New thoughtbot Ruby gem. Anonymizes text destined for LLMs or external APIs in a structured way: private information (credit card numbers, addresses, etc.) is constantized into a JSON payload, the LLM/API processes that JSON, and the response can be parsed back on return. Use case: accepting order forms with PII without leaking PII to an LLM that would retain it.