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編輯精選Popular on JEVLAB最新

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譯文摘要4 clicks / 7d

tamaratran

fast-jev-compaction

Claude Code插件透過Jev決策替換壓縮摘要，單一快速請求中評分所有工具呼叫與結果，過時資料被刪除或截斷，保留資料原樣不變。

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譯文摘要4 clicks / 7d

browser-use

Jev Ultrafast

瀏覽器使用場景中的超快速代理：Jev 在一次請求中選擇操作和 DOM 元素；僅在需要輸入時使用小型 LLM 寫入文字。

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x.com

Jev as a reranker: an honest negative

Testing Jev as a search reranker shows limited improvement over vector retrieval, with mixed results depending on evaluation methods.

Agents & browsers简体中文

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Robin Bilgil

A real-time feed quality filter

Detects low-quality content in real-time as users scroll.

Agents & browsersEnglish

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x.com

19 open-source Jev projects

A collection of 19 open-source projects using Jev technology for various applications including AI agents and game interactions.

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0xLogicrw

Early Jev tools roundup

Thread cataloguing the first wave of Jev tools: MCP servers, routers, reviewers, and browser agents.

Agents & browsers简体中文

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GhalebDweikat

winnow

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

Agents & browsersEnglish

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Ira Bodnar

SEO and GEO fixes, 90% cheaper

Reduces SEO and GEO fix costs by 90% through faster data analysis and automation.

Agents & browsersEnglish

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skillsagentes.com

Jev de TypeSafe: qué es el primer modelo System One

A resource explaining Jev's functions, costs, and evaluation metrics as TypeSafe's System One model.

Agents & browsersEnglish

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Ranjan

AskJev

A community project enabling hands-free web navigation by having Jev handle browser actions while Claude manages conversation.

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ares

1,891 ads in 19 seconds

A claim about Jev's capability to process large volumes of ad data quickly, described as a market disruption.

Agents & browsersEspañol

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Otto🐾

An offline research decision gate

A community post describing an offline decision system using Jev to evaluate research branches efficiently.

Agents & browsersEnglish

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shiftynick

jev-axi

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

Agents & browsersEnglish

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x.com

Full Jev tutorial

A community post providing a tutorial on Jev, including demos for browser control and AI memory.

Agents & browsersEnglish

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Ravinder Poonia

jev-flash-router

An agent project aimed at reducing token usage for coding agents via an MCP server.

Agents & browsersEnglish

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RubyBrewsday

jevcumber

Write Cucumber tests with just the .feature file. No step definitions — Jev (TypeSafe AI) resolves each Gherkin step and Playwright runs it.

Agents & browsersEnglish

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devagrawal09

jev-review (devagrawal09)

A staged code-review workflow and local dashboard built with TypeSafe Jev.

Agents & browsersEnglish

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Cline

jev-browser in Cline

A plugin integrates Jev with a browser in Cline, enabling it to perform web-based tasks through a desktop application.

Agents & browsersEnglish

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Raj Dhakad

routeKit

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

Agents & browsersEnglish

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Cris Lenta

Five hundred agents in a 3D environment

A community post describing 500 real-time agents operating in a 3D environment with notable performance metrics.

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Clownware

Bouncer

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

Agents & browsersEnglish

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Nour

pi-jev-compaction

A developer project for automatic context clearing in Pi without losing conversation history.

Agents & browsersEnglish

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24601

Augustus

Agent skill: design judgment-assisted systems with TypeSafe Jev (System One). Maps Choice/Score/Noul onto decision theory, reranking, and routing. Composition algebra, question design, validation gates. MIT.

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www.youtube.com

Jev in the rtrvr.ai browser agent

Retriever AI evaluates Jev's performance on real browser tasks, identifying strengths and areas for improvement in integration with larger models.

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SSH

A browser-agent stress test

A community post testing Jev's performance in a browser environment, noting limitations after five actions.

Agents & browsersEnglish

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Kun Chen

compact-adviser

An agent plugin using Jev to determine optimal points for session compaction, improving efficiency in context management.

Agents & browsersEnglish

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AI Builder Club

jev-browser, a general browser skill

Jev-browser enables agents to perform web tasks by automatically opening websites and making click decisions based on screen content.

Agents & browsersEnglish

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eve

Criteria-based model routing in Eve

Ultra-fast model routing using Jev for agent-based systems.

Agents & browsersEnglish

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Brainwires

jevwire

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

Agents & browsersEnglish

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譯文摘要

awlevin

typesafe-computer-use

每步僅需 0.0002 美元的電腦使用費：螢幕 OCR，使用 TypeSafe 分類下一步動作，並進行點擊。支援 macOS。

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Alex Hancock

Just-in-time model selection in Goose

An experiment using Jev for real-time model selection in AI agents, collected for the agents shelf.

Agents & browsersEnglish

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SmalltownRobot

A logical-fallacy detector

A Brave extension that scores posts for logical fallacies in real time, highlighting well-reasoned content with a green flag.

Agents & browsersEnglish

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Paolo Rosson

An X feed tuned to your bookmarks

A social media feed optimized using user bookmarks and Jev's analysis.

Agents & browsersEnglish

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Riley Brown

An agent with a Jev model router

A community project describes an agent system that uses Jev to route requests to appropriate models.

Agents & browsersEnglish

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vercel

eve

Vercel's open agent framework, which ships Jev as the default evaluation model in its experimental evaluate path.

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sav

Computer use, sped up

A community post suggests Jev accelerates computer use, claiming 100x faster processing than standard LLMs.

Agents & browsersEnglish

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Tony Powell

jev-oxlint

A GitHub project converting agent skills into Oxlint plugins that involve Jev.

Agents & browsersEnglish

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ariel-frischer

jevkit

Fast Rust CLI for TypeSafe Jev: typed decisions, offline linting before you pay.

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AkashPriyadarshii

jev-superpowers

Systematic software development framework for AI coding agents upgraded with TypeSafe Jev System One typed decisions.

Agents & browsersEnglish

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Kaushik

Measuring progress in agent traces

A community project exploring Jev's potential to evaluate agent progress beyond basic trace data.

Agents & browsersEnglish

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tamaratran

jev-pruner

Claude Code plugin: trim long Bash output with TypeSafe Jev before the model sees it.

Agents & browsersEnglish

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Nyarlathoteppppp

pi-heed

Runtime constraints for the pi coding agent: checks every side-effecting tool call against what you said, before it runs. Powered by TypeSafe Jev.

Agents & browsersEnglish

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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.

Agents & browsersEnglish

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abhishekashokvkumar

jev-mcp-dispatcher

A developer project using Jev for plain-language MCP tool calls without an LLM.

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Mihajlo Micic

jev-tool-runner

Jev-Tool-Runner is a GitHub project where Jev selects developer tools and Codex generates code based on those selections.

Agents & browsersEnglish

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x.com

What Jev is, and the businesses it unlocks

Explains Jev's role in automating decision-making processes and enabling new business models through efficient task sorting and classification.

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www.youtube.com

Jev and Claude Code: the cheapest agentic loop yet

A YouTube guide explores using Jev within an agentic coding loop, focusing on cost efficiency for development tasks.

Agents & browsersEnglish

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Paulius

Launching agents on a canvas

A system enabling rapid agent deployment on digital canvases without relying on slow LLM processes.

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Mario Jankovic

Filtering AI slop from YouTube

A Chrome extension using Jev to filter out AI-generated content from YouTube, caching results for efficiency.

Agents & browsersEnglish

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Milind S

Computer use without screenshots

A system using Jev to interact with computer interfaces without screenshots, relying on local CoreML models and OCR.

Agents & browsersEnglish

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Andy Gao

Voice-controlled computer use on a Mac

A project using Jev to enable fast voice-controlled interactions with a Mac computer.

Agents & browsersEnglish

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Mormon Negro

Headless Chromium agent

An agent using headless Chromium to quickly navigate the web, demonstrated by browsing Wikipedia links efficiently.

Agents & browsersEspañol

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somoore

Interlock

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

Agents & browsersEnglish

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Nick

Jev as an agent safety monitor

Test report using Jev to check each agent action first: most attacks caught, almost no false blocks.

Agents & browsersEnglish

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Friedjof

jev-mobile

Fast structured Android control loops with TypeSafe Jev and Mobile MCP.

Agents & browsersEnglish

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www.youtube.com

Jev and Browser Use, fully tested

A tested resource evaluating Jev's capabilities in browser automation and support tasks.

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itsmostafa

typesafe-mcp

Go CLI and single-binary MCP server exposing TypeSafe judgments to Claude Desktop, Claude Code, and Codex.

Agents & browsersEnglish

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官方

TypeSafe AI

Cookbook: skill suggestion

Official TypeSafe reference: Skill suggestion.

Agents & browsersEnglish

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Jerry the Martian

Jev compaction for OMP

Reduces context usage by 30-55% through Jev-based compaction for OMP agents.

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Sawyer Hood

A prompt box that fills itself in

Jev automates the filling of prompt boxes by selecting appropriate agents, models, or computers for specific tasks.

Agents & browsersEnglish

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x.com

The compaction plugin, in Spanish

A community post describes a plugin that manages agent context by analyzing and pruning unnecessary data, available in Spanish.

Agents & browsersEspañol

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Marcel Pociot

Hide posts on X with natural language

Marcel Pociot's browser extension that collapses posts based on a Jev judgment.

Agents & browsersEnglish

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www.youtube.com

Jev: full tutorial

Tutorial covers API setup and building prototypes with Jev and LLMs.

Agents & browsersEnglish

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HyunjunJeon

jev-judgment

Agent Skill: send closed coding-agent judgments to TypeSafe Jev.

Agents & browsersEnglish

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gargpratyush

jev-router (gargpratyush)

Route to the cheapest model in claude code for your task using jev-router.

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x.com

The compaction plugin, tried

A community experiment using Jev as a plugin in Claude to reduce unnecessary tool calls, cutting token count from 1M to 86K.

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www.youtube.com

wtf is jev?

A YouTube guide explaining Jev's functionality, including browser use, classification, and code review without an LLM.

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Chandramouly Kandachar

Both hands on a piano, in real time

Jev controls both hands and fingers to play piano in real-time based on visual input.

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Matthew Berman

724 competitor ads, broken down

Jev analyzes 724 live ads from 37 brands in 40 seconds, breaking down their elements and formats.

Agents & browsersEnglish

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Rafal Wilinski

Vibecheck

A community post about humor management on a social platform.

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Marcelo Mendes

A Tetris agent

An agent that plays Tetris with rapid decision-making capabilities. Shows potential for real-time game automation.

Agents & browsersEnglish

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simota

tenbin

MCP server and agent skill for the TypeSafe AI System One API (Jev): decompose a judgment into Choice / Score / Noul questions, lint them, measure on labelled data, and put calibrated thresholds in code.

Agents & browsersEnglish

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