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tamaratran

fast-jev-compaction

Claude代码插件通过Jev决策替换压缩摘要，通过一次快速请求对每个工具调用和结果进行评分，过时的调用会被丢弃或截断，所有保留的内容保持原样。

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browser-use

Jev Ultrafast

浏览器使用中的超快速代理：Jev在一次请求中选择操作和DOM元素；仅当需要输入时，小型LLM才编写文本。

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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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SSH

A browser-agent stress test

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

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Notte

Jevmaxxing with Notte

Jev automates browser tasks by selecting actions from a dynamic action space.

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dbreunig

building-with-jev-skill

A skill for writing and improving programs that call Jev, TypeSafe's System One model.

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Niaz Morshed

jev-review

An experimental local-first plugin for coding agents that uses Jev to provide quality feedback during development.

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Rafal Wilinski

Parallel adversarial browser testing

A massively parallel browser-based adversarial testing suite for evaluating releases, costing pennies.

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Romàn

700 leads scored in 40 seconds

A community post demonstrating Jev's ability to score 700 leads and predict outreach message performance in 40 seconds.

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RaZaan

Agentic browsing in Chrome

A Chrome extension enabling agents to browse and interact with websites, utilizing Jev for decision-making.

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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.

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madewithjev.com

What is Jev Engineering?

A resource explaining Jev Engineering methodology for AI agent development.

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madeye

pi-jev

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

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prasanth263

maza

A developer project for the agents shelf featuring a local MCP gateway with Jev tool discovery and a dashboard.

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skeptrunedev

jev-recruiter

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

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www.youtube.com

Jev: full tutorial

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

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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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Matthew Berman

724 competitor ads, broken down

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

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wy-coliney

jev-browser-use

5–10x faster browser operations: Jev clicks, Codex thinks and verifies. Built at EZCollegeApp.

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Pierre-Eliott Lallemant

Which outreach signals book demos

Jev analyzes outreach messages to identify signals that lead to booked demos, improving campaign performance.

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Rafal Wilinski

Vibecheck

A community post about humor management on a social platform.

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Mike Hostetler // Actors & Agents on the BEAM

Jido agents play tic-tac-toe

Jido agents use Jev to make moves in Tic Tac Toe, demonstrating Jev's application in game-playing agents.

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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.

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Ohans Emmanuel

Abide coding-agent rules

A community post discussing Jev's use in enforcing coding rules that linters cannot handle.

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Clownware

Bouncer

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

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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.

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Pedro Knigge

mcp_jev

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

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Kyle Jeong

Nanocode with selective memory compaction

A small agent using Jev compaction to manage searchable memory efficiently.

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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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shiftynick

jev-axi

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

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ariel-frischer

jevkit

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

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tamara

Instant compaction for Claude

Enables instant compaction by scoring and filtering tool calls efficiently.

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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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Hitakshi Arora

solari-reflex

An agent system that makes one Jev decision per computational step.

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Heman10x-NGU

Verdict-open-jev

Non-autoregressive decision engine on ModernBERT (151M) with calibrated uncertainty (RLCD), TypeSafe AI Jev benchmark audit, and in-browser WebGPU playground.

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官方

TypeSafe AI

Cookbook: skill suggestion

Official TypeSafe reference: Skill suggestion.

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docxology

daf-jev

Daf-jev: composable Python toolkit for TypeSafe's Jev (System One) decision API — question builders, confidence gates, evaluator, calibration, CLI, MCP server, agent skill.

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pydantic.dev

Jev in Pydantic AI

A guide explaining how to integrate Jev with Pydantic AI agents for type-safe operations.

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Matthew Berman

723 ads, 30 personas, 22 cents

A focus group experiment using Jev to make scroll or stop decisions on ads.

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Moritz Kremb

Real-time voice control for a browser

Uses Jev for real-time voice commands to control a browser, processing speech to actions in 300ms with low cost.

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Ying-Kai-Liao

jev-browser (Ying-Kai-Liao)

Browser automation where an LLM plans and Jev (Typesafe System One) decides. Library, CLI and MCP server.

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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.

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Oskar

End-to-end tests run by agents

Framework for running end-to-end tests with agents using Jev.

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kaize

Claude Code context compaction

Jev was integrated with Claude Code to address context compaction challenges in agent workflows, showing promising results.

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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.

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Alan Daitch

A second-hand shopping agent

Agent automates second-hand product search and decision-making. Processes 26 listings per minute with fast evaluation times.

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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.

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MirkoSonio

jev-reflex

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

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kitze

unclutter

WXT browser extension: Jev-powered page clutter removal with reusable template rules.

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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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Nour

pi-jev-compaction

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

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Starchild

Starchild prompt routing

Starchild uses Jev for real-time prompt classification, reducing costs by 20x and increasing speed by 6x with average processing time of 140ms.

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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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Konstantinos Botonakis

codex-context-diet

A Codex plugin that uses Jev to streamline and reduce excessive tool outputs.

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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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Paolo Rosson

An X feed tuned to your bookmarks

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

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sav

Computer use, sped up

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

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AkashPriyadarshii

jev-superpowers

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

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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.

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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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Kush Bhuwalka

Jev Sift

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

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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.

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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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moritzkremb

jev-voice-browser

Control a real browser by voice. Jev (TypeSafe System One) decides intent + target in ~300 ms per spoken word; Playwright acts — often before you finish the sentence.

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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.

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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.

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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.

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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.

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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.

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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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Shashank H

pi-jev-context-curator

Context curator for Pi agent using Jev technology.

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GodsBoy

jev-agent-skill-router

Typed, confidence-aware agent skill routing with TypeSafe Jev.

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