devwithjev
— reading now— views
Submit a build

Jev-Powered Notion Inbox Triage

TK tested Jev in Notion with an inbox workflow that probabilistically classifies notes and routes those above a threshold into tasks, decisions, or knowledge. TK reported processing at about one item per second; none of 20 items were automatically processed when they should have been stopped, while 30% were flagged for confirmation.

View on X time1件1秒くらい
TK|Notion公式アンバサダー@tk_researcher𝕏
今話題のJevをNotionで試してみた🤖 一言で言うと、自動化と人の判断の境目を数字で引くツールなのかなと個人的には思った👀 受信箱にメモを1件書くと、確率で種別を判定して、基準を超えたものだけタスク・意思決定・ナレッジに自動で振り分けられる仕組みを作って、結果1件1秒くらい🔥 止めるべきものを自動処理したのは20件中0件 逆に念のため確認が3割 Jevに関してXで最近流れてくるけど正直あまりよく分かってなかったので、実際に試してみたら面白かったし改善の余地も見えたので引き続き試していこうと思います‼️ 検証詳細はリプに👇
Sep 22, 2026X postsView on X
The workflow started when a memo was added to the inbox. TK found the trial interesting, saw room for improvement, and plans to continue testing Jev.

Also filed under Triage & routing

  • How to Build Things with Jev & OpenJevs

    How to Build Things with Jev & OpenJevs In this video, we build a model router using both the API-based original Jev and also using Semif. ‍ Github: code will be up in ...

  • Jev is HERE. How to use it

    Jev is HERE. How to use it In this episode, I talk with Ryan Vogel about Jev, a new type of AI built for classification. Ryan shows how Jev takes an input plus ...

  • Jev-Shaped Classification Wrapper

    jevper is a Jev-shaped classification wrapper over OpenAI-compatible clients that returns probabilities and confidence.

  • Local Jev Protocol Multi-Upstream Router

    jev-switch is a local multi-upstream router for the Jev protocol with a Rust backend and React interface.