A FIELD GUIDE TO JEV / VOL. 01
Le meilleur de Jev : projets concrets, guides pratiques et idées du web.
THE OFFICIAL SIGNAL 4 HIGHLIGHTS
Diogo Almeida@CompleteSkepticLAUNCH POSTDiogo Almeida présente Jev, le modèle de décision structuré de TypeSafe. Regardez le film de lancement et explorez le fil original pour découvrir l'approche du modèle, des exemples et les performances rapportées par l'auteur.
TypeSafe AI@typesafeaiOFFICIALL'annonce officielle du lancement de TypeSafe présente le laboratoire et oriente les développeurs vers Jev. Elle inclut le film de lancement de Diogo Almeida et son introduction originale.
TypeSafe AI@typesafeaiOFFICIALTypeSafe annonce l'accès public à Jev sans liste d'attente. La console officielle est le point de départ pour tester les décisions typées dans votre propre application.
JEVLAB ARTTypeSafe AI@typesafeaiOFFICIALTypeSafe met en avant l'approche de sortie typée de Jev : les applications fournissent l'état et les questions, puis agissent sur les probabilités, les choix ou les scores. L'annonce liée couvre également l'intégration de l'API Venice.
JEVLAB ARTStart with the Launch Post. Explore four official signals.
82 ressources
AI-assisted summaries and translations. Check original sources for context and performance claims.
A community post describing an offline decision system using Jev to evaluate research branches efficiently.
JEVLAB ART
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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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Detects low-quality content in real-time as users scroll.
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AI Builder ClubJev-browser enables agents to perform web tasks by automatically opening websites and making click decisions based on screen content.
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x.comA collection of 19 open-source projects using Jev technology for various applications including AI agents and game interactions.
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Ira BodnarReduces SEO and GEO fix costs by 90% through faster data analysis and automation.
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A community post testing Jev's performance in a browser environment, noting limitations after five actions.
JEVLAB ARTEnglishSource-linked curation
Niaz MorshedAn experimental local-first plugin for coding agents that uses Jev to provide quality feedback during development.
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Pierre-Eliott LallemantJev analyzes outreach messages to identify signals that lead to booked demos, improving campaign performance.
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RaZaanA Chrome extension enabling agents to browse and interact with websites, utilizing Jev for decision-making.
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Matthew BermanJev analyzes 724 live ads from 37 brands in 40 seconds, breaking down their elements and formats.
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John YeoA community post about improving a Slack agent's speed using Jev for faster skill and tool classification.
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0xLogicrwThread cataloguing the first wave of Jev tools: MCP servers, routers, reviewers, and browser agents.
JEVLAB ART简体中文Source-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.
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x.comA community post providing a tutorial on Jev, including demos for browser control and AI memory.
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Chandramouly KandacharJev controls both hands and fingers to play piano in real-time based on visual input.
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Ira BodnarJev handles seven SEO and GEO workflows, including competitor page analysis, citation likelihood, and content optimization.
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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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Agentcard integrates Jev and Kernel to enable secure and efficient online shopping by agents, avoiding token costs and safety issues.
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x.comA plugin using Jev's scoring capability to remove unnecessary terminal garbage and redundant logs, improving agent performance.
简体中文Source-linked curation
Reduces context usage by 30-55% through Jev-based compaction for OMP agents.
JEVLAB ARTEnglishSource-linked curation
aresA claim about Jev's capability to process large volumes of ad data quickly, described as a market disruption.
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tamaraEnables instant compaction by scoring and filtering tool calls efficiently.
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A social media feed optimized using user bookmarks and Jev's analysis.
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CuaAn open-source model for form-filling tasks with low latency.
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x.comExplains Jev's role in automating decision-making processes and enabling new business models through efficient task sorting and classification.
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Idan LevinJev achieved 100% task success on the WebMCP benchmark with significantly lower model costs compared to other systems, using a combination of tool selection and argument generation.
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Starchild uses Jev for real-time prompt classification, reducing costs by 20x and increasing speed by 6x with average processing time of 140ms.
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savA community post suggests Jev accelerates computer use, claiming 100x faster processing than standard LLMs.
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An experiment using Jev to interpret voice commands and trigger tool actions before the user finishes speaking.
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A community post discussing Jev's use in enforcing coding rules that linters cannot handle.
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x.comA community post describes a plugin that manages agent context by analyzing and pruning unnecessary data, available in Spanish.
JEVLAB ARTEspañolSource-linked curation
OskarFramework for running end-to-end tests with agents using Jev.
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jaffaA content marketing tool that analyzes 12.8M viral videos to generate data-backed social media scripts.
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A community post about humor management on a social platform.
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A community project exploring Jev's potential to evaluate agent progress beyond basic trace data.
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Milind SA system using Jev to interact with computer interfaces without screenshots, relying on local CoreML models and OCR.
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A small agent using Jev compaction to manage searchable memory efficiently.
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x.comA community post outlines a guide for constructing a high-speed agent brain using Jev.
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x.comAn article explains Jev's capabilities and highlights various projects built with it.
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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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Riley BrownA community project describes an agent system that uses Jev to route requests to appropriate models.
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Ultra-fast model routing using Jev for agent-based systems.
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A community post describing 500 real-time agents operating in a 3D environment with notable performance metrics.
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NotteJev automates browser tasks by selecting actions from a dynamic action space.
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Alan DaitchAgent automates second-hand product search and decision-making. Processes 26 listings per minute with fast evaluation times.
EspañolSource-linked curation
Andy GaoA project using Jev to enable fast voice-controlled interactions with a Mac computer.
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x.comLists six specific tasks where Jev is used for fact-checking, ranking, text finding, citation checking, note grouping, and agent failure analysis.
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Jev was integrated with Claude Code to address context compaction challenges in agent workflows, showing promising results.
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Matthew BermanA focus group experiment using Jev to make scroll or stop decisions on ads.
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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.
JEVLAB ART简体中文Source-linked curation
A massively parallel browser-based adversarial testing suite for evaluating releases, costing pennies.
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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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Mormon NegroAn agent using headless Chromium to quickly navigate the web, demonstrated by browsing Wikipedia links efficiently.
EspañolSource-linked curation
AgentRun leverages Jev for creating self-sufficient agent workflows.
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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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AteeqA log analysis tool that groups 22.8M lines into patterns and uses Jev to review key patterns.
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Sawyer HoodJev automates the filling of prompt boxes by selecting appropriate agents, models, or computers for specific tasks.
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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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ClineA plugin integrates Jev with a browser in Cline, enabling it to perform web-based tasks through a desktop application.
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x.comTesting Jev as a search reranker shows limited improvement over vector retrieval, with mixed results depending on evaluation methods.
简体中文Source-linked curation
x.comA critique of using Jev for context compaction, highlighting issues with its approach to managing AI agent history.
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An agent that plays Tetris with rapid decision-making capabilities. Shows potential for real-time game automation.
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Jido agents use Jev to make moves in Tic Tac Toe, demonstrating Jev's application in game-playing agents.
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A Chrome extension using Jev to filter out AI-generated content from YouTube, caching results for efficiency.
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Task plus subscription list in, Jev picks which model or agent should handle it.
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x.com10-step guide to implementing Jev for AI agent development and cost efficiency.
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Kun ChenAn agent plugin using Jev to determine optimal points for session compaction, improving efficiency in context management.
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Preview of fast browser use with Jev and OpenCode's browser CLI.
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PauliusA system enabling rapid agent deployment on digital canvases without relying on slow LLM processes.
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Uses Jev for real-time voice commands to control a browser, processing speech to actions in 300ms with low cost.
JEVLAB ARTEnglishSource-linked curation
Marcel PociotMarcel Pociot's browser extension that collapses posts based on a Jev judgment.
EnglishSource-linked curation
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4 HIGHLIGHTS
Agents & browsers
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