devwithjev
β€” reading nowβ€” views
Submit a build

Sniff Test Flags AI Writing Tells

Sniff Test is a linter that checks AI writing tells one paragraph at a time using Jev. It returns one probability per rule.

View on X timeabout a fifth of a
Dan Willoughby@DanRWilloughby𝕏
I built a linter for AI writing tells, and the judge is a model that can't write a sentence. Sniff Test reads a draft one paragraph at a time and asks Jev ten yes-or-no questions. Is the claim hedged three times. Does the closer just restate the paragraph. Is there a not-X-but-Y turn. Is there a cost figure with no price next to it. It comes back with one probability per rule in about a fifth of a
Sep 18, 2026X postsView on X
Jev is asked ten yes-or-no questions, including whether a claim is hedged repeatedly, a closer restates the paragraph, or a cost figure lacks a price. The source also says the results come back β€œin about a fifth of a”.

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.