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Recent activityA FIELD GUIDE TO JEV / VOL. 01
Das Beste von Jev: echte Projekte, praktische Anleitungen und Ideen aus dem Netz.
THE OFFICIAL SIGNAL 4 HIGHLIGHTS
Diogo Almeida@CompleteSkepticLAUNCH POSTDiogo Almeida stellt Jev vor, das strukturierte Entscheidungsmodell von TypeSafe. Schauen Sie sich den Launch-Film an und erkunden Sie den ursprünglichen Thread für den Ansatz des Modells, Beispiele und die vom Autor gemeldeten Leistungen.
TypeSafe AI@typesafeaiOFFICIALDie offizielle Launch-Ankündigung von TypeSafe stellt das Labor vor und verweist Entwickler auf Jev. Sie enthält Diogos Almeidas Launch-Film und die ursprüngliche Einführung.
TypeSafe AI@typesafeaiOFFICIALTypeSafe kündigt die öffentliche Zugänglichkeit von Jev ohne Warteliste an. Die offizielle Konsole ist der Ausgangspunkt, um typisierte Entscheidungen in Ihrer eigenen Anwendung zu testen.
JEVLAB ARTTypeSafe AI@typesafeaiOFFICIALTypeSafe betont den typisierten Ausgabeansatz von Jev: Anwendungen geben Zustand und Fragen an, dann handeln sie auf Wahrscheinlichkeiten, Auswahl oder Bewertungen. Der verknüpfte Ankündigungstext behandelt auch die Venice API-Integration.
JEVLAB ARTStart with the Launch Post. Explore four official signals.
378 Ressourcen
AI-assisted summaries and translations. Check original sources for context and performance claims.
Ultra-schneller Browser-Agent: Jev wählt in einer Anfrage die Operation und das DOM-Element aus; ein kleines LLM schreibt nur Text, wenn das Tippen erforderlich ist.
JEVLAB ART
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Plugin für Claude Code, der Zusammenfassungen durch Jev-Entscheidungen ersetzt. Jeder Werkzeugaufruf und das Ergebnis werden in einem schnellen Antrag bewertet, veraltete werden gelöscht oder abgeschnitten, alles andere bleibt unverändert.
JEVLAB ARTEnglishSource-linked curation
A moderation system for Mastra agents that processes inputs in a single file.
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Reduces context usage by 30-55% through Jev-based compaction for OMP agents.
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Jev-assisted file retrieval and request caching for faster Pi workflows.
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Context-pruning proxy for Claude Code and Codex: Jev judges which history is still needed, measured not claimed. POC here now, heading soon into https://github.com/compozy/compozy.
JEVLAB ARTEnglishSource-linked curation
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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Typed, confidence-aware agent skill routing with TypeSafe Jev.
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A developer project providing a local MCP server for running pre-made Jev question packs.
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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.
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Standalone Android agent for Mobilerun where Jev makes every decision, with a live React studio and an Uber demo.
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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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An agent project aimed at reducing token usage for coding agents via an MCP server.
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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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Scans a codebase for covert, deceptive, or data-stealing behavior with Jev, then reports suspicious files and line ranges before the user runs it.
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Detects low-quality content in real-time as users scroll.
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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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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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An agent that plays Tetris with rapid decision-making capabilities. Shows potential for real-time game automation.
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Tutorial covers API setup and building prototypes with Jev and LLMs.
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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 massively parallel browser-based adversarial testing suite for evaluating releases, costing pennies.
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An agent project that enforces policies by judging Claude Code tool calls.
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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 deterministic model routing system for coding agents with a skill for Codex.
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Browser use for coding agents, 3-5x faster than browser-use. MCP server + CLI; TypeSafe Jev decides every step in ~300 ms.
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Write Cucumber tests with just the .feature file. No step definitions — Jev (TypeSafe AI) resolves each Gherkin step and Playwright runs it.
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100% free ₹0 agent-first SEO & GEO CLI suite and MCP server in Rust replacing Semrush and OpenSEO via DuckDuckGo and TypeSafe Jev System One.
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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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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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A tested resource evaluating Jev's capabilities in browser automation and support tasks.
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0xLogicrwThread cataloguing the first wave of Jev tools: MCP servers, routers, reviewers, and browser agents.
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简体中文Source-linked curation
Agent Skill: send closed coding-agent judgments to TypeSafe Jev.
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A developer project for the agents shelf featuring a local MCP gateway with Jev tool discovery and a dashboard.
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Marcel PociotMarcel Pociot's browser extension that collapses posts based on a Jev judgment.
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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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Agent skill: design judgment-assisted systems with TypeSafe Jev (System One). Maps Choice/Score/Noul onto decision theory, reranking, and routing. Composition algebra, question design, validation gates. MIT.
JEVLAB ARTEnglishSource-linked curation
Proof of concept MCP for Typesafe's new Jev AI model.
JEVLAB ARTEnglishSource-linked curation
A small agent using Jev compaction to manage searchable memory efficiently.
JEVLAB ARTEnglishSource-linked curation
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
A developer project where Jev assists in browsing by selecting actions, with an LLM planning and citing sources.
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MCP server that puts TypeSafe Jev on the coding loop in Cursor, Codex, and any MCP client.
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A staged code-review workflow and local dashboard built with TypeSafe Jev.
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MCP server and agent skill for the TypeSafe AI System One API (Jev): decompose a judgment into Choice / Score / Noul questions, lint them, measure on labelled data, and put calibrated thresholds in code.
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Context curator for Pi agent using Jev technology.
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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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AgentRun leverages Jev for creating self-sufficient agent workflows.
JEVLAB ARTEnglishSource-linked curation
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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A resource explaining Jev's functions, costs, and evaluation metrics as TypeSafe's System One model.
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A community post about humor management on a social platform.
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Safety checks for Hermes and other AI agents before they act, ask for approval, or verify a change.
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TypeSafe Jev plays original Civilization II in a browser, with live action probabilities. Experimental full-game harness.
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Almond-fastloop: Almond's browser computer-use rig (Chrome DevTools + TypeSafe Jev), and the Browser Use Olympics benchmark it is measured on.
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.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
Minimal agent loop where Jev directs control flow and a LangChain chat model writes argument values and the final response.
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
Schnelle semantische Code-Suche und Diff-Sicherheitsprüfer für AI-Coding-Helper (Antigravity, Cursor, Claude Code), betrieben von TypeSafe System One.
JEVLAB ARTEnglishSource-linked curation
RomànA community post demonstrating Jev's ability to score 700 leads and predict outreach message performance in 40 seconds.
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A prose linter that sniffs out AI writing tells. Zero dependencies, countable rules plus one judgment model.
JEVLAB ARTEnglishSource-linked curation
Per-turn model & reasoning routing for Codex, driven by Jev (TypeSafe System One): picks the model, thinking depth and speed mode for every turn.
JEVLAB ARTEnglishSource-linked curation
OFFIZIELLTypeSafe AIOfficial TypeSafe reference: Skill suggestion.
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Audit your git diff against YAML coding-standards packs using TypeSafe's Jev model, from a CLI or your AI agent's command/skill.
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Route tasks to research/code/browser/support/writer agents via TypeSafe Jev.
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TypeSafe Jev as the pi coding agent's quiet decision layer.
JEVLAB ARTEnglishSource-linked curation
A developer project using Jev for plain-language MCP tool calls without an LLM.
JEVLAB ARTEnglishSource-linked curation
A resource explaining Jev Engineering methodology for AI agent development.
JEVLAB ARTEnglishSource-linked curation
A developer project for agents and browsers, where Jev selects actions within Codex Computer Use.
JEVLAB ARTEnglishSource-linked curation
Local-first MCP plugin for continuous software-quality review by AI coding agents, powered by Jev.
JEVLAB ARTEnglishSource-linked curation
A flexible and configurable CLI model router using TypeSafe Jev.
JEVLAB ARTEnglishSource-linked curation
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4 HIGHLIGHTS
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Agents & browsers
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