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.
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浏览器使用中的超快速代理:Jev在一次请求中选择操作和DOM元素;仅当需要输入时,小型LLM才编写文本。
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官方同步和异步 Python 客户端。pip install typesafe-sdk。
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Claude代码插件通过Jev决策替换压缩摘要,通过一次快速请求对每个工具调用和结果进行评分,过时的调用会被丢弃或截断,所有保留的内容保持原样。
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官方代理技能,适用于Claude Code、Codex和兼容代理:基本操作、模式及评估结构方法。
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Public examples of Jev used for robot control, 3D modeling and adjacent control tasks, with sources and archived media.
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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.
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An agent project that enforces policies by judging Claude Code tool calls.
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A project comparing Jev's performance against chat models in analyzing Fed press conferences.
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WXT browser extension: Jev-powered page clutter removal with reusable template rules.
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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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Runnable Jev examples through OpenRouter for immediate implementation.
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基于Jev的项目精选列表,TypeSafe AI的System One模型用于类型化决策。
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Minimal grammY Telegram anti-spam bot powered by TypeSafe Jev.
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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.
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A GitHub project converting agent skills into Oxlint plugins that involve Jev.
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A GitHub Action using Jev for automated PR triage and classification.
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Pre-alpha PostgreSQL extension for TypeSafe AI (Jev) categorical classification.
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Context curator for Pi agent using Jev technology.
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A developer project using Jev for plain-language MCP tool calls without an LLM.
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Typed, confidence-aware agent skill routing with TypeSafe Jev.
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每步成本约0.0002美元的计算机使用:对屏幕进行OCR,用TypeSafe分类下一步操作。支持macOS。
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A Jev powered LinkedIn recruiting agent. Watch it browse relevant profiles, save links, and review evidence against your hiring brief.
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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。
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A self-hosted skills library with optional Jev recommendations.
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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.
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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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A research project featuring an English–Icelandic dictionary that uses Jev to rerank results for better accuracy.
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A research project enabling SQL queries with real type responses.
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A developer project that selects applicable rules for Claude, ensuring only relevant information is shown.
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Daf-jev: composable Python toolkit for TypeSafe's Jev (System One) decision API — question builders, confidence gates, evaluator, calibration, CLI, MCP server, agent skill.
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100% free ₹0 agent-first SEO & GEO CLI suite and MCP server in Rust replacing Semrush and OpenSEO via DuckDuckGo and TypeSafe Jev System One.
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Route to the cheapest model in claude code for your task using jev-router.
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5–10x faster browser operations: Jev clicks, Codex thinks and verifies. Built at EZCollegeApp.
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Semantic GitHub PR labels using Jev's typed decisions, with conceptual scope instead of line counts.
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A GitHub project routing tasks by selecting model tier, tools, skill, and effort.
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Claude Code plugin: trim long Bash output with TypeSafe Jev before the model sees it.
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A curated list of public projects, integrations, and discussions built on Jev — TypeSafe AI's System One model for typed decisions.
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Runtime constraints for the pi coding agent: checks every side-effecting tool call against what you said, before it runs. Powered by TypeSafe Jev.
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Browser automation where an LLM plans and Jev (Typesafe System One) decides. Library, CLI and MCP server.
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A Chrome extension that organizes bookmarks using user-defined rules for categorization.
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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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A developer project offering semantic code search for coding agents, benchmarked on SWE-bench Lite.
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Systematic software development framework for AI coding agents upgraded with TypeSafe Jev System One typed decisions.
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官方TypeScript/JavaScript客户端,支持推断答案类型。npm install @typesafe-ai/sdk。
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Typesafe's jev as a "fuzzy linter". give your code an ocular patdown.
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A moderation system for Mastra agents that processes inputs in a single file.
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A Mac voice diary tool that uses Jev for sorting and integrates with Notion.
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A developer project where Jev assists in browsing by selecting actions, with an LLM planning and citing sources.
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Awesome Jev: source-backed open-source ecosystem radar, plain-language project discovery, and automatic GitHub sync.
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A developer project demonstrates Jev's rapid response to browser tasks, with decisions made in approximately 100 milliseconds.
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A deterministic model routing system for coding agents with a skill for Codex.
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Camera-only autonomous drone in MuJoCo with a small judgment model (TypeSafe Jev) in the loop at 2.5Hz.
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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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A source-backed Jev project directory with a reusable Jev-only GitHub review workflow.
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A developer project for the agents shelf featuring a local MCP gateway with Jev tool discovery and a dashboard.
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Jev decision layer for agents: MCP server, embeddable DecisionModel library, and an escalate-only Claude Code plugin (TypeSafe AI's Jev).
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A Chrome extension that brings TypeSafe's Jev to X.com to analyze posts as you browse.
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A command-line interface for Jev that provides answers and exit codes based on input questions.
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MoonBit client for Jev plus a Jev-vs-Jev gomoku match, with timing logs.
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MCP server that puts TypeSafe Jev on the coding loop in Cursor, Codex, and any MCP client.
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Use Jev (TypeSafe's System One model) as a calibrated reranker: one call, up to 30 documents, a probability per document. Apache-2.0.
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A reproduction of Jev that turns any Qwen model into a fast decision model, serving the same /v1/systemone schema (Choice, Score, Noul) with no training and no generated answer text.
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Does a TypeSafe Jev rerank beat embedding search? Graded relevance eval (9,831 pairs, 164 zh/en queries) over the Agent Skills Hub catalog, with the judge-circularity bias measured.
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Using the new model JEV to play the game tetris.
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Game where Jev competes against LLMs in Pong.
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Select Git changes for staging with a plain-language description.
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A developer project providing a local MCP server for running pre-made Jev question packs.
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Benchmarks and a playground for TypeSafe's Jev (System One) model: chess, and who-is-the-player-talking-to for speech-to-text game NPCs.
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Parallel web search for terminals and agents, with local Chromium and Jev-guided exploration.
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A test project based on Jev AI, the goal is to build a search function for a blog/article website that has 100s of articles to search from, So the user can actually use the search as chat to question anything and find related answers/articles.
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Zod validates the shape, Jev validates the meaning: semantic checks on request bodies become calibrated probabilities you threshold in code.
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Jev (System One decision model) plugin suite for DeepSeek Harness (dsh).
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