A 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.
1,198 แหล่งข้อมูล
AI-assisted summaries and translations. Check original sources for context and performance claims.
Jozef GhermanA free AI tool built on Jev that quickly scans text for low-quality content, processing around 10,000 words in 2 seconds.
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A guide explaining three types of micro decisions used by Jev AI.
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Jev from @typesafeai plays Balatro, making quick decisions on cards and gameplay within 200-500ms.
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Context curator for Pi agent using Jev technology.
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A GitHub project routing tasks by selecting model tier, tools, skill, and effort.
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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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Testing Jev's performance in automating Android end-to-end tests, showing faster results compared to other tools.
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A small open decision model: state + typed questions -> calibrated probabilities. A Jev / System One re-creation on Qwen3.5.
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Screens 360 resumes in 24.2 seconds with low cost and automated scoring.
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Multi-axis writing quality checker powered by TypeSafe AI's Jev model. Separate named checks, each with its own verdict and confidence.
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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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An AI-driven hedge fund utilizing Jev for fast and cost-effective trading decisions.
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Jev is used in mobile end-to-end testing with improved efficiency.
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A game project involving a penalty shootout against Jev using Render Workflows and Postgres.
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Jevals is a local testing environment for evaluating Jev requests and improving results through primitive operations.
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Jev predicts upcoming shell commands by analyzing historical command data.
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Marc KöhlbruggeA real-time computer assistant using Jev and local Whisper to process voice input, classify actions, and interact with the screen through a Swift app for accessibility.
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A project where Jev attempts to defeat the Pokémon League in Pokémon Gold, using basic controls to navigate and win.
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A community post describing a robot arm controlled by Jev, using cameras and decision-making at two decisions per second.
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Everton CarneiroA tool that identifies App Store keywords by analyzing competitors and using Jev to filter relevant terms.
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A tested resource evaluating Jev's capabilities in browser automation and support tasks.
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Jack ChengA tool that uses Jev to convert pointing and speech into drawing actions on a canvas.
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5–10x faster browser operations: Jev clicks, Codex thinks and verifies. Built at EZCollegeApp.
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A guide on using Jev to route between models and block risky tool calls.
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A calibrated context sieve for Claude Code: every tool result is judged by a System One model before it enters context.
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ZachiA PostgreSQL extension enabling natural language queries across databases.
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Eugene CheahOpen-source library converting Hugging Face models into Jev-style endpoints for broader accessibility.
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x.comJev offers versatile use cases, with a community post suggesting potential for rapid SaaS growth.
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A React app that estimates an age range based on a Korean name, described as a developer tool.
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OskarFramework for running end-to-end tests with agents using Jev.
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Jev is demonstrated as a classification model with practical examples.
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Justine MooreJev enables natural language search for Zillow listings, classifying properties by non-standard filters.
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A staged code-review workflow and local dashboard built with TypeSafe Jev.
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A source-backed Jev project directory with a reusable Jev-only GitHub review workflow.
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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 developer project generating paintings based on Jev's pixel probability calculations, collected for the tools shelf.
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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.
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Jev tests shooting skills in the arcade game Time Crisis, with a harness to assist performance.
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การใช้คอมพิวเตอร์ในราคาประมาณ 0.0002 ต่อขั้นตอน: สแกนหน้าจอ จัดประเภทการกระทำถัดไปด้วย TypeSafe คลิก macOS
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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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Paul WeiJev model demonstrates fast decision-making in a strategy game. Achieves high-speed gameplay with minimal visual feedback.
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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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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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A mahjong coach that uses Jev to suggest tiles to discard in Japanese.
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A GitHub project that uses Jev to triage and route posts from the live Bluesky firehose with human oversight.
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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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Uses Jev to conduct a musical orchestra in real time through a demonstration project.
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A chess experiment where Jev V13 makes decisions against advanced language models.
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A gaming project enabling seamless switching between manual and AI-driven gameplay using Jev.
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khaledDemonstration of Jev's capability for rapid variable generation in development workflows.
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A community post describing an SEO audit using Jev to analyze website internal links in 45 seconds.
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Jev attempted to draw on a pixel canvas but failed to produce recognizable output, indicating limitations in its generative capabilities.
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A research project enabling SQL queries with real type responses.
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Jev processes natural language with structured outputs and confidence levels, but it is not a traditional large language model.
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A method for expressing emotions through sound-based communication.
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Jev is utilized for decision-making processes on Cloudflare, including support routing and risk management.
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A community post details a Pac-Man game where every move is determined by Jev, offering strategic insights.
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Marcus LoweA tool using Jev to make copy-paste interactions smarter by deciding content based on context.
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Jev on Sol. A community post describing an experiment where Jev analyzes Solana blockchain data in real time.
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Open alternative to Jev: typed, calibrated decisions from any open-weights LLM in one forward pass (HF + vLLM), with benchmarks.
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Robert YangJev semantically formats spreadsheets instantly, with suggestions for integration into other platforms.
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CJ (Coding Garden)A chat bot using Jev without a large language model, providing instant responses by integrating web search, Wikipedia, weather, and other tools.
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Utilizes Jev for quick coaching support and detecting and fixing slop during sessions.
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A community post discussing a system where Jev acts as a quality gate for drafts, though it faced issues with communication.
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A community post exploring Jev's role in improv judging, presented as a creative experiment.
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Jev conducts a sentiment-based stock market analysis for the Danish market in 2025, using diverse data sources with low cost.
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Florian DarromanA challenge where 100 builders used Jev and Fable 5.1 to create a post scheduler, highlighting Jev's speed.
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A tool that finds local makers using Jev, claiming high accuracy.
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An open-source project that helps select relevant Claude Code skills by prioritizing frequently used ones through Jev integration.
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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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Ian NuttallA community tool utilizing Jev to filter out unwanted reply-guy comments on platforms.
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ไลบรารี Elixir ที่ปลอดภัยตามประเภทของ SDK AI ทางการแบบ TypeScript (ai / ai-sdk) ที่ให้การผสานระบบ LLM แบบรวมศูนย์ ข้อความสตรีมมิ่ง และผลลัพธ์ที่มีโครงสร้าง รวมถึงการทำงานของระบบเอเจนต์ Jev เป็นโมเดลหลักของพวกเขา
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4 HIGHLIGHTS
Tools & apps
Source-linked curation
Games & real time
Agents & browsers
Decisions & routing
Research & data
Markets & experiments
1 clicks / 7d
Devices & robotics
สรุปแปล
Creative & growth