A risk-based security guide for moving an AI-built app from a private prototype to a release that handles real users and data.
Aug 15, 2026
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4 min read
Recognize the authorization, secret, data, dependency, AI workflow and recovery failures that a working vibe-coded demo can hide.
5 min read
Run a practical, evidence-based security pass across identity, authorization, secrets, data, dependencies, abuse controls and recovery.
