Writing ยท ggofriNotes on shipping software and showing your work.https://site-green-zeta-77.vercel.app/AI security after discovery: capability is not deployment confidencehttps://site-green-zeta-77.vercel.app/writing/ai-security-evidence-update/https://site-green-zeta-77.vercel.app/writing/ai-security-evidence-update/An October 2026 evidence update on AI security: why vulnerability discovery, shipped fixes and control failures require different deployment judgments.Sat, 10 Oct 2026 00:00:00 GMT