Hands-on AI testing. Evidence for the SI era.

Models, agents, tools and real-world workflows. We run the experiment, show the evidence, keep the failures, and publish what actually works.

A real seven-day comparison of HTTP requests, browser RUM and AI crawlers on NewLab.si, with sampling and testing caveats.

Lab reports

We generated 10,000 candidates, verified registry availability, ranked 8,840 available names with Jev, then reviewed the finalists by hand.

A real browser-control + API + code workflow took NewLab from private source to production DNS, HTTPS, Search Console and indexing.

The verification file existed, but the public URL redirected. We fixed the HTTP contract from 308 to an exact 200 response.