results before serving them, and we say so when we cannot.

Every claim defect we shipped this month had the same shape. A number was measured honestly, the configuration underneath it changed, and the number stayed on the page. Our benchmark rows were measured on model tiers we retired weeks earlier. Nothing was fabricated. Everything was stale.

So I built a page that cannot go stale. It is generated from the live gateway config, and every badge on it is derived rather than written. If a measurement's configuration premise no longer matches what is running, the page strikes the number and says why.

It went live. Within the hour it caught me publishing two numbers our own ledger explicitly withholds.

What the page does