π I Built validata-py β A Lightweight Python Library for Masking Sensitive Data While building backend systems, APIs, logging pipelines, and debugging tools, I kept running into the same problem: Sensitive data was everywhere. Phone numbers inside logs Emails inside payloads Card numbers in debug responses PII leaking into monitoring systems Raw customer data showing up during development Every project ended up with custom masking utilities scattered across the codebase. Some libraries handled emails. Some handled cards. Some only worked for regex scrubbing. Nothing felt unified. So I built validata-py β a lightweight Python package focused on one thing: Simple, consistent, production-ready data masking. β¨ What is validata-py ?β¦