Bài đăng ra mắt Jev
Diogo Almeida giới thiệu Jev, mô hình ra quyết định có cấu trúc của TypeSafe. Xem bộ phim giới thiệu và khám phá chuỗi gốc để tìm hiểu cách tiếp cận, ví dụ và hiệu năng được báo cáo bởi tác giả.
Latest addition
Source check
Recent activityA FIELD GUIDE TO JEV / VOL. 01
Tinh hoa Jev: dự án thực tế, hướng dẫn hữu ích và ý tưởng từ khắp internet.
Diogo Almeida giới thiệu Jev, mô hình ra quyết định có cấu trúc của TypeSafe. Xem bộ phim giới thiệu và khám phá chuỗi gốc để tìm hiểu cách tiếp cận, ví dụ và hiệu năng được báo cáo bởi tác giả.
Thông báo chính thức ra mắt TypeSafe giới thiệu phòng thí nghiệm và hướng người phát triển đến Jev. Bao gồm bộ phim giới thiệu của Diogo Almeida và lời giới thiệu ban đầu.
TypeSafe thông báo truy cập công khai vào Jev mà không cần danh sách chờ. Bảng điều khiển chính thức là điểm bắt đầu để thử nghiệm các quyết định có kiểu trong ứng dụng của bạn.
TypeSafe nhấn mạnh cách tiếp cận đầu ra có kiểu của Jev: các ứng dụng cung cấp trạng thái và câu hỏi, sau đó thực hiện hành động dựa trên xác suất, lựa chọn hoặc điểm số. Thông báo liên quan cũng đề cập đến tích hợp API Venice.
Start with the Launch Post. Explore four official signals.
1.198 tài nguyên
AI-assisted summaries and translations. Check original sources for context and performance claims.
A source-backed Jev project directory with a reusable Jev-only GitHub review workflow.

Source-linked curation
Uses Jev to decide which AI model to use before generating output, based on prompt and quality requirements.
Source-linked curation
A GitHub project routing tasks by selecting model tier, tools, skill, and effort.

Source-linked curation
A community post describing a system that matches one candidate to 400 companies with a confidence score in 12 seconds.
Source-linked curation
Hunch is a GitHub tool for code review that applies rules written in plain English to analyze and improve code quality.

Source-linked curation
Screens 360 resumes in 24.2 seconds with low cost and automated scoring.
Source-linked curation
A podcast segment discussing Jevons paradox and its connection to TypeSafe AI's funding.
Source-linked curation
A community post describes a plugin that manages agent context by analyzing and pruning unnecessary data, available in Spanish.
Source-linked curation
A 2-minute song composed by Jev-thoven using first principles.
Source-linked curation
A tool for calibrating Jev's confidence thresholds, presented as an open-source solution.
Source-linked curation
Official TypeSafe reference: Skill suggestion.

Source-linked curation
A research project enabling SQL queries with real type responses.

Source-linked curation
Thông báo chính thức ra mắt TypeSafe giới thiệu phòng thí nghiệm và hướng người phát triển đến Jev. Bao gồm bộ phim giới thiệu của Diogo Almeida và lời giới thiệu ban đầu.
Jev HOLDFIT 69%CAT 96%
5–10x faster browser operations: Jev clicks, Codex thinks and verifies. Built at EZCollegeApp.

Source-linked curation
A developer project for automatic context clearing in Pi without losing conversation history.

Source-linked curation
A small open decision model: state + typed questions -> calibrated probabilities. A Jev / System One re-creation on Qwen3.5.

Source-linked curation
A demo showing how to make open source models behave like Jev using inference engineering and scoring endpoints for decision-making.
Source-linked curation
Client TypeScript/JavaScript chính thức với loại câu trả lời được suy ra. npm install @typesafe-ai/sdk.
github.comtypesafe-ai/typesafe-sdk-jsXem dự án ↗Source-linked curation
Pokémon FireRed Elite Four run. A community post describing an experiment where Jev successfully completed a game with low-cost resources.
Source-linked curation
Retriever AI evaluates Jev's performance on real browser tasks, identifying strengths and areas for improvement in integration with larger models.
Source-linked curation
Jev tags X posts in real time with labels like 'breaking,' 'golden nugget,' or 'slop'.
Source-linked curation
A YouTube guide explaining Jev's functionality, including browser use, classification, and code review without an LLM.
Source-linked curation
A tool enhancing zsh autosuggestions with Jev-based ranking instead of prefix matching.

Source-linked curation
A community project using Jev to control a Tesla Full Self Driving simulator, offering a quick rebuild.
Source-linked curation
Jev demonstrates real-time decision-making in the game Doom, making moves up to ten times per second.
Source-linked curation
A tool that uses Jev to convert pointing and speech into drawing actions on a canvas.
Source-linked curation
A 26-sheet construction plan set was classified in 2.9 seconds using Jev with an LLM pipeline, costing $0.0052 and matching GPT-4.1 and GPT-6 Astra performance.
Source-linked curation
Open alternative to Jev: typed, calibrated decisions from any open-weights LLM in one forward pass (HF + vLLM), with benchmarks.

Source-linked curation
Jev integrates with Cal.com to quickly find team scheduling overlaps.
Source-linked curation
A developer project offering semantic code search for coding agents, benchmarked on SWE-bench Lite.

Source-linked curation
Jev differs from LLMs by evaluating predefined decisions directly, enabling parallel processing of independent questions.
Source-linked curation
A demo project enabling voice commands for Fusion 360, where Jev identifies if speech is a command or casual talk.
Source-linked curation
Jev processes 1,000 emails for category, priority, spam, and reply predictions.
Source-linked curation
Jev generates piano music by selecting notes and chords based on input sequences.
Source-linked curation
A community project using Jev to customize Hacker News content preferences.
Source-linked curation
A method for creating pixel art through iterative sketching and refinement using Jev and DeepSeek.
Source-linked curation
A developer project using Jev for plain-language MCP tool calls without an LLM.

Source-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.

Source-linked curation
Scans a codebase for covert, deceptive, or data-stealing behavior with Jev, then reports suspicious files and line ranges before the user runs it.

Source-linked curation
Jev controls a city's traffic in a simulation project.

Source-linked curation
A community tool utilizing Jev to filter out unwanted reply-guy comments on platforms.
Source-linked curation
Typed, confidence-aware agent skill routing with TypeSafe Jev.

Source-linked curation
Thread cataloguing the first wave of Jev tools: MCP servers, routers, reviewers, and browser agents.
Source-linked curation
A community tool leverages Jev to identify relevant X discussions for business outreach.
Source-linked curation
A developer project for agent-native routing that selects models based on task complexity.

Source-linked curation
Fazt presenta las decisiones estructuradas de Jev con ejemplos de Snake y clasificación de solicitudes de soporte.
Source-linked curation
A Mac voice diary tool that uses Jev for sorting and integrates with Notion.

Source-linked curation
Jev is presented as a language generation tool in a community post, challenging perceptions about its capabilities.
Source-linked curation
A tech publication highlights Jev as an AI model offering a cost-effective and efficient approach to software intelligence.

Source-linked curation
A macOS tool for identifying safe ports to stop, developed as a GitHub project.

Source-linked curation
A developer project demonstrates Jev's rapid response to browser tasks, with decisions made in approximately 100 milliseconds.

Source-linked curation
A community experiment demonstrating Jev's interaction with a video game.
Source-linked curation
A community experiment demonstrating Jev's capability to function as a computer by emulating a 6502 processor.
Source-linked curation
Semantic GitHub PR labels using Jev's typed decisions, with conceptual scope instead of line counts.

Source-linked curation
A community post about a virtual town where Jev makes all decisions, managing 120 people and various local structures.
Source-linked curation
A community post describing 500 real-time agents operating in a 3D environment with notable performance metrics.
Source-linked curation
An AI-driven hedge fund utilizing Jev for fast and cost-effective trading decisions.
Source-linked curation
A free AI tool built on Jev that quickly scans text for low-quality content, processing around 10,000 words in 2 seconds.
Source-linked curation
A Chrome Dino game implementation where Jev provides real-time decision scores.
Source-linked curation
A collection of 19 open-source projects using Jev technology for various applications including AI agents and game interactions.
Source-linked curation
Marcel Pociot's browser extension that collapses posts based on a Jev judgment.
Source-linked curation
Real-time League of Legends win-probability overlay using Jev to analyze game state and predict outcomes.
Source-linked curation
A GitHub project that uses Jev to triage and route posts from the live Bluesky firehose with human oversight.

Source-linked curation
Public examples of Jev used for robot control, 3D modeling and adjacent control tasks, with sources and archived media.
github.comFrank-ZY-Dou/awesome-jevXem dự án ↗Source-linked curation
Agentcard integrates Jev and Kernel to enable secure and efficient online shopping by agents, avoiding token costs and safety issues.
Source-linked curation
A tool for instant field mapping between templates and data sources, simplifying data alignment with one-click functionality.
Source-linked curation
A community post details a Pac-Man game where every move is determined by Jev, offering strategic insights.
Source-linked curation
A tool that analyzes public PR links to determine if they are safe to merge or need review, using Jev's capabilities.
Source-linked curation
A tool that automatically locates and retrieves invoices from any website using Jev's capabilities.
Source-linked curation
Ephraim Duncan's demo where Jev decides which model should serve a request.
Source-linked curation
An open-source model for form-filling tasks with low latency.
Source-linked curation
Jevals is a local testing environment for evaluating Jev requests and improving results through primitive operations.
Source-linked curation