PIIGhost: Bridging the Privacy Gap in LLM Agent Development

PIIGhost solves the persistent challenge of handling sensitive data in LLM workflows by providing consistent, multi-turn anonymization. This allows developers to leverage high-performance cloud models while ensuring strict data privacy and regulatory compliance through sophisticated placeholder management.