A FIELD GUIDE TO JEV / VOL. 01
The best of Jev. Real projects, practical guides and ideas from across the internet.
THE OFFICIAL SIGNAL 4 HIGHLIGHTS
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’s official launch announcement introduces the lab and points builders to Jev. It includes Diogo Almeida’s launch film and original introduction.
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.
JEVLAB ARTTypeSafe 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.
JEVLAB ARTStart with the Launch Post. Explore four official signals.
1,198 resources
AI-assisted summaries and translations. Check original sources for context and performance claims.
A community post confirming Jev's capability to generate text, responding to a claim that it cannot.
JEVLAB ART
EnglishSource-linked curation
Matthew BermanJev analyzes 724 live ads from 37 brands in 40 seconds, breaking down their elements and formats.
EnglishSource-linked curation
A browser-based search tool that uses a 27K-parameter model to parse queries with Jev's assistance.
JEVLAB ARTEnglishSource-linked curation
aniolA speech analysis tool that evaluates 30-second speeches for pauses, filler words, and confidence, providing feedback for improvement.
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Joao BortottiJev controls live 3D character expressions with real-time decision-making.
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Context curator for Pi agent using Jev technology.
JEVLAB ARTEnglishSource-linked curation
A user tested the new Jev model and shared insights about its significance for System One models.
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A guide explaining how to integrate Jev with Pydantic AI agents for type-safe operations.
JEVLAB ARTEnglishSource-linked curation
x.comJev is a System One model on OpenRouter that provides decisions with probabilities.
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Jev rapidly analyzes competitor ads with detailed classification and cost efficiency.
JEVLAB ARTEnglishSource-linked curation
RaptorDual-arm robot controlled by Jev for decision-making, with inverse kinematics and physics handled by code for efficient operation.
日本語Source-linked curation
NickTest report using Jev to check each agent action first: most attacks caught, almost no false blocks.
JEVLAB ARTEnglishSource-linked curation
nader dabitA tool that interprets spreadsheet intent rather than just recalculating numbers, providing rapid contextual analysis.
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Jack ChengA tool that uses Jev to convert pointing and speech into drawing actions on a canvas.
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Mau BaronJev autonomously controls multiple characters in a video game with rapid decision-making.
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A community post describing adaptive in-app support using Jev to provide real-time assistance based on user struggles.
JEVLAB ARTEnglishSource-linked curation
MCP server that puts TypeSafe Jev on the coding loop in Cursor, Codex, and any MCP client.
JEVLAB ARTEnglishSource-linked curation
A developer project for agent-native routing that selects models based on task complexity.
JEVLAB ARTEnglishSource-linked curation
A research project enabling SQL queries with real type responses.
JEVLAB ARTEnglishSource-linked curation
A creative project using Jev and other tools to generate digital art, specifically a painting of the Golden Gate Bridge.
JEVLAB ARTEnglishSource-linked curation
Jev predicts upcoming shell commands by analyzing historical command data.
JEVLAB ARTEnglishSource-linked curation
Route to the cheapest model in claude code for your task using jev-router.
JEVLAB ARTEnglishSource-linked curation
A curated list of Jev use cases, projects, SDKs, and resources. Jev is TypeSafe AI's System One model for fast, typed decisions in software — Choice, Score, and Noul with calibrated probabilities.
JEVLAB ARTEnglishSource-linked curation
A community post presents a codebase complexity classifier using Jev, aiming to address overengineered code.
JEVLAB ARTEnglishSource-linked curation
Riley BrownJev classifies 500 emails quickly and inexpensively, demonstrating its efficiency in processing tasks.
EnglishSource-linked curation
An AI-driven hedge fund utilizing Jev for fast and cost-effective trading decisions.
JEVLAB ARTEnglishSource-linked curation
A self-hosted skills library with optional Jev recommendations.
JEVLAB ARTEnglishSource-linked curation
A tool that finds local makers using Jev, claiming high accuracy.
JEVLAB ARTEnglishSource-linked curation
Agentcard integrates Jev and Kernel to enable secure and efficient online shopping by agents, avoiding token costs and safety issues.
JEVLAB ARTEnglishSource-linked curation
Zahle KhanA community post introducing Jev board, a tool for ambient intelligence interfaces using fast, reliable models.
EnglishSource-linked curation
AteeqA log analysis tool that groups 22.8M lines into patterns and uses Jev to review key patterns.
EnglishSource-linked curation
Chris TateA community tool allowing Jev to make decisions through command-line interactions for agent systems.
JEVLAB ARTEnglishSource-linked curation
Directory of Jev-based projects including repositories, SDKs, and benchmarks.
JEVLAB ARTEnglishSource-linked curation
A tool enhancing zsh autosuggestions with Jev-based ranking instead of prefix matching.
JEVLAB ARTEnglishSource-linked curation
AgentRun leverages Jev for creating self-sufficient agent workflows.
JEVLAB ARTEnglishSource-linked curation
iagolastA community example demonstrating how Jev can classify company invoices into accounting categories rapidly.
JEVLAB ART
EspañolSource-linked curation
A small, extensible decision-to-action harness for TypeSafe Jev.
JEVLAB ARTEnglishSource-linked curation
Go CLI and single-binary MCP server exposing TypeSafe judgments to Claude Desktop, Claude Code, and Codex.
JEVLAB ARTEnglishSource-linked curation
Hunch is a GitHub tool for code review that applies rules written in plain English to analyze and improve code quality.
JEVLAB ARTEnglishSource-linked curation
Marek SotakA tool that monitors user interactions and intervenes only when it detects confusion or difficulty, using Jev to determine appropriate responses.
EnglishSource-linked curation
x.comA community experiment using Jev as a plugin in Claude to reduce unnecessary tool calls, cutting token count from 1M to 86K.
JEVLAB ARTEnglishSource-linked curation
Milind SA system using Jev to interact with computer interfaces without screenshots, relying on local CoreML models and OCR.
EnglishSource-linked curation
Pokémon FireRed Elite Four run. A community post describing an experiment where Jev successfully completed a game with low-cost resources.
JEVLAB ARTEnglishSource-linked curation
A developer project that uses Jev as a sensor to control access to agent tools, enhancing security and functionality.
JEVLAB ARTEnglishSource-linked curation
Marc KöhlbruggeA real-time computer assistant using Jev and local Whisper to process voice input, classify actions, and interact with the screen through a Swift app for accessibility.
JEVLAB ARTEnglishSource-linked curation
ZachiAn ad blocker extension using AI for real-time classification and removal of ads.
EnglishSource-linked curation
Offline Obsidian search with optional Jev reranking of results, requiring user approval before reranking.
JEVLAB ARTEnglishSource-linked curation
Jev on Sol. A community post describing an experiment where Jev analyzes Solana blockchain data in real time.
JEVLAB ARTEnglishSource-linked curation
A small agent using Jev compaction to manage searchable memory efficiently.
JEVLAB ARTEnglishSource-linked curation
A community project showcasing Jev's potential through a competitive snake game where two Jev instances battle for victory.
JEVLAB ARTEnglishSource-linked curation
YumA community post detailing a dashboard that classifies X posts across eight dimensions using Jev for content research.
EnglishSource-linked curation
Jev is presented as a language generation tool in a community post, challenging perceptions about its capabilities.
JEVLAB ARTEnglishSource-linked curation
A prototype that classifies symptoms and updates diagnoses using medical ontologies during live clinical consultations.
JEVLAB ARTEnglishSource-linked curation
A developer project offering semantic code search for coding agents, benchmarked on SWE-bench Lite.
JEVLAB ARTEnglishSource-linked curation
amitCreates a dynamic audience of 100 simulated personalities that respond individually to user input using Jev.
EnglishSource-linked curation
Ultra-fast model routing using Jev for agent-based systems.
JEVLAB ARTEnglishSource-linked curation
A GitHub project routing tasks by selecting model tier, tools, skill, and effort.
JEVLAB ARTEnglishSource-linked curation
OFFICIALTypeSafe AIJev demonstrates real-time decision-making in the game Doom, making moves up to ten times per second.
EnglishSource-linked curation
Uses Jev for real-time voice commands to control a browser, processing speech to actions in 300ms with low cost.
JEVLAB ARTEnglishSource-linked curation
A developer project where Jev assists in browsing by selecting actions, with an LLM planning and citing sources.
JEVLAB ARTEnglishSource-linked curation
Jev was integrated with Claude Code to address context compaction challenges in agent workflows, showing promising results.
JEVLAB ARTEnglishSource-linked curation
Jev reviews pull requests with 14 automated checks, detecting issues like hardcoded secrets and SQL patterns.
JEVLAB ARTEnglishSource-linked curation
A community post describing control of a simulated fly.
JEVLAB ARTEnglishSource-linked curation
savA community post suggests Jev accelerates computer use, claiming 100x faster processing than standard LLMs.
EnglishSource-linked curation
Nate HerkJev tags X posts in real time with labels like 'breaking,' 'golden nugget,' or 'slop'.
EnglishSource-linked curation
x.comJev offers versatile use cases, with a community post suggesting potential for rapid SaaS growth.
EnglishSource-linked curation
Open alternative to Jev: typed, calibrated decisions from any open-weights LLM in one forward pass (HF + vLLM), with benchmarks.
JEVLAB ARTEnglishSource-linked curation
A community post testing Jev's performance in a browser environment, noting limitations after five actions.
JEVLAB ARTEnglishSource-linked curation
Fast Rust CLI for TypeSafe Jev: typed decisions, offline linting before you pay.
JEVLAB ARTEnglishSource-linked curation
omar ✌️A system that quickly captures user interface flows on demand, enabled by Jev's fast processing capabilities.
EnglishSource-linked curation
A curated, source-backed list of projects built with Jev, TypeSafe AI's System One model for typed decisions.
JEVLAB ARTEnglishSource-linked curation
Scans a codebase for covert, deceptive, or data-stealing behavior with Jev, then reports suspicious files and line ranges before the user runs it.
JEVLAB ARTEnglishSource-linked curation
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4 HIGHLIGHTS
Tools & apps
Source-linked curation
Agents & browsers
Creative & growth
Decisions & routing
Markets & experiments
Devices & robotics
Research & data
Games & real time