Most of DrAIStudio is built with AI assistance. To keep quality high, an automated team of eight specialist reviewers checks the live site continuously — design, code, content, SEO, accessibility, performance, security, and pedagogy. This page shows their latest verdict, unedited.
Each role owns a checklist and runs against the live site. Green means every check passed on the last run.
No marketing spin — just a repeatable process anyone can verify.
Each reviewer has 11–12 concrete checks — from colour-contrast ratios to broken links to whether course pages actually load.
The audit fetches the real pages visitors see — not a staging copy — and samples random course pages each run.
Every finding is logged, fixed, and the audit re-runs until the role is clean. This page reflects the most recent run.
The numbers above are read straight from the audit's output file. If something is failing, you'll see it here first.