From a Client Network to Embedding Inversion: The Full Engagement and AI Errors

A complete sanitized account of an authorized client engagement, from initial access, a misleading RAG stack, and deployment remnants to local and domain privileges, SSH identity matching, vector export, candidate recovery, and ten types of AI error.