Jev 런치 포스트
Diogo Almeida가 TypeSafe의 구조화된 판단 모델 Jev를 소개합니다. 런치 영상과 원문 스레드에서 접근 방식, 활용 사례, 제작자가 발표한 성능을 확인하세요.
A FIELD GUIDE TO JEV / VOL. 01
인터넷 곳곳의 Jev 프로젝트, 실용적인 가이드와 놀라운 아이디어를 한곳에서.
Diogo Almeida가 TypeSafe의 구조화된 판단 모델 Jev를 소개합니다. 런치 영상과 원문 스레드에서 접근 방식, 활용 사례, 제작자가 발표한 성능을 확인하세요.
TypeSafe가 스텔스 모드를 마치고 Jev를 공개했습니다. Diogo Almeida의 런치 영상과 소개 스레드로 이어지는 공식 발표입니다.
TypeSafe가 대기 목록 없는 Jev 공개 접근을 발표했습니다. 공식 콘솔에서 앱에 사용할 구조화된 판단을 시작할 수 있습니다.
TypeSafe가 Jev의 구조화된 출력을 소개합니다. 앱의 상태와 질문을 전달하면 확률·선택지·점수로 응답하며, 연결된 발표에서 Venice API 통합도 확인할 수 있습니다.
Launch Post부터 시작하세요. 공식 원문 4편을 살펴볼 수 있어요.
1,198 개 자료
요약·번역에 AI를 활용합니다. 원문과 성능 주장은 출처에서 확인하세요.
Agent tool/MCP call gate — allow / ask_human / deny via TypeSafe Jev.
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Uses Jev to conduct a musical orchestra in real time through a demonstration project.
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DGUI-HyperMem (DeckerGUI HyperMemory) - self-hosted hybrid memory MCP server on Cloudflare Workers with a JEV (Choice/Noul/Score) reasoning layer and a HuggingFace training-brain flywheel.
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Desktop GUI for agentic coding that routes tasks across local agents and accounts, with Jev picking the best agent per task, running basic code-review checks, and supplying context.
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Type-safe model router. Jev (System One) banks each request to a typed catalog route.
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Reproducible early-access evaluation of Jev on Korean understanding and medical text, with runtime and cost evidence.
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NPCs of River Oaks Houston, Texas using Jev to power NPCs.
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A spatial reference explorer for creators. Local Jev query choices, metadata highlights and source-linked collections.
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MCP server for TypeSafe Jev: typed classify, score, check, match and screen for any agent, with confidence on every answer.
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Jev integrates with Netlify's AI Gateway for zero-configuration use.
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Guardrails for Pi built on pi-typesafe that steer the agent instead of interrupting you: Jev judges irreversible and off-task tool calls, detects stuck loops, checks unverified done claims, flags slop.
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Bounded exploratory browser testing with Jev, deterministic assertions, and replayable evidence.
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Idiomatic Java SDK for TypeSafe AI Jev System One decision engine.
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Local tactics shrink 225 moves to about 40 candidates, then Jev picks among tiered options.
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Jev (TypeSafe System One) × ASReview SYNERGY abstract screening demo — Choice/Noul vs gold labels.
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A community tool allowing Jev to make decisions through command-line interactions for agent systems.
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Jev / TypeSafe System One 中文精选列表:官方资料、SDK、爆款应用、Agent 工具、开源复现与独立评测,附中文上手指南,每日自动收录 GitHub 热门项目。
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Input moderation for Mastra agents on TypeSafe Jev — one file.
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A user tested the new Jev model and shared insights about its significance for System One models.

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Typed JSON inference with DiffusionGemma, with Every and Jev benchmark results.
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A research project evaluating the practical value of Jev's confidence scores for task execution.
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TypeSafe's Jev plays Atari Pong. One typed Choice question per frame, no coordinates sent to the model.
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Jev evaluates the pacing of a frontier-AI essay written by @DarioAmodei.
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Open, Jev-compatible System One decision server on DiffusionGemma.
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Jev automates browser tasks by selecting actions from a dynamic action space.
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A project using Jev for skill routing in an agent system, based on community development.
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Unofficial typed async Rust client for the TypeSafe System One API.
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Local Telegram channel JSON analyzer for intent, quality, sentiment, and speaker tone.
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Minimal grammY Telegram anti-spam bot powered by TypeSafe Jev.
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A decision cache for TypeSafe Jev-class models — memoize decisions so repeats are free, deterministic, and shareable. One 2 MB binary.
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Official TypeSafe reference: Demos.
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Feedback on your paper in seconds.
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Claude Code plugin that scores how well you prompt a coding agent, and shows whether your habits are improving. Runs on TypeSafe's Jev model. Zero added latency.
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Code quality and test coverage for coding agents: Jev scores each source file so the agent knows what to fix first.
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Route to the cheapest model in claude code for your task using jev-router.
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A community post about rebuilding the X algorithm with Jev to simulate post virality and global feed.
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A resource explaining Jev Engineering methodology for AI agent development.
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Testing Jev as a search reranker shows limited improvement over vector retrieval, with mixed results depending on evaluation methods.
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Job Risk Analyzer: CLI and REST API that uses Jev to score an occupation's exposure to AI-driven layoffs and its resilience.
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A research project on GitHub conducting nine experiments and 28 predictions with fixed parameters, focusing on Jev's performance metrics.
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System-architecture skill for TypeSafe AI Jev/System One — find fuzzy semantic judgment and turn it into small Choice/Score/Noul primitives.
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A stock evaluation tool using Jev for fast market analysis.
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Official TypeSafe reference: Classifying RAG passages.
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Two decision channels on ViZDoom, navigation at 5 Hz and combat at 12 Hz, with an 18-kill test run.
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A logic interpreter uses plain English to enable Jev to perform reasoning tasks it cannot handle alone.
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SIEGE: 200 people vs one agent. A typed action gate (TypeSafe System One) that learns from every breach, evaluated by W&B Weave, hardened by a defender loop. Built at CoreWeave Hacks: Agent Loops 2026.
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Community TypeSafe AI playground: 110 use cases, games, dilemmas and model challenges, with editable prompts, A/B comparisons and a mobile-friendly UI.
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Decision harness for TypeSafe Jev — confidence gates, shadow mode, recipes, and evals. Claude CLI 48.9s → Jev 1.3s on the same row-filter job.
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JEV picks which stream idea becomes the live MVP. TypeSafe System One decision board.
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Neovim popup for jev-lens verdicts: do I need to look, which files, and strip the debris.
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Community Go SDK for TypeSafe AI Jev / System One.
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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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Minimal agent loop where Jev directs control flow and a LangChain chat model writes argument values and the final response.
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Screen a folder of CVs with the TypeSafe Jev decision model: typed judgments, an editable policy, free re-scoring.
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An evaluation of typesafe AI chess. As it turns out, the AI isn't doing really well even though chess is not a particularly open-ended game. Still, it's only a prototype and this probably wasn't optimzied for games.
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A community project enabling hands-free web navigation by having Jev handle browser actions while Claude manages conversation.
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Play ten browser games from the screen with a 0.8B open model that returns a probability over the game's legal moves in one forward pass, no text generated.
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MCP skill router where Jev picks the relevant skills instead of a long agent search.
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Orus uses Jev to review and approve trade strategies before execution, enhancing decision-making with structured answers.
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Using Jev to create Clay workflows instantly, leveraging its capabilities for rapid development.
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A resource detailing a test of Jev on 12 real-world scenarios, including speed, cost, and practical applications.

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A community test comparing Jev's performance against GLM 5.3 in a chess game, highlighting speed and cost efficiency.
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Third-party write-up of the System One primitives, pricing, and vendor workflow evals.
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Jev AI performs quality checks on action labels for physical AI training data at high speed.
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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.
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Judge agent steps — ok / retry / escalate / stop via TypeSafe Jev.
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Voice-dialog turn-end detection using Jev scores after speech.
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Typesafe/Jev public X demo.
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Describe your startup idea. Jev decides: kill it, fix it or ship it.
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A collection of GitHub repositories highlighting practical and developmental Jev projects, including browser agents and trading bots.
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Prompt-injection and dangerous-action guard for coding agents (Claude Code, Codex, pi, ACP), powered by Jev.
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Eight minimal working examples of TypeSafe's Jev (a System One model) applied to mechanical and electrical engineering: CAD/CAE/CAM routing, FEM result triage, DFM screening, BOM alignment, hallucination-proof extraction. Zero dependencies.
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