A FIELD GUIDE TO JEV / VOL. 01
Лучшее о Jev: реальные проекты, практические руководства и идеи со всего интернета.
THE OFFICIAL SIGNAL 4 HIGHLIGHTS
Diogo Almeida@CompleteSkepticLAUNCH POSTДиогу Алмейда представляет Jev, структурированную модель принятия решений TypeSafe. Посмотрите фильм о запуске и изучите оригинальный тред для подхода модели, примеров и отчетов автора о производительности.
TypeSafe AI@typesafeaiOFFICIALОфициальное объявление запуска TypeSafe знакомит с лабораторией и направляет разработчиков к Jev. Включает фильм о запуске Диогу Алмейды и оригинальное введение.
TypeSafe AI@typesafeaiOFFICIALTypeSafe объявляет о публичном доступе к Jev без списка ожидания. Официальный консоль — это отправная точка для тестирования типизированных решений в собственном приложении.
JEVLAB ARTTypeSafe AI@typesafeaiOFFICIALTypeSafe подчеркивает подход Jev с типизированным выводом: приложения предоставляют состояние и вопросы, затем действуют на основе вероятностей, выборов или оценок. Связанное объявление также касается интеграции API Venice.
JEVLAB ARTStart with the Launch Post. Explore four official signals.
286 материалов
AI-assisted summaries and translations. Check original sources for context and performance claims.
Плагин Claude Code, который заменяет резюме компакции решениями Jev: каждая инструкция и результат оцениваются за один быстрый запрос, устаревшие данные удаляются или обрезаются, все остальное сохраняется без изменений.
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Ультраскоростной агент для браузера: Jev выбирает операцию и элемент DOM за один запрос; небольшой ОЯ пишет текст только при необходимости ввода.
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5–10x faster browser operations: Jev clicks, Codex thinks and verifies. Built at EZCollegeApp.
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An agent project that enforces policies by judging Claude Code tool calls.
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A developer project demonstrates Jev's rapid response to browser tasks, with decisions made in approximately 100 milliseconds.
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A developer project providing a local MCP server for running pre-made Jev question packs.
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Route to the cheapest model in claude code for your task using jev-router.
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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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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.
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Write Cucumber tests with just the .feature file. No step definitions — Jev (TypeSafe AI) resolves each Gherkin step and Playwright runs it.
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A Codex plugin that uses Jev to streamline and reduce excessive tool outputs.
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A developer project for automatic context clearing in Pi without losing conversation history.
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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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A skill for writing and improving programs that call Jev, TypeSafe's System One model.
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A developer project for agent-native routing that selects models based on task complexity.
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MCP server that puts TypeSafe Jev on the coding loop in Cursor, Codex, and any MCP client.
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Context curator for Pi agent using Jev technology.
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Typesafe's jev as a "fuzzy linter". give your code an ocular patdown.
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Claude Code plugin: trim long Bash output with TypeSafe Jev before the model sees it.
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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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Fast Rust CLI for TypeSafe Jev: typed decisions, offline linting before you pay.
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Browser use for coding agents, 3-5x faster than browser-use. MCP server + CLI; TypeSafe Jev decides every step in ~300 ms.
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Go CLI and single-binary MCP server exposing TypeSafe judgments to Claude Desktop, Claude Code, and Codex.
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A developer project that uses Jev as a sensor to control access to agent tools, enhancing security and functionality.
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An agent project aimed at reducing token usage for coding agents via an MCP server.
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100% free ₹0 agent-first SEO & GEO CLI suite and MCP server in Rust replacing Semrush and OpenSEO via DuckDuckGo and TypeSafe Jev System One.
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A moderation system for Mastra agents that processes inputs in a single file.
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Data extraction for systematic reviews, quoted from the papers. Ask a trial report and its supplements your extraction form or a RoB 2, ROBINS-I, QUADAS-2 or TIDieR template; Jev points at the lines, every answer is a verbatim quote with its page, you check it and export the table. Files stay in your browser.
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Использование компьютера за $0.0002 за шаг: сканируйте экран, классифицируйте следующее действие с помощью TypeSafe, нажмите. macOS.
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Know before you click. A Chrome extension that reads articles and YouTube videos ahead of you and says read, skim, save, or skip — with a confidence, tuned to your goals. Open source, MV3, powered by Jev.
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A developer project offering semantic code search for coding agents, benchmarked on SWE-bench Lite.
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Jev as an LLM prompt guardrail inside the agentgateway proxy, with tracing and cost tracking.
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A developer project where Jev filters tool results before model processing, aiming to improve efficiency in agent systems.
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Командная строка для модели Jev TypeSafe AI. Отвечает на вопросы с да/нет, выбором и критериями, возвращая вероятности. Используется в оболочках и CI.
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A TypeSafe/Jev agent that plays Super Mario Bros. from structured emulator state.
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Jev-powered model-judged permission gate for OMP (TypeSafe System One).
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Claude Code Stop hook that blocks an unverified done: reads the transcript for evidence, asks Jev once, fails open on everything else.
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Experimental Hermes plugin: Jev-assisted model routing plans with budget and capability constraints. API access pending.
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Claude Code mod that routes decisions to TypeSafe's Jev model: ranks installed skills per prompt, and answers the agent's own this-or-that questions when confident.
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A flexible and configurable CLI model router using TypeSafe Jev.
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Vercel's open agent framework, which ships Jev as the default evaluation model in its experimental evaluate path.
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Cut Claude Code's skill manifest by ~75% with TypeSafe Jev. Scores every installed skill for relevance and hides the rest via skillOverrides — 12,750 → 3,185 tokens on a 217-skill install, for $0.0009 a session.
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Agent budget brake — continue / downgrade_model / stop via TypeSafe Jev.
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Jev-powered model routing, memory, compaction, skill selection, computer and browser use for Hermes agents (also Claude Code and Codex).
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A Magic 8 Ball for pull requests: click the ball and it answers "should I approve this?" with one of the 20 classic phrases, chosen by Jev from the PR's real signals in about 200 ms.
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Jev decision layer for agents: MCP server, embeddable DecisionModel library, and an escalate-only Claude Code plugin (TypeSafe AI's Jev).
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MCP server for TypeSafe Jev: typed classify, score, check, match and screen for any agent, with confidence on every answer.
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A CLI and GitHub Action that assesses code-change risk using deterministic rules and TypeSafe Jev, recommending checks and reviewers before merge.
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Jev controls an Astra planner playing Minecraft in a developer project.
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Reversible context pruning for Pi, powered by TypeSafe Jev. Keep useful context without deleting session history.
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A GitHub project converting agent skills into Oxlint plugins that involve Jev.
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An agent skill to discover TypeSafe Jev opportunities, design typed questions, and learn from recent community experiments.
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A small, fast prose linter: ruff-style rule codes for writing, backed by TypeSafe's Jev model.
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Reproducible Jev Ultrafast research-browser eval harness + field note (QC’d cases, suite runner, report generator). Not investment advice.
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A GitHub project enabling voice-controlled Mac automation without vision models.
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Open-source LLM router that uses TypeSafe's Jev to pick a model, on top of LiteLLM.
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Predict another skill's next closed decision with TypeSafe Jev — without running that skill.
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A lightweight Jev-powered router for models, tools, and subagents.
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Experimental protocol for evidence-aware agent handoffs, with Jev-assisted review before results reach the lead agent.
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A claude code plugin for jev.
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Build versioned judgment functions on TypeSafe's Jev once, then call the same published version from your backend over HTTP and from coding agents over MCP. The vendor key stays on your machine.
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Fast structured Android control loops with TypeSafe Jev and Mobile MCP.
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Local browser automation UI that uses TypeSafe Jev to choose bounded page actions and a text model only for field values.
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A developer project for agent classification and selective reading using an agent plugin and MCP tool.
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A deterministic model routing system for coding agents with a skill for Codex.
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Semantic tool routing and typed System One decisions for the Pi coding agent using TypeSafe Jev.
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A developer project where Jev assists in browsing by selecting actions, with an LLM planning and citing sources.
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Match user goals to MCP catalog (two-stage) via TypeSafe Jev.
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⚡ Ultra-fast, low-cost intelligent task classifier and 3-tier routing engine powered by TypeSafe Jev (System One).
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Dependency-free CLI and Codex skill that send local state to Jev for batched typed judgments and return answers without echoing the state.
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Rust CLI powered by Jev from TypeSafe.ai that ranks agent skills for the next step using live session context. Includes Claude Code hooks, structured JSON, abstention, and local feedback. Requires a TypeSafe API key.
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Browser extension that reads the YouTube caption track and paints a per-segment sponsor probability on the seek bar before the intro ends, with no crowd database.
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4 HIGHLIGHTS
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4 clicks / 7d
Agents & browsers
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