Reproducible documentation checks. A model reads the material. Docs don’t fail loudly. They just quietly stop matching the product, and nobody finds out until a customer follows step 4 and it isn’t there anymore. Every tool I tried told me a page was old. None told me it was wrong. Adoptest links a page to whatever it was written from, then watches that source. Approve once, and it stays silent. Private beta. Looking for teams who’ve been burned by a doc that lied.