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.
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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.
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Plugin Claude Code thay thế tóm tắt compaction bằng quyết định Jev: mọi cuộc gọi công cụ và kết quả được điểm số trong một yêu cầu nhanh, các bản ghi lỗi được loại bỏ hoặc cắt ngắn, mọi thứ được giữ nguyên.
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Khách hàng Python chính thức, đồng bộ và bất đồng bộ. pip install typesafe-sdk.
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Trình duyệt sử dụng agent siêu nhanh: Jev chọn thao tác và phần tử DOM trong một yêu cầu; một mô hình ngôn ngữ nhỏ chỉ viết văn bản khi cần gõ.
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Trình thay thế TypeSafeClient chính thức được hỗ trợ bởi API LLM của OpenAI, Anthropic và tương thích, để so sánh Jev với các mô hình trò chuyện.
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Cổng Elixir an toàn về kiểu của SDK AI TypeScript chính thức (ai / ai-sdk), cung cấp tích hợp LLM thống nhất, văn bản truyền dẫn và đầu ra có cấu trúc, gọi công cụ và quy trình làm việc của đại lý. Jev là mô hình hàng đầu của họ.
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Kỹ năng đại diện chính thức cho Claude Code, Codex và các đại diện tương thích: các nguyên mẫu, mẫu và cách cấu trúc đánh giá.
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Evidence-backed index of real-world Jev (TypeSafe AI System One) use cases: repos, patterns, benchmarks, and measured results.
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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 game project involving a penalty shootout against Jev using Render Workflows and Postgres.
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A Chrome extension that organizes bookmarks using user-defined rules for categorization.
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Browser use for coding agents, 3-5x faster than browser-use. MCP server + CLI; TypeSafe Jev decides every step in ~300 ms.
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A small, extensible decision-to-action harness for TypeSafe Jev.
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A macOS tool for identifying safe ports to stop, developed as a GitHub project.
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5–10x faster browser operations: Jev clicks, Codex thinks and verifies. Built at EZCollegeApp.
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A GitHub project routing tasks by selecting model tier, tools, skill, and effort.
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A developer project for agent classification and selective reading using an agent plugin and MCP tool.
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Context curator for Pi agent using Jev technology.
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A curated list of awesome Jev / TypeSafe System One applications, libraries, and resources.
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Jev play Tetris in real-time against other AI models.
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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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A skill for writing and improving programs that call Jev, TypeSafe's System One model.
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Claude Code plugin: trim long Bash output with TypeSafe Jev before the model sees it.
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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.
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A prose linter that sniffs out AI writing tells. Zero dependencies, countable rules plus one judgment model.
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A developer project offering 110 interactive use cases, games, and scenarios with editable prompts.
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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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Runnable Jev examples through OpenRouter for immediate implementation.
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Scans a codebase for covert, deceptive, or data-stealing behavior with Jev, then reports suspicious files and line ranges before the user runs it.
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A moderation system for Mastra agents that processes inputs in a single file.
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Real-time Discord moderation bot: Jev evaluates messages and metadata in parallel to catch phishing, spam, and social engineering with a progressive escalation ladder.
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A staged code-review workflow and local dashboard built with TypeSafe Jev.
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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 developer project using Jev to play Pokémon Red by typing each turn.
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Marketing analytics platform whose feature flag routes brand-visibility classifiers off an LLM and onto Jev boolean decisions.
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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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A developer project generating paintings based on Jev's pixel probability calculations, collected for the tools shelf.
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A developer project for automatic context clearing in Pi without losing conversation history.
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Vercel's open agent framework, which ships Jev as the default evaluation model in its experimental evaluate path.
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Curated list of official resources and community projects for TypeSafe, System One models, and Jev, with a GitHub Pages site.
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Minimal grammY Telegram anti-spam bot powered by TypeSafe Jev.
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A Mac voice diary tool that uses Jev for sorting and integrates with Notion.
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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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An agent project aimed at reducing token usage for coding agents via an MCP server.
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Write Cucumber tests with just the .feature file. No step definitions — Jev (TypeSafe AI) resolves each Gherkin step and Playwright runs it.
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A collection of research papers and open reproductions supporting System One models.
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A deterministic model routing system for coding agents with a skill for Codex.
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Standalone Android agent for Mobilerun where Jev makes every decision, with a live React studio and an Uber demo.
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An unofficial Laravel package offering typed responses and test fakes for Jev integration.
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A mahjong coach that uses Jev to suggest tiles to discard in Japanese.
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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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A fire evacuation simulation where each person makes Jev-style decisions.
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Agent-ergonomic CLI for TypeSafe's Jev: fast calibrated judgments (pick, rate, check, rank, triage, guard) from the shell.
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Danh sách các dự án được xây dựng với Jev, mô hình System One của TypeSafe AI, được tổng hợp và có nguồn gốc rõ ràng.
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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 developer project that uses Jev as a sensor to control access to agent tools, enhancing security and functionality.
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A GitHub Action using Jev for automated PR triage and classification.
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Jev controls a city's traffic in a simulation project.
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Offline Obsidian search with optional Jev reranking of results, requiring user approval before reranking.
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A tool enhancing zsh autosuggestions with Jev-based ranking instead of prefix matching.
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Game where Jev competes against LLMs in Pong.
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A project comparing Jev's performance against chat models in analyzing Fed press conferences.
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Measures how well TypeSafe's RLCD-Jev model spots real secret credentials in file snippets.
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Semantic MCP firewall powered by Jev — screens every tool call, tool result, and tool description with calibrated System One verification. 94% block recall, 0 false positives, ~$0.00002/check.
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Semantic GitHub PR labels using Jev's typed decisions, with conceptual scope instead of line counts.
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Runtime authorization and guardrails for AI-agent tool calls with deterministic policy and TypeSafe Jev via OpenRouter.
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PHP SDK for TypeSafe's Jev: send text and typed questions, get typed answers with calibrated confidence. PHP 8.1+, works with any PSR-18 client, Laravel 8–13.
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Pi coding-agent extension built on the TypeSafe AI System One API (Jev).
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Jev / TypeSafe System One 中文精选列表:官方资料、SDK、爆款应用、Agent 工具、开源复现与独立评测,附中文上手指南,每日自动收录 GitHub 热门项目。
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Per-call GPT model routing for Codex: Jev chooses model and effort, a local Responses proxy keeps the tool loop intact, then independent verification and Router Compass check whether the task still passed.
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Jev as an LLM prompt guardrail inside the agentgateway proxy, with tracing and cost tracking.
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Agent Skill: send closed coding-agent judgments to TypeSafe Jev.
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Pure Jev that can "type" and drive towards task completion.
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