When Text Becomes Code: Defending LLM–Database Integrations from Prompt Injection

When Text Becomes Code: Securing LLM–Database Integrations When you connect a large language model to your production data, you’re no longer just shipping code; you’re shipping conversations that can execute. And conversations are messy. At a recent Quito Lambda community event, we walked through how prompt injection attacks can compromise LLM applications that generate SQL over live databases, and how to defend them with layered controls. This post translates that session into a written guid...