Ship AI with Laravel: I Tricked My Own AI Into Leaking Everything

July 8, 2026

First I socially engineer our own support agent into leaking its full system prompt and another customer's data. Then we lock it down with four layers of defense: a hardened prompt, a local LLM guard running on Ollama, tool-level authorization, and output filtering. The finale of Ship AI with Laravel.


The post Ship AI with Laravel: I Tricked My Own AI Into Leaking Everything appeared first on Laravel News.

Join the Laravel Newsletter to get all the latest Laravel articles like this directly in your inbox.