Jev发布帖
Diogo Almeida介绍了Jev,即TypeSafe的结构化决策模型。观看发布影片,并探索原始帖子了解该模型的方法、示例和作者报告的性能。
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Recent activityDiogo Almeida介绍了Jev,即TypeSafe的结构化决策模型。观看发布影片,并探索原始帖子了解该模型的方法、示例和作者报告的性能。
TypeSafe的正式发布公告介绍了实验室,并引导开发者使用Jev。公告包含Diogo Almeida的发布影片和原始介绍。
TypeSafe宣布Jev向公众开放,无需等待列表。官方控制台是将类型化决策应用于自己应用程序的起点。
TypeSafe强调Jev的类型化输出方法:应用程序提供状态和问题,然后根据概率、选择或评分进行操作。相关公告还介绍了Venice API集成。
Start with the Launch Post. Explore four official signals.
1,198 项资源
AI-assisted summaries and translations. Check original sources for context and performance claims.
Jev powers a predictive launcher that anticipates user intent based on typing patterns.
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Marcel Pociot's browser extension that collapses posts based on a Jev judgment.
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Uses Jev for real-time voice commands to control a browser, processing speech to actions in 300ms with low cost.
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Runnable Jev examples through OpenRouter for immediate implementation.

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A YouTube guide explores using Jev within an agentic coding loop, focusing on cost efficiency for development tasks.
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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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A 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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Public examples of Jev used for robot control, 3D modeling and adjacent control tasks, with sources and archived media.
github.comFrank-ZY-Dou/awesome-jev查看项目 ↗Source-linked curation
Jev rapidly analyzes competitor ads with detailed classification and cost efficiency.
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A community project exploring Jev's potential to evaluate agent progress beyond basic trace data.
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Fazt presenta las decisiones estructuradas de Jev con ejemplos de Snake y clasificación de solicitudes de soporte.
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A mahjong coach that uses Jev to suggest tiles to discard in Japanese.

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Jev is presented as a language generation tool in a community post, challenging perceptions about its capabilities.
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A developer project providing a local MCP server for running pre-made Jev question packs.

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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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Agent automates second-hand product search and decision-making. Processes 26 listings per minute with fast evaluation times.
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A speech analysis tool that evaluates 30-second speeches for pauses, filler words, and confidence, providing feedback for improvement.
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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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A developer project that uses Jev as a sensor to control access to agent tools, enhancing security and functionality.

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A developer created an instant calorie tracking app using Jev for quick responses.
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A community post about using Jev to efficiently crawl job listings from company websites, significantly reducing time compared to an LLM.
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A community post testing Jev's performance in a browser environment, noting limitations after five actions.
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Proof of concept MCP for Typesafe's new Jev AI model.

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Control a real browser by voice. Jev (TypeSafe System One) decides intent + target in ~300 ms per spoken word; Playwright acts — often before you finish the sentence.

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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 massively parallel browser-based adversarial testing suite for evaluating releases, costing pennies.
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Ultra-fast model routing using Jev for agent-based systems.

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⚡ Ultra-fast, low-cost intelligent task classifier and 3-tier routing engine powered by TypeSafe Jev (System One).
github.commaker-KK/todo-jev查看项目 ↗Source-linked curation
Diogo Almeida介绍了Jev,即TypeSafe的结构化决策模型。观看发布影片,并探索原始帖子了解该模型的方法、示例和作者报告的性能。
Jev HOLDFIT 92%CAT 53%
A tool built on Jev that identifies programming languages, colors code, and checks lint rules.
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Official TypeSafe reference: API reference.
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A community post describing adaptive in-app support using Jev to provide real-time assistance based on user struggles.
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Six hook gates for Claude Code that catch broken rules, out-of-scope edits, unfinished asks, and false claims, each judged by Jev against a fixed checklist and one piece of evidence.
github.comrashedInt32/jev-gates查看项目 ↗Source-linked curation
A setup where Jev selects between different AI models for specific tasks, streamlining model usage in a single terminal.
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A skill for writing and improving programs that call Jev, TypeSafe's System One model.

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Typed TypeSafe AI clients for Rust, with async and blocking backends and observable retries.
github.comTwister915/typesafe-ai查看项目 ↗Source-linked curation
A tool developed using Jev to create a voice builder for Youform, noted for its speed.
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A source-backed Jev project directory with a reusable Jev-only GitHub review workflow.

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Inspired by TypeSafe Ai, Ask a local LLM typed questions, get calibrated probabilities instead of text. Structured output without generation or parsing. MLX / Apple Silicon.
github.comaabolfazl/typesafe-local查看项目 ↗Source-linked curation
A guide for installing Jev skills, highlighting its potential to replace traditional LLM usage.
x.comGetting started: install the skill查看项目 ↗Source-linked curation
One-pass option scoring with a local Gemma 3 4B on Apple silicon via MLX, inspired by jevlike, with a Doom demo.
github.comdaseinlabs/open-jev查看项目 ↗Source-linked curation
The open-source System One decision model. Sub-15ms, non-autoregressive, local drop-in alternative to TypeSafe Jev.
github.comwfzyx/von查看项目 ↗Source-linked curation
Pre-commit hook: one Jev call judges whether your commit message matches the staged diff, plus debug leftovers, unmentioned work, and a credential check.
github.comvalentynkit/jev-commit查看项目 ↗Source-linked curation
A community post about using Jev for incident triage in Box, returning boolean results with probabilities.
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An agent plugin using Jev to determine optimal points for session compaction, improving efficiency in context management.
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Live Jev trader on Hyperliquid.
github.comaowang-ai/jev-trade查看项目 ↗Source-linked curation
One grounded Jev/Playwright core: typed SDK, persistent CLI, and MCP server with native browser operations and deterministic assertions.

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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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TypeSafe强调Jev的类型化输出方法:应用程序提供状态和问题,然后根据概率、选择或评分进行操作。相关公告还介绍了Venice API集成。
Jev PASSFIT 79%CAT 72%
A resource detailing a test of Jev on 12 real-world scenarios, including speed, cost, and practical applications.
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A research project on GitHub uses Jev with Qwen3 models on an NVIDIA DGX Spark system.
github.comabhishek085/open-spark-jev查看项目 ↗Source-linked curation
Papers, open reproductions and independent evaluations behind System One models and Jev.
github.comOmniJev/awesome-jev-gallery查看项目 ↗Source-linked curation
Idiomatic Java SDK for TypeSafe AI Jev System One decision engine.
github.comOlti1947/jev-java查看项目 ↗Source-linked curation
An experiment using Jev to enhance search functionality with intent recognition for improved user experience.
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A resource explaining Jev Engineering methodology for AI agent development.

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jev-use (voice). A developer project implementing voice control for macOS with Jev as a fallback option.
github.comcoco-research/jev-use查看项目 ↗Source-linked curation
Stop guessing confidence thresholds: calibrate, threshold, and drift-check typed decision models (TypeSafe Jev) against an LLM teacher.
github.comabhixhek/jevcal查看项目 ↗Source-linked curation
A community post discussing Jev's use in enforcing coding rules that linters cannot handle.
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A local computer-use fast path for Codex and Waku, designed for developers.
github.comEronmmer/jev-cua查看项目 ↗Source-linked curation
Can a System One model steer music? Jev picks the plan (enums only); code renders sheet, audio and MIDI.

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A GitHub project converting agent skills into Oxlint plugins that involve Jev.

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A developer project offering semantic code search for coding agents, benchmarked on SWE-bench Lite.

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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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A focus group experiment using Jev to make scroll or stop decisions on ads.
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Connect JEV to MCP clients and compare its judgments against general-purpose LLMs using shared datasets and measurable accuracy.
github.comarunav25/jev-mcp查看项目 ↗Source-linked curation
Can Jev pick the winner of a real headline A/B test? 64.5% across 10,984 Upworthy randomized experiments, 74.7% when the difference was decisive.
github.comGaurav-Gosain/jev-headline-bench查看项目 ↗Source-linked curation
Sub-second Git pre-commit & pre-push semantic reflex gate powered by TypeSafe AI Jev.
github.comAkashPriyadarshii/jev-git查看项目 ↗Source-linked curation
A small, fast prose linter: ruff-style rule codes for writing, backed by TypeSafe's Jev model.
github.comscale-venture-partners/riff查看项目 ↗Source-linked curation
Filter command output for coding agents using a task description.
github.comibrahemid/jevprune查看项目 ↗Source-linked curation
Jev generates piano music by selecting notes and chords based on input sequences.
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A staged code-review workflow and local dashboard built with TypeSafe Jev.

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Go client for TypeSafe's System One API and its model Jev: typed judgments and calibrated probabilities instead of generated text.
github.comGaurav-Gosain/jev-go查看项目 ↗Source-linked curation