Prompt Injection Defense Weekly

Wrap tool outputs before they reach the LLM

Production agents are being pwned through tool outputs and RAG chunks, not user input. One deployable Python wrapper — wrap_untrusted() — lifts delimiter defense rates from 60.7% to 89.7%+ across 13 LLMs at zero latency cost.