PII and Sensitive Data Redactor

Valentin Sattinger built a PII and sensitive data redactor using Jev. It checks each sentence for redaction needs, then processes affected sentences individually to identify words to redact.

View on X

Valentin Sattinger@v_sattinger𝕏

My god.. so many nice use cases for the new Jev model. I quickly built a PII and sensitive data redactor. First checks each sentence if it needs redaction, then feeds the affected sentences individually to pick the words that should get redacted. Compared to e.g. using regex this catches also information that is not following a known structure but should still be redacted (like a business secret o

Sep 18, 2026X postsView on X

Compared with regex, the redactor can catch information that does not follow a known structure but should still be redacted, such as a business secret.

Also filed under Tools & apps

TypeSafe Jev Decision-Model Client
It provides a shared TypeSafe Jev decision-model client for the dsh ecosystem, with strict response validation, keychain-first key resolution, and typed fail-open errors. It is Jev-optional by design.
Jev Reviews Changed Code
The Claude Code plugin uses Jev (TypeSafe AI) to assess changed code at the end of a turn and, when needed, propose a code review using Open Code Review rules.
Alerts on Company Data-Use Changes
TOS Watch sends an email when a company changes what it does with your data. It combines Open Terms Archive history, a Jev classifier, a static site, and a Cloudflare Worker.
OpenAI API-to-Jev Gateway
jev-gateway turns any OpenAI API backend into a gateway compatible with Jev.