Zero-Copy PII Shielding: Architecting Local-First Gateways for Secure LLM Pipelines

Large Language Models (LLMs) are transforming how we build products, but they introduce a massive architectural threat: the dissolution of the security perimeter. Every time a user inputs text, or an