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Recent activityA 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.
x.comJev opens to everyoneExplore this project ↗TypeSafe 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.
x.comAnswers your code can useExplore this project ↗Start with the Launch Post. Explore four official signals.
349 resources
AI-assisted summaries and translations. Check original sources for context and performance claims.
A user creates music by giving real-time voice commands to Jev.
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kitze 🛠️ tinkerer.clubA smart calculator notebook capable of performing various calculations using Jev's processing power.
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RomànA community post demonstrating Jev's ability to score 700 leads and predict outreach message performance in 40 seconds.
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A community post suggesting Jev can be hired as a QA tester through @typesafeai.
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A community experiment demonstrating Jev's interaction with a video game.
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Mormon NegroAn agent using headless Chromium to quickly navigate the web, demonstrated by browsing Wikipedia links efficiently.
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A community project embedding three Jev-powered bots into a first-person shooter game.
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A stock evaluation tool using Jev for fast market 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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TamirJevForm creates adaptive forms that change based on user input meaning rather than fixed if-then logic.
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Trinay HariA 26-sheet construction plan set was classified in 2.9 seconds using Jev with an LLM pipeline, costing $0.0052 and matching GPT-4.1 and GPT-6 Astra performance.
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A live Bluesky feed with real-time emotion detection and user avatar matching.
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gokaygokayA game where Jev makes decisions to keep a city on a whale alive, integrated with GPT-6 Astra and H3 Max.
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Utilizes Jev for quick coaching support and detecting and fixing slop during sessions.
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Jevals is a local testing environment for evaluating Jev requests and improving results through primitive operations.
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A developer created an instant calorie tracking app using Jev for quick responses.
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RanjanA community project enabling hands-free web navigation by having Jev handle browser actions while Claude manages conversation.
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Jev rapidly analyzed news articles to suggest relevant stories for brands at a low cost.
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Jev integrates with Cal.com to quickly find team scheduling overlaps.
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A tool that analyzes Tetris board positions and selects optimal placements in under half a second.
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Jev successfully played and won a match in the game Clash Royale.
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A tool for instant field mapping between templates and data sources, simplifying data alignment with one-click functionality.
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x.comJev is a System One model on OpenRouter that provides decisions with probabilities.
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Ilias IsmMoved hard-coded rules to Jev for faster AI processing and reduced costs in projects like aiseotracker and linkdr.
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A 2-minute song composed by Jev-thoven using first principles.
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Jev tests shooting skills in the arcade game Time Crisis, with a harness to assist performance.
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HassanA project classifying 1,018 AI research papers using Jev, achieving low cost and fast processing for organizing academic work.
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Jev predicts upcoming shell commands by analyzing historical command data.
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A Jev-powered system that analyzes PDFs page by page to determine which require OCR processing.
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Alex NikolicAn MLP trained on Qwen 4B that functions similarly to Jev, offering a typesafe alternative.
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Farouq AldoriA tool that automatically locates and retrieves invoices from any website using Jev's capabilities.
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Wayne Suttonaskjev.ai. A community post describing a platform where users can ask questions to Jev, which provides judgments rather than direct answers.
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AgentRun leverages Jev for creating self-sufficient agent workflows.
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Vishesh BaghelA community project using Jev to customize Hacker News content preferences.
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Aaron Levin: 155x cheaper than Opus 5, about 20x faster, and it generalizes across operating systems.
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A community post describes Jev attempting to play Resident Evil, testing its ability to handle 3D environments, objectives, and combat scenarios.
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A community post about a virtual town where Jev makes all decisions, managing 120 people and various local structures.
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A community experiment demonstrating Jev's capability to function as a computer by emulating a 6502 processor.
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Riley BrownA community project describes an agent system that uses Jev to route requests to appropriate models.
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A community post describing an autonomous driving system using Jev to process real-time environmental data.
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SachinA community post exploring Jev's behavior in a game of Catan, where multiple Jevs struggle with negotiation.
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NotteJev automates browser tasks by selecting actions from a dynamic action space.
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Jev processes game state data to make decisions and play Super Mario Bros. effectively.
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omar ✌️A system that quickly captures user interface flows on demand, enabled by Jev's fast processing capabilities.
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aresA claim about Jev's capability to process large volumes of ad data quickly, described as a market disruption.
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Jev analyzes session replays to identify issues and generate bug fix PRs at low cost.
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Rob HallamSuperX integrated with Jev enables rapid post scoring, analyzing 61 questions per post in under a second with high viral potential prediction accuracy.
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A project where Jev attempts to defeat the Pokémon League in Pokémon Gold, using basic controls to navigate and win.
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x.comA community post shares a tech talk by Jev's founder, highlighting its speed, cost-effectiveness, and lack of hallucination.
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A MakerMods robot arm is demonstrated within the MuJoCo simulation environment, showing interaction through JSON state inputs and action selections.
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Using Jev to create Clay workflows instantly, leveraging its capabilities for rapid development.
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kenoA community post describing Jev's use for analyzing competitors' ads and generating creative shortlists.
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CJ (Coding Garden)A chat bot using Jev without a large language model, providing instant responses by integrating web search, Wikipedia, weather, and other tools.
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Jarrod WattsA trading bot using Jev to decide buy/sell actions based on asset price feeds and executing real trades.
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A Brave extension that scores posts for logical fallacies in real time, highlighting well-reasoned content with a green flag.
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x.comA community experiment using Jev as a plugin in Claude to reduce unnecessary tool calls, cutting token count from 1M to 86K.
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Hamilton UlmerDuckDB extension that classifies rows in CSV, Parquet, or DuckDB tables with Jev, about 10 seconds per 1,000 rows.
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An AI-driven hedge fund utilizing Jev for fast and cost-effective trading decisions.
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A social media feed optimized using user bookmarks and Jev's analysis.
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ZachiAn ad blocker extension using AI for real-time classification and removal of ads.
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Jon KraayenbrinkA tool that uses Jev to detect AI-generated content on websites by analyzing specific indicators.
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A chess experiment where Jev V13 makes decisions against advanced language models.
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Matthew BermanA focus group experiment using Jev to make scroll or stop decisions on ads.
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Vincent Wang-MaścianicaA community project for training a Jev-like architecture using a reverse-engineered model.
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Sarvagya KulshreshthaA community post describing a system that matches one candidate to 400 companies with a confidence score in 12 seconds.
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Jev improves security pipeline efficiency, offering 5x cost reduction and faster processing while maintaining higher accuracy than smaller models.
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Detects low-quality content in real-time as users scroll.
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An experiment using Jev for real-time model selection in AI agents, collected for the agents shelf.
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Screens 360 resumes in 24.2 seconds with low cost and automated scoring.
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NickTest report using Jev to check each agent action first: most attacks caught, almost no false blocks.
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x.comA community guide outlining 10 steps to implement Jev for faster decision-making in AI agent systems.
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生ビールA local Jev model for processing tasks with potential for improved speed.
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4 HIGHLIGHTS
Creative & growth
Source-linked curation
Tools & apps
Agents & browsers
Games & real time
Markets & experiments
Decisions & routing
Research & data
Devices & robotics