Non-autoregressive System 1 decision engine. Typed choice, score and yes/no decisions over any text in a single forward pass, in 100+ languages, with a router that picks the right checkpoint per request.
Global
Qwen3-8B on a real BANKING77 item. Every number is a model output.
#934 · +29 · 1d ·GitHub
Open-source AI Trading OS, agent trading, and vibe trading, with Jev System One integration. Research, build Python strategies, backtest, and paper/live trade across crypto, stocks, and forex.
Jev-like family of decision models built on top of Qwen3.5/3.8 you can train and run on your own
Gaussian blur reveals how Valen-Preview-0923 adapts its decisions and confidence as visual detail decreases. 2% at the strongest blur.
js 22+, macOS or Linux, and a key for Vercel AI Gateway, TypeSafe, OpenRouter, or OpenCode Zen. No separate Python, Bun, or ripgrep installation is required to use jg.
#2324 · +9 · 1d ·GitHub
A curated list of public projects, integrations, and discussions built on Jev — TypeSafe AI's System One model for typed decisions.
jevos: an open-source alternative to Jev and Microsoft-Decision-1. Yes/no decisions, choices and scores with probabilities, on your laptop's CPU.
AI agents can generate code, but still struggle to understand what they build. Reticle brings Jev-style machine-native runtime perception to web & desktop applications.
#2999 · +6 · 1d ·GitHub
Jev is TypeSafe AI's first System One model. It does not write prose. It takes a state plus questions whose answer space you define in advance, and returns typed values with probability distributions your code can branch on.
#3685 · +4 · 1d ·GitHub
A verified, community-maintained catalog of 981 open-source projects built with Jev.
#4179 · +3 · 1d ·GitHub
Beacon is an open-source memory layer for AI coding agents that learns from your work across Claude Code, Cursor, Codex, OpenCode, and 20+ other harnesses.
TypeLLM brings type-safe generation to existing autoregressive LLMs without changing their architecture or weights. Inspired by TypeSafe AI's Jev, it lets models retain their native thinking and free-form generation while producing schema-guaranteed outputs through JSON Schema.
🎮 Results & Demos | ⚡ Quickstart | 💻 Run locally | 🤗 Models | 📊 Benchmarks | 📚 Docs
Give it a ticket, specification, bug report, or any free-form software job.
The job · Primitives · Forward pass · Results · Latency · Run it · HTTP · Repository
The open-source System One decision model. Sub-15ms, non-autoregressive, local drop-in alternative to TypeSafe Jev.
#6015 · +1 · 1d ·GitHub
Awesome Jev: source-backed open-source ecosystem radar, plain-language project discovery, and automatic GitHub sync
#6029 · +1 · 1d ·GitHub
1207 public resources for Jev, TypeSafe AI's System One decision model, indexed by decision pattern. Source citations, dated link checks and scheduled call-site text checks; runtime and performance are not independently tested here. EN/中文, JSON schema and platform compatibility.
#6079 · +1 · 1d ·GitHub
TypeSafe / Jev latency-focused demos built by Devin. md and screenshots.
#6161 · +1 · 1d ·GitHub
44 reviewed picks. Source notes and licenses . The larger discovery catalog is separate.
In Anthropic's Claude plugin directory · On the MCP Registry · Open source, MIT
DSCODE is a terminal coding agent for macOS, built on DeepSeek Harness. A persistent shell reads and writes code and runs tests; the TUI, the CLI and your scripts all share one session runtime instead of each starting their own.
Build calibrated AI Functions from human feedback using Jev and GEPA.
#8530 · +0 · 1d ·GitHub
router is a command-line tool that picks an AI coding agent, model, and reasoning effort for a task, then starts that agent for you in a Herdr pane.
#8540 · +0 · 1d ·GitHub
Bud Decision studio is an easy to use cross platform desktop application & serving system for Jev like models locally.
Evals and guardrails for agents, using Jev-style decision models instead of an LLM judge.