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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.
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.
82 resources
AI-assisted summaries and translations. Check original sources for context and performance claims.
A social media feed optimized using user bookmarks and Jev's analysis.
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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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Andy GaoA project using Jev to enable fast voice-controlled interactions with a Mac computer.
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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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A massively parallel browser-based adversarial testing suite for evaluating releases, costing pennies.
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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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x.comA community post describes a plugin that manages agent context by analyzing and pruning unnecessary data, available in Spanish.
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savA community post suggests Jev accelerates computer use, claiming 100x faster processing than standard LLMs.
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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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NotteJev automates browser tasks by selecting actions from a dynamic action space.
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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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A community post testing Jev's performance in a browser environment, noting limitations after five actions.
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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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Uses Jev for real-time voice commands to control a browser, processing speech to actions in 300ms with low cost.
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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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tamaraEnables instant compaction by scoring and filtering tool calls efficiently.
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0xLogicrwThread cataloguing the first wave of Jev tools: MCP servers, routers, reviewers, and browser agents.
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AgentRun leverages Jev for creating self-sufficient agent workflows.
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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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x.comTesting Jev as a search reranker shows limited improvement over vector retrieval, with mixed results depending on evaluation methods.
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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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aresA claim about Jev's capability to process large volumes of ad data quickly, described as a market disruption.
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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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NickTest report using Jev to check each agent action first: most attacks caught, almost no false blocks.
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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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OskarFramework for running end-to-end tests with agents using Jev.
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RaZaanA Chrome extension enabling agents to browse and interact with websites, utilizing Jev for decision-making.
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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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A community project exploring Jev's potential to evaluate agent progress beyond basic trace data.
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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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PauliusA system enabling rapid agent deployment on digital canvases without relying on slow LLM processes.
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Matthew BermanA focus group experiment using Jev to make scroll or stop decisions on ads.
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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 describing 500 real-time agents operating in a 3D environment with notable performance metrics.
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A small agent using Jev compaction to manage searchable memory efficiently.
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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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Chandramouly KandacharJev controls both hands and fingers to play piano in real-time based on visual input.
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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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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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A community post describing an offline decision system using Jev to evaluate research branches efficiently.
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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.
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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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Agentcard integrates Jev and Kernel to enable secure and efficient online shopping by agents, avoiding token costs and safety issues.
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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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x.comA community post explaining Jev's role in improving agent efficiency and cost-effectiveness.
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x.comJev functions as an AI-native decision-making system, defining possible outcomes and selecting from them.
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Preview of fast browser use with Jev and OpenCode's browser CLI.
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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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Ultra-fast model routing using Jev for agent-based systems.
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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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x.comA plugin using Jev's scoring capability to remove unnecessary terminal garbage and redundant logs, improving agent performance.
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x.comProposal for custom Jev-style models to optimize agent workflows. Could reduce computational costs in decision-making processes.
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MCP skill router where Jev picks the relevant skills instead of a long agent search.
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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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x.comA community post suggesting Jev could serve as a fast, low-cost control layer for AI agents.
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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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CuaAn open-source model for form-filling tasks with low latency.
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A community post discussing Jev's use in enforcing coding rules that linters cannot handle.
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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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Alan DaitchAgent automates second-hand product search and decision-making. Processes 26 listings per minute with fast evaluation times.
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Detects low-quality content in real-time as users scroll.
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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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Marcel PociotMarcel Pociot's browser extension that collapses posts based on a Jev judgment.
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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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x.comA community post providing a tutorial on Jev, including demos for browser control and AI memory.
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Reduces context usage by 30-55% through Jev-based compaction for OMP agents.
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Browser extension that classifies an article's framing, type, topic, and loaded language with Jev.
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A community post about humor management on a social platform.
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Niaz MorshedAn experimental local-first plugin for coding agents that uses Jev to provide quality feedback during development.
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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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x.comA community post outlines a guide for constructing a high-speed agent brain using Jev.
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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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4 HIGHLIGHTS
Agents & browsers
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