Guidegithub.com
Awesome Jev
The companion list to this site: use cases, projects, SDKs, tools and learning resources, with pricing, limits and a quick start.
Updated Sep 18, 2026
GitHub repos built with Jev
Projects, posts and guides about Jev, the System One model from TypeSafe AI. Each entry links to its source and shows the cost and speed its author reported.
Launching today
- 186builds
- 75guides
- 8use cases
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
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
Pickjev-ultrafast
Browser Use’s browser agent, with Jev choosing each next step.
Browser Use
~2.9k
GitHubAgents and browsers
typesafe-computer-use
Computer use on macOS, with one Jev decision per step.
Andrew Levin
~$0.0002
Jarrod 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
jev-drone
A simulated drone that asks Jev for a judgment 2.5 times a second.
Roman Slack
2.5 Hz
GitHubAgents and browsers
jev-voice-browser
A browser you control by voice, from Moritz Kremb’s Jev tutorial.
Moritz Kremb
Vincent 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…
GitHubResearch and data
jevlike
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…
GitHubTriage and routing
jev-router
Routes each Claude Code task to the cheapest model that can do it.
Pratyush Garg
121
GitHubTools and apps
jev-mcp
An MCP server with claim checks, screening and ranking built on Jev.
Joey Kudish
70
GitHubTools and apps
typesafe-mcp
An MCP connector that gives your agent direct access to Jev.
Mostafa
62
GitHubResearch and data
reflex
A small open decision model: state and typed questions in, probabilities out.
Kshetrajna Raghavan
57
GitHubTools and apps
unclutter
A browser extension where Jev decides which parts of a page are clutter.
Kitze
74
GitHubContent and growth
Jev Moderation Bot
A Discord moderation bot with Jev making the calls.
Brainstormity
25
GitHubContent and growth
jevmod
Moderation with a probability per category and thresholds you set.
Omar Hernandez
GitHubContent and growth
jev-seo
An agent-first SEO and GEO CLI in Rust, with DuckDuckGo and Jev.
Akash Priyadarshi
GitHubTools and apps
jev-axi
A shell CLI for agents: pick, rate, check, rank, triage and guard.
Nicholas Underwood
GitHubTools and apps
jev CLI
A typed judgment CLI: questions in, answers and exit codes out.
model-clis
GitHubTools and apps
daf-jev
A Python toolkit: question builders, confidence gates and calibration.
Daniel Ari Friedman
GitHubTools and apps
TypeSafe AI playground
110 use cases, games and dilemmas, with editable prompts and A/B tests.
Val Alexander
110
GitHubAgents and browsers
jev-browser
Browser automation where an LLM plans and Jev decides.
Ying-Kai Liao
GitHubAgents and browsers
jev-browser (Playwright)
One Jev and Playwright core behind a typed SDK, a CLI and an MCP server.
Tomohiko Hiraki
GitHubAgents and browsers
fastbrowse
Jev picks each action; an LLM plans; every claim cites the page.
Agent Labs
GitHubAgents and browsers
jev-ra
Browser use for coding agents, with Jev deciding each step in ~300 ms.
Brian Kim
~300 ms
GitHubAgents and browsers
jev-reflex
Claude thinks, Jev reacts: browser tasks at about 100 ms a decision.
MirkoSonio
~100 ms
GitHubAgents and browsers
solari-reflex
A speed layer for computer use: one Jev decision per step.
Hitakshi Arora
GitHubAgents and browsers
jevwire
A decision layer for agents: MCP server, library and Claude Code plugin.
Brainwires
GitHubAgents and browsers
pi-heed
Checks every side-effecting tool call against what you asked for.
Bowen Xu
GitHubAgents and browsers
pi-jev-compaction
Automatic context clearing for Pi, without losing the conversation.
Nour
GitHubAgents and browsers
pi-jev-context-curator
A context curator for the Pi agent, built on Jev.
Shashank H
GitHubAgents and browsers
codex-context-diet
A Codex plugin where Jev trims bulky tool results.
Konstantinos Botonakis
GitHubAgents and browsers
jev-tool-runner
Jev selects the developer tools; Codex writes the code.
Mihajlo Micic
GitHubAgents and browsers
jev-flash-router
An MCP server so coding agents stop spending tokens on small choices.
Ravinder Poonia
GitHubAgents and browsers
jev-mcp for coding loops
An MCP server that puts Jev on the coding loop in Cursor and Codex.
burnigtm
Guidegithub.com
fast-jev-compaction
Tamara Tran’s Claude Code plugin: Jev scores every tool call and result in one request, drops or truncates the stale ones, and keeps the rest word for word.
GitHubAgents and browsers
jev-mcp-dispatcher
Plain-language MCP tool calls with no LLM at all, only Jev.
abhishekashokvkumar
GitHubTriage and routing
jev-harness-router
One batched call picks model tier, tools, skill and effort for each turn.
Joaquin Marcoff
GitHubTriage and routing
routeKit
An agent-native router that picks a model by task complexity.
Raj Dhakad
GitHubTriage and routing
jev-review-action
A GitHub Action that reviews and classifies PRs with Jev alone.
wang2
GitHubTools and apps
guesswork
Fish-style zsh autosuggestions, ranked by Jev instead of by prefix.
Malek Gara-Hellal
GitHubTools and apps
capture
A private Mac voice diary: local transcription, Jev sorting, Notion library.
Abid A Gafoor
GitHubResearch and data
jev-search
Offline Obsidian search, with an optional Jev rerank you approve first.
jh1373
GitHubResearch and data
ensk
An English–Icelandic dictionary with Jev reranking the results.
Jökull Sólberg Auðunsson
GitHubResearch and data
jev-reviewer
Systematic-review data from trial reports, every answer a verbatim quote.
Ahmad Sofi-Mahmudi
GitHubTrading and markets
jevocks
A stock terminal: Valyu brings the evidence, Jev gives the status.
Prosper Otemuyiwa
GitHubGames and real time
Beat Jev
A penalty shootout against Jev, on Render Workflows and Postgres.
Ojus M Save
GitHubGames and real time
Jev runs a city’s traffic
A traffic simulation where Jev controls a whole city.
Siddhant Kuwar
GitHubGames and real time
TypeEvacSafe
A fire evacuation simulation with a Jev-style decision for each person.
Meteor Simulation
GitHubGames and real time
jev-piano
Jev can’t write a note, but with the right questions it improvises piano.
Paul
GitHubGames and real time
Can Jev steer music?
Jev picks the plan; code renders the sheet music, audio and MIDI.
Stephen Wu
GitHubTools and apps
Guess the age from a Korean name
A small React app where Jev guesses an age band from a name.
C.H Lee
GitHubAgents and browsers
eve
Vercel’s open agent framework, with Jev as its default evaluate model.
Vercel
SkillTools and apps
TypeSafe agent skills
The official skill for building with Jev, installable with one command.
TypeSafe AI
215
SkillTools and apps
skillranker
A Rust CLI where Jev ranks agent skills for the next step.
Jeff Emanuel
44
SkillTools and apps
jev-agent-skill-router
Routes which agent skill runs, with typed Jev decisions and confidence.
Dewaldt Huysamen
SkillTools and apps
jev-judgment
An agent skill that sends a coding agent’s closed judgments to Jev.
HyunjunJeon
SkillTools and apps
tenbin
Split a judgment into Choice, Score and Noul, lint it, then measure it.
Shingo Imota
SkillTools and apps
Augustus
An agent skill for designing systems around Jev’s judgments.
Basit Mustafa
SkillTriage and routing
switchloom
Deterministic model routing for coding agents, with a skill for Codex.
Instructa
SkillTools and apps
jev-superpowers
A skills framework for coding agents, with Jev gates and vetting.
Akash Priyadarshi
SkillTools and apps
Building with Jev
A skill for writing and fixing programs that call Jev.
Drew Breunig
86
GitHubTools and apps
jev-rules
Jev picks which of your rules apply, so Claude only sees those.
Elia Alberti
Eugene Cheah - AI builder @ 🇸🇬|🇺🇸
@picocreator
love jev, but upset it - isn't open source? - it lack vision capability? We fixed all of that, introducing SimpleJev.ai A fully open source library which takes any HF model and Jev-ify it, with an API endpoint Now on github, and live in production at @FeatherlessAI
GitHubTools and apps
Simple Jev
GitHubAgents and browsers
Mobile Jev
A mobile agent on a real Android phone, with Jev making each decision.
Droidrun
9 actions in ~21 s
SkillAgents and browsers
Jev Browser Use
A Codex skill: Jev clicks, Codex thinks and checks the result.
coliney
~5–10×
GitHubAgents and browsers
Jev Recruiter
A LinkedIn recruiting agent that browses profiles and saves the evidence.
skeptrune
GitHubAgents and browsers
Bouncer
A judgment layer that checks every Claude Code tool call against your policy.
Clownware
~$0.04/day
GitHubAgents and browsers
Interlock
A gate on every agent tool call, with Jev as one of its sensors.
somoore
GitHubGames and real time
Jev Pong
Pong where the ball moves one step per model decision. Jev against the LLMs.
Ably Labs
GitHubGames and real time
Jev vs the LLMs: Tetris
Jev plays real-time Tetris against Claude Haiku or Gemini Flash.
Tony Dinh
GitHubGames and real time
Kiru Hai Coach
A solo mahjong coach: Jev picks the tile to discard. In Japanese.
smilior
GitHubTriage and routing
Jev PR Labeler
GitHub PR labels chosen by Jev, with size measured as scope, not lines.
Jeremy Huang
GitHubTools and apps
jevcumber
Cucumber tests from the .feature file alone. No step definitions.
Michael Poage
GitHubTools and apps
siftr
Semantic code search for coding agents, benchmarked on SWE-bench Lite.
Bently
82%
GitHubTools and apps
winnow
A context sieve for Claude Code: Jev judges each tool result before it lands.
Ghaleb Dweikat
~17
GitHubTools and apps
Jev Sift
Classify first, read selectively: an agent plugin and MCP tool.
Kush Bhuwalka
~16
GitHubTools and apps
pi-jev
A Pi extension: Jev picks the file excerpts, a local model writes the code.
Max Lv
GitHubTools and apps
jevkit
A Rust CLI for Jev, with a linter that checks questions before you pay.
Ariel Frischer
GitHubContent and growth
Sniff Test
A prose linter for AI writing tells: regex rules plus Jev for judgment.
Daniel Willoughby
~14
GitHubContent and growth
Clarity Judge
Writing checked on separate named axes, each with its own verdict.
TypeSafeAI (community)
GitHubContent and growth
LinkedIn NoSlop
A Chrome extension that blurs low-value LinkedIn posts.
sushrutb17
GitHubTriage and routing
firehose-judge
The live Bluesky firehose, judged post by post, with a lane for humans.
Leo Mata
~$0.00003
GitHubTriage and routing
Jev Anti-Spam Bot
A Telegram bot that deletes only the spam Jev is sure about.
Nikita Kolmogorov
GitHubTriage and routing
mastra-jev-moderation
Input moderation for Mastra agents in one file.
CodeAlive
~0.4 s
GitHubTrading and markets
Hawk or dove?
Fed press conferences scored word by word, Jev against chat models.
SuperTurbo
~150 ms
GitHubResearch and data
duckdb-jev
Ask a question about every row in SQL, and get a real SQL type back.
Colliber
Guidegithub.com
Worked examples via OpenRouter
Rajeeve Kuriakose’s runnable Jev examples, through OpenRouter, so you can start today.
GitHubResearch and data
Jev Capability Atlas
Where Jev holds up and where it breaks, with real API receipts.
Zaious
GitHubTools and apps
Semantic Bookmark
A Chrome extension that files bookmarks by rules you write.
acorn181
GitHubTools and apps
Port Cleanup
A macOS utility that tells you which listening ports are safe to stop.
Epiphany Dynamics
GitHubTools and apps
Laravel TypeSafe Jev
An unofficial Laravel package for Jev, with typed responses and test fakes.
Alexey (Butochnikov)
GitHubTools and apps
kev
A tiny Jev-like model on Qwen2.5-0.5B that trains and runs on a MacBook.
Jared Palmer
~160 ms
GitHubTools and apps
Open Alternative to Jev
Typed, calibrated decisions from any open-weights model, on your own GPU.
ikermoel
GitHubTools and apps
OpenJev (Verdict)
An open 151M decision model on ModernBERT, with a WebGPU playground.
Hemant Kumar
Guidegithub.com
awesome-typesafe
Official resources and community projects for TypeSafe, System One models and Jev.
Guidegithub.com
yibie/awesome-jev
Public Jev projects, integrations and discussions, sorted by category.
Guidegithub.com
fatwang2/awesome-jev
A source-backed project directory, with a GitHub review workflow that uses only Jev.
Guidegithub.com
Papers and open reproductions
OmniJev’s list of the papers, open reproductions and independent evaluations behind System One models.
Guidegithub.com
awesome-jev-projects
思维怪怪’s source-backed radar of the open-source ecosystem, in English, Chinese, Japanese and Korean.
Jev GitHub repos
Code you can read, fork and run. Each repo here calls Jev for a decision: which link to follow, which bucket a ticket goes in, which move to make. The figures on a card are the ones its author published.
109 builds and 10 guides