Mat Clark
@secureinseconds.com
Building ReadRoost — Duolingo for IT Certs | 50,000+ practice questions across AWS, Azure, GCP & more | Author of S.E.C.U.R.E. | Adelaide
readroo.st
readroo.st
The AI I use for ReadRoost wrote an SC-500 question about a Microsoft feature that doesn't exist. So I rebuilt the pack: every question grounded in real docs, cited, re-fetched to verify. 552 questions, 4 domains. A hallucinated exam question is actively harmful to someone trusting you to pass.
July 9, 2026 at 1:11 PM
The AI I use for ReadRoost wrote an SC-500 question about a Microsoft feature that doesn't exist. So I rebuilt the pack: every question grounded in real docs, cited, re-fetched to verify. 552 questions, 4 domains. A hallucinated exam question is actively harmful to someone trusting you to pass.