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Recent activityA 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.
378 ressources
AI-assisted summaries and translations. Check original sources for context and performance claims.
Plugin Claude Code qui remplace le résumé de compaction par des décisions Jev : chaque appel d'outil et résultat est noté en une seule requête rapide, les anciens sont supprimés ou tronqués, tout ce qui est conservé reste tel quel.
JEVLAB ART
EnglishSource-linked curation
Agent ultra-rapide pour navigateur : Jev sélectionne l'opération et l'élément DOM en une seule demande ; un petit modèle de langage n'écrit du texte que lorsqu'il est nécessaire.
JEVLAB ARTEnglishSource-linked curation
savA community post suggests Jev accelerates computer use, claiming 100x faster processing than standard LLMs.
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Jev-assisted file retrieval and request caching for faster Pi workflows.
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
A deterministic model routing system for coding agents with a skill for Codex.
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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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Runtime constraints for the pi coding agent: checks every side-effecting tool call against what you said, before it runs. Powered by TypeSafe Jev.
JEVLAB ARTEnglishSource-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 community post testing Jev's performance in a browser environment, noting limitations after five actions.
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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
NotteJev automates browser tasks by selecting actions from a dynamic action space.
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A developer project offering semantic code search for coding agents, benchmarked on SWE-bench Lite.
JEVLAB ARTEnglishSource-linked curation
Browser automation where an LLM plans and Jev (Typesafe System One) decides. Library, CLI and MCP server.
JEVLAB ARTEnglishSource-linked curation
Retriever AI evaluates Jev's performance on real browser tasks, identifying strengths and areas for improvement in integration with larger models.
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Mormon NegroAn agent using headless Chromium to quickly navigate the web, demonstrated by browsing Wikipedia links efficiently.
EspañolSource-linked curation
Utilisation de l'ordinateur à environ 0,0002 dollar par étape : numérisez l'écran, classez l'action suivante avec TypeSafe, cliquez. macOS.
JEVLAB ARTEnglishSource-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
Data extraction for systematic reviews, quoted from the papers. Ask a trial report and its supplements your extraction form or a RoB 2, ROBINS-I, QUADAS-2 or TIDieR template; Jev points at the lines, every answer is a verbatim quote with its page, you check it and export the table. Files stay in your browser.
JEVLAB ARTEnglishSource-linked curation
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
Typesafe's jev as a "fuzzy linter". give your code an ocular patdown.
JEVLAB ARTEnglishSource-linked curation
Agent-ergonomic CLI for TypeSafe's Jev: fast calibrated judgments (pick, rate, check, rank, triage, guard) from the shell.
JEVLAB ARTEnglishSource-linked curation
Starchild uses Jev for real-time prompt classification, reducing costs by 20x and increasing speed by 6x with average processing time of 140ms.
JEVLAB ARTEnglishSource-linked curation
Alan DaitchAgent automates second-hand product search and decision-making. Processes 26 listings per minute with fast evaluation times.
EspañolSource-linked curation
WXT browser extension: Jev-powered page clutter removal with reusable template rules.
JEVLAB ARTEnglishSource-linked curation
Ira BodnarReduces SEO and GEO fix costs by 90% through faster data analysis and automation.
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Rust CLI powered by Jev from TypeSafe.ai that ranks agent skills for the next step using live session context. Includes Claude Code hooks, structured JSON, abstention, and local feedback. Requires a TypeSafe API key.
JEVLAB ARTEnglishSource-linked curation
Chandramouly KandacharJev controls both hands and fingers to play piano in real-time based on visual input.
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A moderation system for Mastra agents that processes inputs in a single file.
JEVLAB ARTEnglishSource-linked curation
Typed, confidence-aware agent skill routing with TypeSafe Jev.
JEVLAB ARTEnglishSource-linked curation
0xLogicrwThread cataloguing the first wave of Jev tools: MCP servers, routers, reviewers, and browser agents.
JEVLAB ART简体中文Source-linked curation
Milind SA system using Jev to interact with computer interfaces without screenshots, relying on local CoreML models and OCR.
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Context curator for Pi agent using Jev technology.
JEVLAB ARTEnglishSource-linked curation
x.comA community post describes a plugin that manages agent context by analyzing and pruning unnecessary data, available in Spanish.
JEVLAB ARTEspañolSource-linked curation
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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Non-autoregressive decision engine on ModernBERT (151M) with calibrated uncertainty (RLCD), TypeSafe AI Jev benchmark audit, and in-browser WebGPU playground.
JEVLAB ARTEnglishSource-linked curation
An agent system that makes one Jev decision per computational step.
JEVLAB ARTEnglishSource-linked curation
Riley BrownA community project describes an agent system that uses Jev to route requests to appropriate models.
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Agent makes rapid shopping decisions using Ego Lite and Jev. Completes 20 product evaluations in under 4 seconds.
JEVLAB ARTEnglishSource-linked curation
A developer project providing a local MCP server for running pre-made Jev question packs.
JEVLAB ARTEnglishSource-linked curation
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
Jido agents use Jev to make moves in Tic Tac Toe, demonstrating Jev's application in game-playing agents.
JEVLAB ARTEnglishSource-linked curation
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 post describing an offline decision system using Jev to evaluate research branches efficiently.
JEVLAB ARTEnglishSource-linked curation
RanjanA community project enabling hands-free web navigation by having Jev handle browser actions while Claude manages conversation.
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Kun ChenAn agent plugin using Jev to determine optimal points for session compaction, improving efficiency in context management.
JEVLAB ARTEnglishSource-linked curation
Matthew BermanJev analyzes 724 live ads from 37 brands in 40 seconds, breaking down their elements and formats.
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Vercel's open agent framework, which ships Jev as the default evaluation model in its experimental evaluate path.
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
An experiment using Jev to interpret voice commands and trigger tool actions before the user finishes speaking.
JEVLAB ARTEnglishSource-linked curation
Marcel PociotMarcel Pociot's browser extension that collapses posts based on a Jev judgment.
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MCP server that puts TypeSafe Jev on the coding loop in Cursor, Codex, and any MCP client.
JEVLAB ARTEnglishSource-linked curation
An experiment using Jev for real-time model selection in AI agents, collected for the agents shelf.
JEVLAB ARTEnglishSource-linked curation
Agent Skill: send closed coding-agent judgments to TypeSafe Jev.
JEVLAB ARTEnglishSource-linked curation
PauliusA system enabling rapid agent deployment on digital canvases without relying on slow LLM processes.
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A resource explaining Jev Engineering methodology for AI agent development.
JEVLAB ARTEnglishSource-linked curation
Jev-Tool-Runner is a GitHub project where Jev selects developer tools and Codex generates code based on those selections.
JEVLAB ARTEnglishSource-linked curation
An agent project aimed at reducing token usage for coding agents via an MCP server.
JEVLAB ARTEnglishSource-linked curation
A developer project for agent classification and selective reading using an agent plugin and MCP tool.
JEVLAB ARTEnglishSource-linked curation
OFFICIELTypeSafe AIOfficial TypeSafe reference: Skill suggestion.
JEVLAB ARTEnglishSource-linked curation
A Magic 8 Ball for pull requests: click the ball and it answers "should I approve this?" with one of the 20 classic phrases, chosen by Jev from the PR's real signals in about 200 ms.
JEVLAB ARTEnglishSource-linked curation
Browser game: try to beat Jev at spotting a spam message.
JEVLAB ARTEnglishSource-linked curation
Claude Code / Codex / pi plugin that hands agent steps needing no text output to Jev (TypeSafe's judgment model) — measured p50 ~230 ms and ~$0.02 per 1,000 judgments, with typed escalation back to the LLM.
JEVLAB ARTEnglishSource-linked curation
A Jev powered LinkedIn recruiting agent. Watch it browse relevant profiles, save links, and review evidence against your hiring brief.
JEVLAB ARTEnglishSource-linked curation
x.comA collection of 19 open-source projects using Jev technology for various applications including AI agents and game interactions.
简体中文Source-linked curation
Throw in a pile of company files and get them classified and organized by department, type, sensitivity, date, counterparty and PII, with an index for AI agents. Powered by TypeSafe's Jev on OpenRouter (17¢ per 1,000 files). Zero-dependency Node CLI + Claude skill + Codex agent.
JEVLAB ARTEnglishSource-linked curation
A developer project demonstrates Jev's rapid response to browser tasks, with decisions made in approximately 100 milliseconds.
JEVLAB ARTEnglishSource-linked curation
A developer project focused on agent memory, where Jev determines what information is relevant to recall.
JEVLAB ARTEnglishSource-linked curation
PoC: TypeSafe Jev as the reviewer for Hermes Agent smart command approvals. 8.7x faster, 4.4x fewer prompts, measured on 153 real commands. Approvals only.
JEVLAB ARTEnglishSource-linked curation
Jev is integrated into tools like Noul and Score for MCP applications.
JEVLAB ARTEnglishSource-linked curation
Self-improving agent harness with an optional TypeSafe Jev companion for typed Choice, Score, and Noul judgments.
JEVLAB ARTEnglishSource-linked curation
x.comA collection of GitHub repositories highlighting practical and developmental Jev projects, including browser agents and trading bots.
JEVLAB ART
日本語Source-linked curation
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4 HIGHLIGHTS
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Agents & browsers
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