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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.
Jev tests shooting skills in the arcade game Time Crisis, with a harness to assist performance.
EnglishSource-linked curation
NotteJev automates browser tasks by selecting actions from a dynamic action space.
EnglishSource-linked curation
Ira BodnarJev handles seven SEO and GEO workflows, including competitor page analysis, citation likelihood, and content optimization.
EnglishSource-linked curation
Tony DinhA Chrome extension using Jev to detect and skip YouTube sponsor segments in real-time.
EnglishSource-linked curation
Jev is used to predict human moves in a rock-paper-scissors game.
EnglishSource-linked curation
Joao BortottiJev controls live 3D character expressions with real-time decision-making.
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.
EnglishSource-linked curation
ClineA plugin integrates Jev with a browser in Cline, enabling it to perform web-based tasks through a desktop application.
EnglishSource-linked curation
A tool for instant field mapping between templates and data sources, simplifying data alignment with one-click functionality.
EnglishSource-linked curation
0xCodilaA setup using Jev and GrokBot to route AI agent tasks efficiently, reducing costs and execution time with a seven-step configuration process.
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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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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.
EnglishSource-linked curation
aresA claim about Jev's capability to process large volumes of ad data quickly, described as a market disruption.
EspañolSource-linked curation
A project where Jev attempts to defeat the Pokémon League in Pokémon Gold, using basic controls to navigate and win.
EnglishSource-linked curation
Jev rapidly analyzes competitor ads with detailed classification and cost efficiency.
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Milind SUtilizes Jev as a decision engine to manage and coordinate multiple bot agents for complex tasks.
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Rob HallamJev filters social media posts to reduce negative content exposure by categorizing them.
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kitze 🛠️ tinkerer.clubA smart calculator notebook capable of performing various calculations using Jev's processing power.
EnglishSource-linked curation
OFFICIALTypeSafe AITypeSafe 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 ↗EnglishJev PASSFIT 79%CAT 72%
An AI-driven hedge fund utilizing Jev for fast and cost-effective trading decisions.
EnglishSource-linked curation
A game integrating Jev to display real-time decision probabilities during gameplay.
EnglishSource-linked curation
生ビールA local Jev model for processing tasks with potential for improved speed.
日本語Source-linked curation
gokaygokayA game where Jev makes decisions to keep a city on a whale alive, integrated with GPT-6 Astra and H3 Max.
EnglishSource-linked curation
x.comA community guide outlining 10 steps to implement Jev for faster decision-making in AI agent systems.
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A Jev-powered system that analyzes PDFs page by page to determine which require OCR processing.
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Hugo MontenegroIntegration of Jev into a game for fast and cost-effective performance.
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Agent makes rapid shopping decisions using Ego Lite and Jev. Completes 20 product evaluations in under 4 seconds.
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A tool developed using Jev to create a voice builder for Youform, noted for its speed.
EnglishSource-linked curation
A community post describing an SEO audit using Jev to analyze website internal links in 45 seconds.
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Peter WangX timeline labeler. A community post describing a Chrome extension that categorizes X posts into types like engagement bait or promo.
EnglishSource-linked curation
x.comJev offers structured decision-making for security workflows with high speed.
x.comJev for security engineeringExplore this project ↗EnglishSource-linked curation
Nate HerkJev tags X posts in real time with labels like 'breaking,' 'golden nugget,' or 'slop'.
EnglishSource-linked curation
fatwang2A free open-source search tool powered by Jev and a search API for plain language queries.
x.comJev SearchExplore this project ↗EnglishSource-linked curation
Voice-dialog turn-end detection using Jev scores after speech.
x.comAIAvatarKit turn-end gateExplore this project ↗EnglishSource-linked curation
Preview of fast browser use with Jev and OpenCode's browser CLI.
x.comOpenCode browser use powered by JevExplore this project ↗EnglishSource-linked curation
Local tactics shrink 225 moves to about 40 candidates, then Jev picks among tiered options.
x.comJev gomoku harnessExplore this project ↗EnglishSource-linked curation
Two decision channels on ViZDoom, navigation at 5 Hz and combat at 12 Hz, with an 18-kill test run.
x.comViZDoom Jev agentExplore this project ↗EnglishSource-linked curation
Task plus subscription list in, Jev picks which model or agent should handle it.
x.comModel router CLIExplore this project ↗EnglishSource-linked curation
Near-real-time scoring of TikTok and Instagram hooks against about 100 personas.
x.comHook panel A/B testerExplore this project ↗EnglishSource-linked curation
x.comLists six specific tasks where Jev is used for fact-checking, ranking, text finding, citation checking, note grouping, and agent failure analysis.
x.comSix things I will still use Jev forExplore this project ↗EnglishSource-linked curation
Short video explainer of how Jev's typed-decision loop works.
x.comJev in 34 secondsExplore this project ↗EnglishSource-linked curation
x.comA community post explaining Jev's role in improving agent efficiency and cost-effectiveness.
x.comHow Jev makes agents faster and cheaperExplore this project ↗EnglishSource-linked curation
x.comA community post discusses Jev as a faster general classifier/decision-maker, questioning its accuracy in complex scenarios and noting potential benefits in limited solution spaces with low latency requirements.
x.comDay-one notes from a skeptic, in ChineseExplore this project ↗
简体中文Source-linked curation
x.comA community post describing Jev as a decision-making tool with specific limitations and use cases.
x.comA hype-free explanation of JevExplore this project ↗EnglishSource-linked curation
Browser extension that classifies an article's framing, type, topic, and loaded language with Jev.
x.comGround Truth news-framing extensionExplore this project ↗EnglishSource-linked curation
x.com10-step guide to implementing Jev for AI agent development and cost efficiency.
x.comJev Engineering: a 10-step roadmapExplore this project ↗EnglishSource-linked curation
x.comTechnical notes on Jev's architecture, including parallel processing and probability output without text generation.
x.comJev’s architecture, notes in JapaneseExplore this project ↗日本語Source-linked curation
Jev versus a hand-built regex on 544 public data-protection resolutions: 98.2% agreement for about five cents.
x.comSpanish AEPD corpus testExplore this project ↗EnglishSource-linked curation
x.comProposal for custom Jev-style models to optimize agent workflows. Could reduce computational costs in decision-making processes.
x.comCustom Jev-style models for agent workflowsExplore this project ↗EnglishSource-linked curation
x.comA critique of using Jev for context compaction, highlighting issues with its approach to managing AI agent history.
x.comThe case against Jev compactionExplore this project ↗EnglishSource-linked curation
x.comA guide for installing Jev skills, highlighting its potential to replace traditional LLM usage.
x.comGetting started: install the skillExplore this project ↗EnglishSource-linked curation
x.comAn article explains Jev's capabilities and highlights various projects built with it.
x.comWTF is Jev, and 9 things people are buildingExplore this project ↗EnglishSource-linked curation
x.comA collection of GitHub repositories highlighting practical and developmental Jev projects, including browser agents and trading bots.
x.comJev repositories worth a look, in JapaneseExplore this project ↗日本語Source-linked curation
Desktop writing app using Jev for fast structured writing judgments.
x.comJev in a Grammarly-style Mac appExplore this project ↗EnglishSource-linked curation
Guillermo Rauch: Jev reviews every fx command, faster and more accurate than a chat model.
x.comVercel fx: Jev as a command safety reviewerExplore this project ↗EnglishSource-linked curation
MCP skill router where Jev picks the relevant skills instead of a long agent search.
x.comskillbox + Jev skill routingExplore this project ↗EnglishSource-linked curation
Brood War in WASM exposed as an MCP server, with Jev playing and still losing to a Zerg rush.
x.comStarCraft Brood War WASM MCP demoExplore this project ↗EnglishSource-linked curation
Hemant Kumar on his 151M ModernBERT reproduction: 0.83% adaptive calibration error, 3.0% of predictions flip when the option list is reversed, 35.6ms on CPU, with the failed use cases reported alongside the wins.
x.comVerdict (Open-jev) launch threadExplore this project ↗EnglishSource-linked curation
Work-in-progress PR reviewer with plain-English Jev rules.
x.comjev-rabbit PR review botExplore this project ↗EnglishSource-linked curation
x.comA community post explaining Jev as an AI for decision-making, faster and cheaper than frontier LLMs.
x.comJev, explained like you’re fiveExplore this project ↗EnglishSource-linked curation
Jev trades 15-minute and 1-hour BTC, ETH, and SOL markets on Kalshi.
x.comKalshi prediction-market botExplore this project ↗EnglishSource-linked curation
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4 HIGHLIGHTS
Games & real time
Source-linked curation
Agents & browsers
Creative & growth
Tools & apps
Markets & experiments
Research & data
LAB PICK
Decisions & routing