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Recent activityA FIELD GUIDE TO JEV / VOL. 01
รวมโปรเจกต์จริง คู่มือใช้งาน และไอเดีย Jev จากทั่วอินเทอร์เน็ต
THE OFFICIAL SIGNAL 4 HIGHLIGHTS
Diogo Almeida@CompleteSkepticLAUNCH POSTDiogo Almeida แนะนำ Jev โมเดลการตัดสินใจที่มีโครงสร้างของ TypeSafe ดูภาพยนตร์เปิดตัวและสำรวจสายการสนทนาต้นฉบับเพื่อดูแนวทาง ตัวอย่าง และประสิทธิภาพที่ผู้เขียนรายงาน
TypeSafe AI@typesafeaiOFFICIALประกาศเปิดตัวอย่างเป็นทางการของ TypeSafe แนะนำห้องทดลองและชี้ให้ผู้สร้างไปยัง Jev มีภาพยนตร์เปิดตัวของ Diogo Almeida และการแนะนำตัวอย่างแรก
TypeSafe AI@typesafeaiOFFICIALTypeSafe ประกาศการเข้าถึงสาธารณะของ Jev โดยไม่มีรายชื่อรอ คอนโซลทางการคือจุดเริ่มต้นในการลองใช้การตัดสินใจแบบมีประเภทในแอปพลิเคชันของคุณเอง
JEVLAB ARTTypeSafe AI@typesafeaiOFFICIALTypeSafe ชี้ให้เห็นถึงแนวทางการออกผลแบบมีประเภทของ Jev: แอปพลิเคชันให้สถานะและคำถาม แล้วดำเนินการตามความน่าจะเป็น ตัวเลือก หรือคะแนน ประกาศที่เชื่อมโยงยังครอบคลุมการผสานรวม API Venice
JEVLAB ARTStart with the Launch Post. Explore four official signals.
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AI-assisted summaries and translations. Check original sources for context and performance claims.
ปลั๊กอิน Claude ที่แทนการสรุปการบีบอัดด้วยการตัดสินใจของ Jev: ทุกการเรียกใช้เครื่องมือและผลลัพธ์จะถูกประเมินในหนึ่งการร้องขอที่รวดเร็ว ข้อมูลเก่าจะถูกลบหรือตัดทอน ทุกอย่างที่เก็บไว้จะคงรูปแบบเดิม
JEVLAB ART
EnglishSource-linked curation
ไคลเอนต์ Python อย่างเป็นทางการแบบซิงค์และแอสซิงค์ ติดตั้งด้วย pip install typesafe-sdk
JEVLAB ARTEnglishSource-linked curation
เอเจนต์ที่เร็วมากสำหรับการใช้งานเบราว์เซอร์: Jev เลือกการดำเนินการและองค์ประกอบ DOM ในหนึ่งการร้องขอ; โมเดลขนาดเล็กเขียนข้อความเฉพาะเมื่อจำเป็นต้องพิมพ์
JEVLAB ARTEnglishSource-linked curation
ตัวแทน TypeSafeClient ที่ใช้งานได้ทันทีที่พัฒนาโดยใช้ API ของ OpenAI, Anthropic และโมเดล LLM ที่เข้ากันได้ เพื่อเปรียบเทียบ Jev กับโมเดลการสนทนา.
JEVLAB ARTEnglishSource-linked curation
Real-time Discord moderation bot: Jev evaluates messages and metadata in parallel to catch phishing, spam, and social engineering with a progressive escalation ladder.
JEVLAB ARTEnglishSource-linked curation
Jev decision layer for agents: MCP server, embeddable DecisionModel library, and an escalate-only Claude Code plugin (TypeSafe AI's Jev).
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
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 that uses Jev as a sensor to control access to agent tools, enhancing security and functionality.
JEVLAB ARTEnglishSource-linked curation
A GitHub project routing tasks by selecting model tier, tools, skill, and effort.
JEVLAB ARTEnglishSource-linked curation
Typesafe's jev as a "fuzzy linter". give your code an ocular patdown.
JEVLAB ARTEnglishSource-linked curation
A command-line interface for Jev that provides answers and exit codes based on input questions.
JEVLAB ARTEnglishSource-linked curation
Write Cucumber tests with just the .feature file. No step definitions — Jev (TypeSafe AI) resolves each Gherkin step and Playwright runs it.
JEVLAB ARTEnglishSource-linked curation
A research project enabling SQL queries with real type responses.
JEVLAB ARTEnglishSource-linked curation
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
A deterministic model routing system for coding agents with a skill for Codex.
JEVLAB ARTEnglishSource-linked curation
Agent Skill: send closed coding-agent judgments to TypeSafe Jev.
JEVLAB ARTEnglishSource-linked curation
A Codex plugin that uses Jev to streamline and reduce excessive tool outputs.
JEVLAB ARTEnglishSource-linked curation
Curated list of official resources and community projects for TypeSafe, System One models, and Jev, with a GitHub Pages site.
JEVLAB ARTEnglishSource-linked curation
Vercel's open agent framework, which ships Jev as the default evaluation model in its experimental evaluate path.
JEVLAB ARTEnglishSource-linked curation
A skill for writing and improving programs that call Jev, TypeSafe's System One model.
JEVLAB ARTEnglishSource-linked curation
Camera-only autonomous drone in MuJoCo with a small judgment model (TypeSafe Jev) in the loop at 2.5Hz.
JEVLAB ARTEnglishSource-linked curation
A self-hosted skills library with optional Jev recommendations.
JEVLAB ARTEnglishSource-linked curation
A macOS tool for identifying safe ports to stop, developed as a GitHub project.
JEVLAB ARTEnglishSource-linked curation
Daf-jev: composable Python toolkit for TypeSafe's Jev (System One) decision API — question builders, confidence gates, evaluator, calibration, CLI, MCP server, agent skill.
JEVLAB ARTEnglishSource-linked curation
Systematic software development framework for AI coding agents upgraded with TypeSafe Jev System One typed decisions.
JEVLAB ARTEnglishSource-linked curation
A small open decision model: state + typed questions -> calibrated probabilities. A Jev / System One re-creation on Qwen3.5.
JEVLAB ARTEnglishSource-linked curation
การใช้คอมพิวเตอร์ในราคาประมาณ 0.0002 ต่อขั้นตอน: สแกนหน้าจอ จัดประเภทการกระทำถัดไปด้วย TypeSafe คลิก macOS
JEVLAB ARTEnglishSource-linked curation
A collection of research papers and open reproductions supporting System One models.
JEVLAB ARTEnglishSource-linked curation
An unofficial Laravel package offering typed responses and test fakes for Jev integration.
JEVLAB ARTEnglishSource-linked curation
A fire evacuation simulation where each person makes Jev-style decisions.
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
Pre-alpha PostgreSQL extension for TypeSafe AI (Jev) categorical classification.
JEVLAB ARTEnglishSource-linked curation
A developer project for agent classification and selective reading using an agent plugin and MCP tool.
JEVLAB ARTEnglishSource-linked curation
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.
JEVLAB ARTEnglishSource-linked curation
A curated list of awesome Jev / TypeSafe System One applications, libraries, and resources.
JEVLAB ARTEnglishSource-linked curation
A React app that estimates an age range based on a Korean name, described as a developer tool.
JEVLAB ARTEnglishSource-linked curation
A Go client for the TypeSafe API, aimed at developer tools and applications.
JEVLAB ARTEnglishSource-linked curation
Game where Jev competes against LLMs in Pong.
JEVLAB ARTEnglishSource-linked curation
Jev controls a city's traffic in a simulation project.
JEVLAB ARTEnglishSource-linked curation
A staged code-review workflow and local dashboard built with TypeSafe Jev.
JEVLAB ARTEnglishSource-linked curation
A developer project providing a local MCP server for running pre-made Jev question packs.
JEVLAB ARTEnglishSource-linked curation
One grounded Jev/Playwright core: typed SDK, persistent CLI, and MCP server with native browser operations and deterministic assertions.
JEVLAB ARTEnglishSource-linked curation
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
Offline Obsidian search with optional Jev reranking of results, requiring user approval before reranking.
JEVLAB ARTEnglishSource-linked curation
A Mac voice diary tool that uses Jev for sorting and integrates with Notion.
JEVLAB ARTEnglishSource-linked curation
A developer project using Jev to play Pokémon Red by typing each turn.
JEVLAB ARTEnglishSource-linked curation
A game project involving a penalty shootout against Jev using Render Workflows and Postgres.
JEVLAB ARTEnglishSource-linked curation
A small, extensible decision-to-action harness for TypeSafe Jev.
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
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 research project featuring an English–Icelandic dictionary that uses Jev to rerank results for better accuracy.
JEVLAB ARTEnglishSource-linked curation
Context curator for Pi agent using Jev technology.
JEVLAB ARTEnglishSource-linked curation
Jev-assisted file retrieval and request caching for faster Pi workflows.
JEVLAB ARTEnglishSource-linked curation
A developer project using Jev for plain-language MCP tool calls without an LLM.
JEVLAB ARTEnglishSource-linked curation
Multi-axis writing quality checker powered by TypeSafe AI's Jev model. Separate named checks, each with its own verdict and confidence.
JEVLAB ARTEnglishSource-linked curation
Independent, evidence-based map of when TypeSafe's Jev actually holds up vs. breaks down — real API-call receipts, not a leaderboard. 中文為主的雙語 repo。
JEVLAB ARTEnglishSource-linked curation
A curated list of Jev use cases, projects, SDKs, and resources. Jev is TypeSafe AI's System One model for fast, typed decisions in software — Choice, Score, and Noul with calibrated probabilities.
JEVLAB ARTEnglishSource-linked curation
Hunch is a GitHub tool for code review that applies rules written in plain English to analyze and improve code quality.
JEVLAB ARTEnglishSource-linked curation
A moderation system for Mastra agents that processes inputs in a single file.
JEVLAB ARTEnglishSource-linked curation
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
Low-latency audio censorship POC using Jev typed decisions and ffmpeg.
JEVLAB ARTEnglishSource-linked curation
A Jev-inspired decision interface for existing LLMs. Explicit choices, scores, calibration, and review thresholds.
JEVLAB ARTEnglishSource-linked curation
Home Assistant integration for TypeSafe Jev. Ask a question about your house and get a probability, a choice or a score as an entity.
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
Local-first MCP plugin for continuous software-quality review by AI coding agents, powered by Jev.
JEVLAB ARTEnglishSource-linked curation
I kept watching coding agents burn context on decisions that aren't hard - triage 400 tickets, tag 600 files, route to one of six teams. jev-mode moves those verdicts to a typed-judgment model. I A/B'd it: 78% fewer tokens, 16x less work-attributable input, accuracy 96.1% vs 93.7%. Python, no deps, MIT.
JEVLAB ARTEnglishSource-linked curation
Reusable GitHub Action: agent fix loop gated by checks, an AI reviewer, and TypeSafe Jev.
JEVLAB ARTEnglishSource-linked curation
NPCs of River Oaks Houston, Texas using Jev to power NPCs.
JEVLAB ARTEnglishSource-linked curation
Hand the browser work off: an MCP server where a decision model drives the page for your agent, so a flow costs one tool call instead of a turn per click. Ref-based element tables, code-checked assertions, zero-model macro replay. Speaks CDP to your Chrome.
JEVLAB ARTEnglishSource-linked curation
Cost-optimized OpenRouter model router using TypeSafe's Jev, with a live full-catalog scorer instead of a hardcoded model list.
JEVLAB ARTEnglishSource-linked curation
If you're experimenting with jev it will be easier from here.
JEVLAB ARTEnglishSource-linked curation
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4 HIGHLIGHTS
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4 clicks / 7d
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Decisions & routing
Tools & apps
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Games & real time