A FIELD GUIDE TO JEV / VOL. 01
Das Beste von Jev: echte Projekte, praktische Anleitungen und Ideen aus dem Netz.
Diogo Almeida@CompleteSkepticLAUNCH POSTDiogo Almeida introduces Jev, TypeSafe’s structured decision model. Watch the launch film and explore the original thread for the model’s approach, examples and author-reported performance.
TypeSafe AI@typesafeaiOFFICIALTypeSafe highlights Jev’s typed-output approach: applications provide state and questions, then act on probabilities, choices or scores. The linked announcement also covers the Venice API integration.
x.comAnswers your code can useProjekt ansehen ↗TypeSafe AI@typesafeaiOFFICIALTypeSafe announces public access to Jev without a waiting list. The official console is the starting point for trying typed decisions in your own application.
x.comJev opens to everyoneProjekt ansehen ↗TypeSafe AI@typesafeaiOFFICIALTypeSafe’s official launch announcement introduces the lab and points builders to Jev. It includes Diogo Almeida’s launch film and original introduction.
Four official signals. A fresh starting point on each visit.
286 Ressourcen
AI-assisted summaries and translations. Check original sources for context and performance claims.
Plugin für Claude Code, der Zusammenfassungen durch Jev-Entscheidungen ersetzt. Jeder Werkzeugaufruf und das Ergebnis werden in einem schnellen Antrag bewertet, veraltete werden gelöscht oder abgeschnitten, alles andere bleibt unverändert.
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Ultra-schneller Browser-Agent: Jev wählt in einer Anfrage die Operation und das DOM-Element aus; ein kleines LLM schreibt nur Text, wenn das Tippen erforderlich ist.
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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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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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Agent-ergonomic CLI for TypeSafe's Jev: fast calibrated judgments (pick, rate, check, rank, triage, guard) from the shell.
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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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Go CLI and single-binary MCP server exposing TypeSafe judgments to Claude Desktop, Claude Code, and Codex.
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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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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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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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A developer project for agent classification and selective reading using an agent plugin and MCP tool.
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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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Systematic software development framework for AI coding agents upgraded with TypeSafe Jev System One typed decisions.
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Fast Rust CLI for TypeSafe Jev: typed decisions, offline linting before you pay.
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Proof of concept MCP for Typesafe's new Jev AI model.
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An agent project that enforces policies by judging Claude Code tool calls.
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A developer project for agent-native routing that selects models based on task complexity.
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Browser automation where an LLM plans and Jev (Typesafe System One) decides. Library, CLI and MCP server.
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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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One grounded Jev/Playwright core: typed SDK, persistent CLI, and MCP server with native browser operations and deterministic assertions.
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Computer use for about $0.0002 a step: OCR the screen, classify the next action with TypeSafe, click. macOS.
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A Codex plugin that uses Jev to streamline and reduce excessive tool outputs.
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A developer project using Jev for plain-language MCP tool calls without an LLM.
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Route to the cheapest model in claude code for your task using jev-router.
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A developer project providing a local MCP server for running pre-made Jev question packs.
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A developer project for the agents shelf featuring a local MCP gateway with Jev tool discovery and a dashboard.
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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 developer project demonstrates Jev's rapid response to browser tasks, with decisions made in approximately 100 milliseconds.
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Jev-Tool-Runner is a GitHub project where Jev selects developer tools and Codex generates code based on those selections.
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A moderation system for Mastra agents that processes inputs in a single file.
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Claude Code plugin: trim long Bash output with TypeSafe Jev before the model sees it.
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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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A deterministic model routing system for coding agents with a skill for Codex.
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Standalone Android agent for Mobilerun where Jev makes every decision, with a live React studio and an Uber demo.
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Typesafe's jev as a "fuzzy linter". give your code an ocular patdown.
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Fast structured Android control loops with TypeSafe Jev and Mobile MCP.
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A developer project offering semantic code search for coding agents, benchmarked on SWE-bench Lite.
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WXT browser extension: Jev-powered page clutter removal with reusable template rules.
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Agent Skill: send closed coding-agent judgments to TypeSafe Jev.
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A staged code-review workflow and local dashboard built with TypeSafe Jev.
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A developer project providing a second MCP server for Jev from the PyModel initiative.
github.comPyModel/typesafe-mcpProjekt ansehen ↗Source-linked curation
Autonomous PlayStation 2 AI Agent with real-time visual telemetry HUD powered by TypeSafe Jev System One.
github.comopaielsheikh/ps2-ai-agentProjekt ansehen ↗Source-linked curation
Experimental Hermes plugin: Jev-assisted model routing plans with budget and capability constraints. API access pending.
github.comussyverse/hermes-jev-routerProjekt ansehen ↗Source-linked curation
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.
github.comBeLazy167/typesafe-modProjekt ansehen ↗Source-linked curation
Connect TypeSafe Jev to Grok Bot as a cheap decision layer - usage gates, skill template, examples.
github.comBodila51/grok-bot-jevProjekt ansehen ↗Source-linked curation
Command-line tool for TypeSafe's Jev AI model.
github.comNasrallah-AL/jev-cliProjekt ansehen ↗Source-linked curation
A tool ranking Pi agent skills for specific tasks using Jev's evaluation capabilities.
github.comsafzanpirani/pi-jev-skill-pickerProjekt ansehen ↗Source-linked curation
A developer project integrating Jev for judgment tasks within DeepSeek Harness.
github.comHorusJiang/dsh-jev-toolsProjekt ansehen ↗Source-linked curation
Privacy-first Chrome extension that semantically blocks native ads, sponsored feed cards, and video ads using TypeSafe Jev.
github.comvmendes90/jev-shieldProjekt ansehen ↗Source-linked curation
Per-prompt capability router for coding agents: resolves installed skills, MCP servers, agents and commands against your prompt via TypeSafe Jev, and measures whether the injection actually helps.
github.combestagentkits/jev-skillfulProjekt ansehen ↗Source-linked curation
A GitHub project converting agent skills into Oxlint plugins that involve Jev.
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Fast semantic code search & diff sanity auditor for AI coding assistants (Antigravity, Cursor, Claude Code) powered by TypeSafe System One.
github.comgreenyamao/Antigravity-mcp-semantic-search-with-TypeSafeAiProjekt ansehen ↗Source-linked curation
Context curator for Pi agent using Jev technology.
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INSTRUCT_JEV - TypeSafe AI Jev / System One instruction corpus (choice/noul/score), compiled by DeckerGUI. 119 rows. Mirrored on HuggingFace.
github.comctaxnagomi/instruct-jevProjekt ansehen ↗Source-linked curation
An agent skill to discover TypeSafe Jev opportunities, design typed questions, and learn from recent community experiments.
github.comaltryne/jevifyProjekt ansehen ↗Source-linked curation
A Chrome extension that covers distracting YouTube videos with Jev. Show anyway whenever you want.
github.comjaibhasin/jev-yt-time-saverProjekt ansehen ↗Source-linked curation
Stops AI coding agents from claiming work is done without evidence. Deterministic hooks decide, TypeSafe's Jev advises. Append-only ledger, zero runtime dependencies.
github.comqkal/CannyProjekt ansehen ↗Source-linked curation
DGUI-HyperMem (DeckerGUI HyperMemory) - self-hosted hybrid memory MCP server on Cloudflare Workers with a JEV (Choice/Noul/Score) reasoning layer and a HuggingFace training-brain flywheel.
github.comctaxnagomi/dgui-hypermemProjekt ansehen ↗Source-linked curation
A browser form for building requests to TypeSafe's Jev: pick a template, fill in the blanks, copy the request. No JSON, no install, runs locally.
github.comcollapseindex/jev-builderProjekt ansehen ↗Source-linked curation
Judge agent steps — ok / retry / escalate / stop via TypeSafe Jev.
github.comndolinschi/harnessjudgeProjekt ansehen ↗Source-linked curation
Reproducible Jev Ultrafast research-browser eval harness + field note (QC’d cases, suite runner, report generator). Not investment advice.
github.comjgridifier/jev-research-evalProjekt ansehen ↗Source-linked curation
AskJev — Jev autopilot for any website + guard on irreversible clicks (TypeSafe System One, not Claude).
github.comranjan2829/AskJevProjekt ansehen ↗Source-linked curation
Interactive TypeScript coding CLI with typed routing, decision programs, and validated formal trees driven by Jev.
github.comrhighs/jev-codeProjekt ansehen ↗Source-linked curation
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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Pre-commit hook: one Jev call judges whether your commit message matches the staged diff, plus debug leftovers, unmentioned work, and a credential check.
github.comvalentynkit/jev-commitProjekt ansehen ↗Source-linked curation
TypeSafe Jev (System One) decision tools for Hermes Agent: jev_check / jev_route / jev_score / jev_evaluate.
github.comajensenwaud/hermes-jev-pluginProjekt ansehen ↗Source-linked curation
Non-Autoregressive AI Agent Decision Model. Open-source SOTA alternative to TypeSafe Jev. O(1) Tool Routing & DOM Automation on Qwen3.5-2B .
github.commkeco/Cerebellum-2BProjekt ansehen ↗Source-linked curation
TypeSafe Jev plays original Civilization II in a browser, with live action probabilities. Experimental full-game harness.
github.comphyous/tsai-civ2Projekt ansehen ↗Source-linked curation
CLI that uses Jev to catch AI slop in UI, copy, and agent instructions before ship (probabilities on semantic taste checks).
github.commblode/taste-lintProjekt ansehen ↗Source-linked curation
Draw on a tldraw canvas with your voice and a pointing finger. Jev (TypeSafe System One) decides action, target and place in ~350 ms per spoken word.
github.comgaborishka/jev-canvasProjekt ansehen ↗Source-linked curation
A developer project where Jev filters tool results before model processing, aiming to improve efficiency in agent systems.
github.comAstro-Han/jev-harnessProjekt ansehen ↗Source-linked curation
Dependency-free CLI and Codex skill that send local state to Jev for batched typed judgments and return answers without echoing the state.
github.comohmyjiro/jev-judgeProjekt ansehen ↗Source-linked curation
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