Jerry Liu
@jerryjliu0
DocJev is the fastest way to classify and split complex document packets ⚡️. (and the default is fully free and OSS!) I made a sick teaser video below. TY Opus 5.5 🙏 check it out: github.com/jerryjliu/docj…
Updated Nov 3, 2026
Open-source GitHub repos that call Jev: jev-ultrafast, OpenJev, nanojev, jevlike, jev-trader and the rest. Each card links the repo and shows what its author published.

Diogo Almeida
@CompleteSkeptic
After co-inventing ChatGPT, I kept asking myself: why have superhuman chat models not led to AGI? I’ve spent the last 2 years in stealth building a new way to train models (RLCD), and a new type of frontier AI model that we are releasing today: Jev • 20-200x faster • 40-400x cheaper (w/ output tokens free) • Frontier composable intelligence optimized for decisions AFAICT the shortest path to AI-based economic revolution
Jerry Liu
@jerryjliu0
DocJev is the fastest way to classify and split complex document packets ⚡️. (and the default is fully free and OSS!) I made a sick teaser video below. TY Opus 5.5 🙏 check it out: github.com/jerryjliu/docj…
Justin Schroeder
@jpschroeder
I rebuilt Tesla Full Self Driving with Jev in less than an hour. This model is a total unlock.
Cua
@trycua
1/ Introducing CUA-S1: a family of System One Models, small, specialized, and built for computer use. Today we're open-sourcing CUA-S1-FORMS, the first in the family: github.com/trycua/cua

Aayan
@aaayandev
Jev (@typesafeai) is so insane & cheap for search!! > 6000+ @ycombinator Startups indexed. > Sub 1 second search results. > 90M tokens & $2.7 in total testing costs. Search any startup in a second, in any way! - Color - Niche - Your Competitor - Age - Image - etc... > watch the entire video, it's so freaking cool omg! > this is the coolest thing i have ever built for fun! (worked on it for 2 days straight!)
Tony Dinh
@tdinh_me
Just trying out Jev, I made a Chrome extension that: - Listens to your YouTube audio (optional) - Detects if it gets to a sponsor segment - Skips it ➡️➡️➡️ - All in real-time while costing ~$0.005 per video Prototype project, BYOK, open-source: github.com/trungdq88/yout…

GitHubAgents and browsers
PickBrowser Use’s browser agent, with Jev choosing each next step.
Browser Use
23k
GitHubAgents and browsers
Computer use on macOS, with one Jev decision per step.
Andrew Levin
1.2k~$0.0002Jarrod Watts
@jarrodwatts
I built a trading bot with Jev! Jev decides if it should "buy" or "sell", given the price feed of an asset pair, and executes real trades. It uses Monad to place the orders on Kuru's on-chain order book in every 300ms block. Demo link → jev-trader.vercel.app

GitHubRobotics and devices
A simulated drone that asks Jev for a judgment 2.5 times a second.
Roman Slack
2742.5 Hz
GitHubAgents and browsers
A browser you control by voice, from Moritz Kremb’s Jev tutorial.
Moritz Kremb
404Vincent Wang-Maścianica
@vinnylarouge
I reverse-engineered a jev-like architecture given its type. You can find the repo here to train your own jevlikes: github.com/vinnylarouge/j…
GitHubOpen source

Guidegithub.com
The GitHub awesome list for Jev: use cases, projects, SDKs, tools and learning resources, with pricing, limits and a quick start.
Eric Zhang
@ekzhang1
Inspired by @typesafeai , here is a Jev-compatible public API to play with It runs a comparable open model (Qwen3.6-35B-A3B), and just uses SGLang radix cache to preserve the prefill reuse / really fast parallel systemone generation - 64 tasks in <1s. github.com/ekzhang/openje…

GitHubRouting and model choice
Routes each Claude Code task to the cheapest model that can do it.
Pratyush Garg
597
GitHubSDKs and integrations
An MCP server with claim checks, screening and ranking built on Jev.
Joey Kudish
530
GitHubAgents and browsers
An MCP connector that gives your agent direct access to Jev.
Mostafa

GitHubOpen source
A small open decision model: state and typed questions in, probabilities out.
Kshetrajna Raghavan
168
GitHubAgents and browsers
A browser extension where Jev decides which parts of a page are clutter.
Kitze
373
GitHubSecurity and abuse
A Discord moderation bot with Jev making the calls.
Brainstormity
48
GitHubSecurity and abuse
Moderation with a probability per category and thresholds you set.
Omar Hernandez
1


GitHubSEO and GEO
An agent-first SEO and GEO CLI in Rust, with DuckDuckGo and Jev.
Akash Priyadarshi

GitHubSDKs and integrations
A shell CLI for agents: pick, rate, check, rank, triage and guard.
Nicholas Underwood
27
GitHubSDKs and integrations
A typed judgment CLI: questions in, answers and exit codes out.
model-clis
0
GitHubBenchmarks and evals
A Python toolkit: question builders, confidence gates and calibration.
Daniel Ari Friedman
7

GitHubTools and apps
110 use cases, games and dilemmas, with editable prompts and A/B tests.
Val Alexander
110
GitHubAgents and browsers
Browser automation where an LLM plans and Jev decides.
Ying-Kai Liao
122
GitHubAgents and browsers
One Jev and Playwright core behind a typed SDK, a CLI and an MCP server.
Tomohiko Hiraki
10
GitHubAgents and browsers
Jev picks each action; an LLM plans; every claim cites the page.
Agent Labs
120
GitHubAgents and browsers
Browser use for coding agents, with Jev deciding each step in ~300 ms.
Brian Kim
4~300 ms
GitHubAgents and browsers
Claude thinks, Jev reacts: browser tasks at about 100 ms a decision.
MirkoSonio
0~100 ms
GitHubAgents and browsers
A speed layer for computer use: one Jev decision per step.
Hitakshi Arora
0
Code you can read, fork and run: jev-ultrafast, OpenJev, nanojev, jevlike, simplejev, jev-trader, jev-mcp and the rest. Each repo calls Jev for a decision — which link to follow, which bucket a ticket goes in, which move to make — and the figures on a card are the ones its author published.
358 builds and 12 guides
Stars as GitHub showed them on Oct 15, 2026.
| Build | By | Reported |
|---|---|---|
| DocJev | Jerry Liu | Speed: 6x vs gpt-5.6-luna |
| JevPilot | Justin Schroeder | Peak rate: 4/s · Built in: <1 hour |
| CUA-S1-FORMS | Cua | Parameters: 706k · Form fill: one 50 ms pass |
| YC Indexor | Aayan | Index: 6,241 companies · Search: ~1 s / ~$0.002 |
| YouTube sponsor skipper | Tony Dinh | Cost per video: ~$0.005 |
| typesafe-computer-use | Andrew Levin | Cost per step: ~$0.0002 |
| jev-trader | Jarrod Watts | Decision window: 300 ms blocks |
| jev-drone | Roman Slack | Loop rate: 2.5 Hz |
Each figure is the author’s own, not measured by this site.