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A FIELD GUIDE TO JEV / VOL. 01

Küçük kararlar.
Büyük olasılıklar.

Jev’in en iyileri: gerçek projeler, pratik rehberler ve internetten fikirler.

1.198kaynak16dil
TypeSafe AI THE OFFICIAL SIGNAL 4 HIGHLIGHTS
Diogo Almeida@CompleteSkepticLAUNCH POST

Jev lansman yazısı

Diogo Almeida, TypeSafe'ın yapılandırılmış karar modeli Jev'i tanıtıyor. Lansman filmini izleyin ve modelin yaklaşımını, örneklerini ve yazarın bildirdiği performansını keşfedin.

Start with the Launch Post. Explore four official signals.

714 kaynak

AI-assisted summaries and translations. Check original sources for context and performance claims.

ÇEVİRİ4 clicks / 7d
tamaratran

fast-jev-compaction

Claude Code eklentisi, kompaktlama özeti yerine Jev kararlarını kullanır: her araç çağrısı ve sonucu tek bir hızlı istekle puanlanır, eski olanlar atılır veya kesilir, her şey korunurken aynı kalır.

fast-jev-compaction
Agents & browsersEnglish

Source-linked curation

ÇEVİRİ4 clicks / 7d
browser-use

Jev Ultrafast

Tarayıcı kullanımında ultra hızlı agent: Jev, işlemi ve DOM elementini tek bir istekle seçer; küçük bir LLM, yazma gerektiğinde metin yazmak için kullanılır.

Jev Ultrafast
Agents & browsersEnglish

Source-linked curation

sushrutb17

LinkedIn NoSlop

A developer project offering a Chrome extension to blur low-value LinkedIn posts, collected for the creative shelf.

LinkedIn NoSlop
Creative & growthEnglish

Source-linked curation

kraayenjon

awesome-jev (kraayenjon)

A curated list of Jev use cases, projects, SDKs, and resources. Jev is TypeSafe AI's System One model for fast, typed decisions in software — Choice, Score, and Noul with calibrated probabilities.

awesome-jev (kraayenjon)
Tools & appsEnglish

Source-linked curation

SuperTurbo

Hawk or dove?

A project comparing Jev's performance against chat models in analyzing Fed press conferences.

Hawk or dove?
Markets & experimentsEnglish

Source-linked curation

brnyxx

jev-ra

Browser use for coding agents, 3-5x faster than browser-use. MCP server + CLI; TypeSafe Jev decides every step in ~300 ms.

jev-ra
Agents & browsersEnglish

Source-linked curation

Pedro Knigge

mcp_jev

A developer project providing a local MCP server for running pre-made Jev question packs.

mcp_jev
Agents & browsersEnglish

Source-linked curation

Brainwires

jevwire

Jev decision layer for agents: MCP server, embeddable DecisionModel library, and an escalate-only Claude Code plugin (TypeSafe AI's Jev).

jevwire
Agents & browsersEnglish

Source-linked curation

shiftynick

jev-axi

Agent-ergonomic CLI for TypeSafe's Jev: fast calibrated judgments (pick, rate, check, rank, triage, guard) from the shell.

jev-axi
Agents & browsersEnglish

Source-linked curation

skeptrunedev

jev-recruiter

A Jev powered LinkedIn recruiting agent. Watch it browse relevant profiles, save links, and review evidence against your hiring brief.

jev-recruiter
Agents & browsersEnglish

Source-linked curation

Raj Dhakad

routeKit

A developer project for agent-native routing that selects models based on task complexity.

routeKit
Agents & browsersEnglish

Source-linked curation

compozy

yoshi

Context-pruning proxy for Claude Code and Codex: Jev judges which history is still needed, measured not claimed. POC here now, heading soon into https://github.com/compozy/compozy.

yoshi
Agents & browsersEnglish

Source-linked curation

Malek Gara-Hellal

guesswork

A tool enhancing zsh autosuggestions with Jev-based ranking instead of prefix matching.

guesswork
Creative & growthEnglish

Source-linked curation

usenotra

notra

Marketing analytics platform whose feature flag routes brand-visibility classifiers off an LLM and onto Jev boolean decisions.

notra
Decisions & routingEnglish

Source-linked curation

madeye

pi-jev

Jev-assisted file retrieval and request caching for faster Pi workflows.

pi-jev
Agents & browsersEnglish

Source-linked curation

TypeSafeAI

clarity-judge

Multi-axis writing quality checker powered by TypeSafe AI's Jev model. Separate named checks, each with its own verdict and confidence.

clarity-judge
Tools & appsEnglish

Source-linked curation

model-clis

jev CLI

A command-line interface for Jev that provides answers and exit codes based on input questions.

jev CLI
Tools & appsEnglish

Source-linked curation

luantak

is-malicious

Scans a codebase for covert, deceptive, or data-stealing behavior with Jev, then reports suspicious files and line ranges before the user runs it.

is-malicious
Agents & browsersEnglish

Source-linked curation

GhalebDweikat

winnow

A calibrated context sieve for Claude Code: every tool result is judged by a System One model before it enters context.

winnow
Agents & browsersEnglish

Source-linked curation

MirkoSonio

jev-reflex

A developer project demonstrates Jev's rapid response to browser tasks, with decisions made in approximately 100 milliseconds.

jev-reflex
Agents & browsersEnglish

Source-linked curation

Bently

siftr

A developer project offering semantic code search for coding agents, benchmarked on SWE-bench Lite.

siftr
Agents & browsersEnglish

Source-linked curation

Kush Bhuwalka

Jev Sift

A developer project for agent classification and selective reading using an agent plugin and MCP tool.

Jev Sift
Agents & browsersEnglish

Source-linked curation

Clownware

Bouncer

An agent project that enforces policies by judging Claude Code tool calls.

Bouncer
Agents & browsersEnglish

Source-linked curation

somoore

Interlock

A developer project that uses Jev as a sensor to control access to agent tools, enhancing security and functionality.

Interlock
Agents & browsersEnglish

Source-linked curation

Agent Labs

fastbrowse

A developer project where Jev assists in browsing by selecting actions, with an LLM planning and citing sources.

fastbrowse
Agents & browsersEnglish

Source-linked curation

RomanSlack

jev-drone

Camera-only autonomous drone in MuJoCo with a small judgment model (TypeSafe Jev) in the loop at 2.5Hz.

jev-drone
Games & real timeEnglish

Source-linked curation

ÇEVİRİ
awlevin

typesafe-computer-use

Bir adımda yaklaşık 0,0002 dolarla bilgisayar kullanımı: ekranı OCR'leyin, bir sonraki eylemi TypeSafe ile sınıflandırın, tıklayın. macOS.

typesafe-computer-use
Agents & browsersEnglish

Source-linked curation

SEÇKİÇEVİRİ1 clicks / 7d
typesafe-ai

System One adapter (Python)

Jev'in chat modelleriyle karşılaştırılması için OpenAI, Anthropic ve uyumlu LLM API'lerine dayalı resmi TypeSafeClient yerine geçici.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
Start hereEnglish

Source-linked curation

Jared Palmer

kev

A developer project featuring a small Jev-like model running on a MacBook, collected for the tools shelf.

kev
Tools & appsEnglish

Source-linked curation

ÇEVİRİ1 clicks / 7d
nshkrdotcom

typesafe_sdk

Resmi TypeScript AI SDK'sının (ai / ai-sdk) tip güvenli Elixir portu; birleştirilmiş LLM entegrasyonları, akış metni ve yapılandırılmış çıktılar, araç çağrısı ve ajan iş akışları sunar. Jev, onların şu anki flagship modelidir ve ilk System One modelidir.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
Start hereEnglish

Source-linked curation

razorback16

openjev

Open, Jev-compatible System One decision server on DiffusionGemma.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
Research & dataEnglish

Source-linked curation

bnsd55

jevmlx

Jev-style parallel constrained decisions for any MLX model on Apple Silicon. Typed, schema-valid JSON in one forward pass.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
Research & dataEnglish

Source-linked curation

Gaurav-Gosain

jev-sec-bench

Blind security benchmarks for Jev, TypeSafe's System One model: prompt injection and vulnerable code detection, built on jev-go.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
Research & dataEnglish

Source-linked curation

cablehead

jev.nu

Nushell module for the TypeSafe System One API: typed decisions with calibrated probabilities.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
Research & dataEnglish

Source-linked curation

keeltrace

hermes-jev

Typed System One decisions, ranking, verification, and an opt-in Hermes tool gate using TypeSafe Jev.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
Agents & browsersEnglish

Source-linked curation

devanshbatham

commit-miner

Classify Git commit diffs and messages with Jev. Bug fixes, security fixes/CWEs, and change types.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
Decisions & routingEnglish

Source-linked curation

TheGali

terrarium

A sandbox where a TypeSafe System One model presses the controls of a small creature. Code runs the world.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
Games & real timeEnglish

Source-linked curation

thodoh1

FinancialPredictionJev

Using Jev to test how well it predicts financial markets(just like most llms as of september 2026, it doesnt do that good).

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
Markets & experimentsEnglish

Source-linked curation

eriestra

browser-use-olympics

Browser Use Olympics by Almond: one prompt, five events, one clock. Plus fast loop, a ~200-line browser computer-use agent (Chrome DevTools + TypeSafe Jev).

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
Agents & browsersEnglish

Source-linked curation

zhengxuyu

LitJev

A reproduction of Jev that turns any Qwen model into a fast decision model, serving the same /v1/systemone schema (Choice, Score, Noul) with no training and no generated answer text.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
Research & dataEnglish

Source-linked curation

anilsenay

jev

Unofficial Go client for TypeSafe's System One API and its model, Jev.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
Start hereEnglish

Source-linked curation