THE JEV GUIDE · CURATED EDITION

Community builds.

Launch news, explanations, demos, and community projects around TypeSafe Jev, organized by topic. Every entry links back to its X source.

Curated selection · Not exhaustive · Updated manually

5419curated posts
2789original videos

Jev Smart Routing: Cut Cost from $18 to $1.30 per 1,000 Calls

User shares using jev as a scorer with Haiku 5.5, Sonnet 5.5, and Opus 5.5 to build a cost-optimized smart model stack. By letting each call climb only as far as the task requires, the cost for 1,000 calls drops from $18.00 (all Opus 5.5) to $1.30.

JEV now has 12 competitors

A community member notes that TypeSafe's JEV now has 12 competitors, with Cloudflare and OpenAI standing out as particularly strong, and none of these existed three weeks ago.

JEV now has 12 competitors · original post image 1

Discussion on Jev confidence and option order

User reflects on how confidence scores are calculated and shares insights from Jev docs that option order may affect output, touching on practical use of the Decisions API.

Discussion on Jev confidence and option order · original post image 1

Judgment Model Tested on Apple M5 Pro: Jev Stands Out

A user shares their comparison of judgment models on Apple M5 Pro, noting Strands Decider 2B as the best local option while Jev remains impressively strong.

Judgment Model Tested on Apple M5 Pro: Jev Stands Out · original post image 1

Independent Test of Jev: No Text Generation, 97.5% Accuracy

This post reports an independent evaluation of the Jev model, achieving 97.5% accuracy on 400 verification questions, comparable to GPT-6 Astra, at roughly 500 times lower cost.

Independent Test of Jev: No Text Generation, 97.5% Accuracy · original post image 1