Peluncuran pada 18 September 2026

Model nonautoregresif menjawab pertanyaan choice, score, dan noul; router memilih checkpoint yang digunakan. Server yang dihosting sendiri menyediakan POST /v1/systemone bagi klien Jev yang ada, tetapi menjalankan model Laya.

Hermes Jev Skills menyediakan keterampilan pemilihan model, pencarian, penyaringan memori, triase pesan, dan tindakan browser. Jev mengambil keputusan terbatas seperti memilih model atau mengurutkan kutipan hasil pencarian; model utama menulis teks. Keterampilan ini mendukung Hermes, Claude Code, dan Codex. Mode bayangan mencatat keputusan tanpa mengganti model.

Von menilai pertanyaan independen dalam satu lintasan untuk klasifikasi, pemeriksaan ya/tidak, dan penilaian berurutan. Model System One terpisah ini memiliki API kompatibel TypeSafe, berjalan dalam proses atau lewat HTTP. Gunakan SDK Python atau TypeScript, atau sajikan model lokal dengan von serve.

Jev Browser Use menangani navigasi, klik, tombol alih, dan gulir; Codex memasukkan teks dan memverifikasi hasil. Jev memilih tindakan dari teks aksesibilitas; koneksi Computer Use yang sudah ada menjalankannya. Memerlukan Node.js 22+, Codex yang terhubung ke browser, serta kredensial TypeSafe atau OpenRouter yang sesuai.

Simple Jev memakai model Hugging Face yang kompatibel untuk klasifikasi dan penilaian, lalu menyusun JSON dari logits token berikutnya tanpa menghasilkan jawaban teks. Kirim konteks bersama melalui salah satu dari state atau messages beserta pertanyaan bertipe ke POST /v1/classifier pada server yang dikonfigurasi.

OpenJev membaca jawaban bertipe dari probabilitas model terbuka: pilihan, skor, dan penilaian ya/tidak; model utamanya juga menerima pertanyaan gambar. Arahkan URL dasar SDK TypeSafe ke server sendiri atau layanan yang didokumentasikan, lalu panggil system_one dengan keadaan dan pertanyaan.

Pustaka ini mengenali formulir IRS dan jenis halaman dari teks yang diekstrak memakai registri deskripsi formulir JSON. Gunakan classifyPage dengan baris teks, jevBackend, dan criteria.json. Pembantu PDF memerlukan Poppler; backend memerlukan kunci TypeSafe.

JevRouter memilih model, agen, keterampilan, alat MCP, dan CLI untuk keputusan tunggal atau rencana bertahap. Gunakan route, plan, SDK, atau pengaturan agen dengan TypeSafe atau OpenRouter; penyedia demo berlabel bekerja luring.

jev-gateway meneruskan keputusan alat ke Jev, sementara model bahasa biasa menangani pekerjaan lainnya. Pasang paket npm lalu buka agen terautentikasi dengan peluncur jev- dan atur penyedia sekali.

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

grep, but the pattern is a description. Filters lines by meaning with TypeSafe's Jev decision model: ~200 ms and a thousandth of a cent per line.

Fish-style zsh history autosuggestions ranked by Jev (TypeSafe)

Open-source, local-first social media research agent for Instagram, TikTok, and LinkedIn. Jev routes read-only steps; socai CLI captures cited browser evidence.

A tool calling chat bot built with Jev and no LLM.

Talk to your Mac. Local whisper.cpp + one Jev (TypeSafe) call per command + macOS automation.

High-throughput synthetic and pretraining dataset sifter for TypeSafe Jev. Rust streaming core, Parquet and JSONL I/O, typed Choice/Score/Noul judgments, speculative fan-out, 24.0 rows/sec measured.

Free Rust SEO and GEO toolkit powered by TypeSafe Jev: 58-rule audits, site crawls, AI citation checks, rank drift, CI gates, 15-tool MCP. Zero cost.

A decision cache for TypeSafe Jev-class models — memoize decisions so repeats are free, deterministic, and shareable. One 2 MB binary.

Open-source alternative to TypeSafe's Jev: a System One style model layer that gives typed, calibrated decisions from any open-weights LLM in one forward pass (HF + vLLM), with honest benchmarks

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

Ruby client for decision models such as Typesafe Jev

Route HTTP requests by meaning. A semantic router for Hono powered by Jev.

Chrome extension: vibe-check your X posts with TypeSafe's Jev before you hit Post

Classify first. Read selectively. A portable agent plugin and MCP tool for batch text classification.

ACP and MCP adapter that bridges TypeSafe Jev with any LLM — computer use and typed decisions alongside Codex, Claude, Grok, and OpenCode.

Catch code issues before they catch you.

Replicating Jev with a local LLM

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.

A spatial reference explorer for creators. Local Jev query choices, metadata highlights and source-linked collections.

A codebase scanner that helps you not run malicous code

Jev for Chrome: drives the tab you are looking at with TypeSafe Jev, a sub-second decision model. Community port of browser-use/jev-ultrafast, not affiliated with TypeSafe.

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

A Document OCR Router to help route pages based on content.

Independent, evidence-based map of when TypeSafe's Jev actually holds up vs. breaks down — real API-call receipts, not a leaderboard. 中文為主的雙語 repo。

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

Open-source macOS AI computer use and native GUI automation on Apple silicon. Jev + OmniParser CoreML + Apple Vision OCR. Bring your own OpenRouter, Vercel AI Gateway, or TypesafeAI token.

Command-line tool for TypeSafe's Jev AI model

Screens an AI agent's tool calls before they run and tool results before the agent reads them. An MCP proxy plus a hooks adapter for a client's built-in tools.

Semantic AI for pandas and Polars: classify text, analyze sentiment, and score DataFrame rows with natural-language questions and full probabilities using TypeSafe Jev.

2D autonomous car simulation in the browser, driven by TypeSafe's Jev decision model

Chrome extension that labels every post you scroll past on X with typed Jev judgments and a live cost counter

ALGAL is a programming language and VM for AI agent programs that wait for approval and leave receipts you can replay.

Claude Code Stop hook that blocks an unverified done: reads the transcript for evidence, asks Jev once, fails open on everything else

Everyday Stocks Status with Jev

Jev-powered plugins for coding agents

Claude Code plugin: Jev for rule checks, verbatim compaction, and prompt routing

用“Elon的工作”，享无福X！

Real-time drone swarm autonomy simulation using Jev for fast System 1 reflex decisions and collision avoidance, with optional System 2 reasoning for strategic guidance

The first general-purpose System One agent for Jev

Probabilistic control flow for Ruby and Rails - powered by TypeSafe's Jev