A FIELD GUIDE TO JEV / VOL. 01
Tinh hoa Jev: dự án thực tế, hướng dẫn hữu ích và ý tưởng từ khắp internet.
THE OFFICIAL SIGNAL 4 HIGHLIGHTS
Diogo Almeida@CompleteSkepticLAUNCH POSTDiogo 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.
TypeSafe AI@typesafeaiOFFICIALThông 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 AI@typesafeaiOFFICIALTypeSafe 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.
JEVLAB ARTTypeSafe AI@typesafeaiOFFICIALTypeSafe 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.
JEVLAB ARTStart with the Launch Post. Explore four official signals.
286 tài nguyên
AI-assisted summaries and translations. Check original sources for context and performance claims.
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.
JEVLAB ART
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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.
JEVLAB ARTEnglishSource-linked curation
An agent project aimed at reducing token usage for coding agents via an MCP server.
JEVLAB ARTEnglishSource-linked curation
Claude Code plugin: trim long Bash output with TypeSafe Jev before the model sees it.
JEVLAB ARTEnglishSource-linked curation
Typed, confidence-aware agent skill routing with TypeSafe Jev.
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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.
JEVLAB ARTEnglishSource-linked curation
A developer project for agent classification and selective reading using an agent plugin and MCP tool.
JEVLAB ARTEnglishSource-linked curation
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.
JEVLAB ARTEnglishSource-linked curation
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.
JEVLAB ARTEnglishSource-linked curation
A developer project where Jev assists in browsing by selecting actions, with an LLM planning and citing sources.
JEVLAB ARTEnglishSource-linked curation
A moderation system for Mastra agents that processes inputs in a single file.
JEVLAB ARTEnglishSource-linked curation
A Jev powered LinkedIn recruiting agent. Watch it browse relevant profiles, save links, and review evidence against your hiring brief.
JEVLAB ARTEnglishSource-linked curation
Jev decision layer for agents: MCP server, embeddable DecisionModel library, and an escalate-only Claude Code plugin (TypeSafe AI's Jev).
JEVLAB ARTEnglishSource-linked curation
5–10x faster browser operations: Jev clicks, Codex thinks and verifies. Built at EZCollegeApp.
JEVLAB ARTEnglishSource-linked curation
Vercel's open agent framework, which ships Jev as the default evaluation model in its experimental evaluate path.
JEVLAB ARTEnglishSource-linked curation
Agent-ergonomic CLI for TypeSafe's Jev: fast calibrated judgments (pick, rate, check, rank, triage, guard) from the shell.
JEVLAB ARTEnglishSource-linked curation
A developer project for agent-native routing that selects models based on task complexity.
JEVLAB ARTEnglishSource-linked curation
Agent Skill: send closed coding-agent judgments to TypeSafe Jev.
JEVLAB ARTEnglishSource-linked curation
Browser use for coding agents, 3-5x faster than browser-use. MCP server + CLI; TypeSafe Jev decides every step in ~300 ms.
JEVLAB ARTEnglishSource-linked curation
Fast Rust CLI for TypeSafe Jev: typed decisions, offline linting before you pay.
JEVLAB ARTEnglishSource-linked curation
A Codex plugin that uses Jev to streamline and reduce excessive tool outputs.
JEVLAB ARTEnglishSource-linked curation
Proof of concept MCP for Typesafe's new Jev AI model.
JEVLAB ARTEnglishSource-linked curation
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.
JEVLAB ARTEnglishSource-linked curation
An agent system that makes one Jev decision per computational step.
JEVLAB ARTEnglishSource-linked curation
A calibrated context sieve for Claude Code: every tool result is judged by a System One model before it enters context.
JEVLAB ARTEnglishSource-linked curation
A staged code-review workflow and local dashboard built with TypeSafe Jev.
JEVLAB ARTEnglishSource-linked curation
A deterministic model routing system for coding agents with a skill for Codex.
JEVLAB ARTEnglishSource-linked curation
One grounded Jev/Playwright core: typed SDK, persistent CLI, and MCP server with native browser operations and deterministic assertions.
JEVLAB ARTEnglishSource-linked curation
A developer project using Jev for plain-language MCP tool calls without an LLM.
JEVLAB ARTEnglishSource-linked curation
A developer project offering semantic code search for coding agents, benchmarked on SWE-bench Lite.
JEVLAB ARTEnglishSource-linked curation
Daf-jev: composable Python toolkit for TypeSafe's Jev (System One) decision API — question builders, confidence gates, evaluator, calibration, CLI, MCP server, agent skill.
JEVLAB ARTEnglishSource-linked curation
Jev-assisted file retrieval and request caching for faster Pi workflows.
JEVLAB ARTEnglishSource-linked curation
Go CLI and single-binary MCP server exposing TypeSafe judgments to Claude Desktop, Claude Code, and Codex.
JEVLAB ARTEnglishSource-linked curation
JEV-inspired parallel decisions for CUDA LLMs. One context, many decisions. vLLM API, game-agent examples, and reproducible benchmarks.
JEVLAB ARTEnglishSource-linked curation
Fast structured Android control loops with TypeSafe Jev and Mobile MCP.
JEVLAB ARTEnglishSource-linked curation
A flexible and configurable CLI model router using TypeSafe Jev.
JEVLAB ARTEnglishSource-linked curation
An agent project that enforces policies by judging Claude Code tool calls.
JEVLAB ARTEnglishSource-linked curation
Windows Codex Skill：通过 npx 或 Git 安装，安全配置 save-token-jev 的 PreCompact/SessionStart Hooks，并提供信任、原生压缩与旧内容隔离验证。
JEVLAB ARTEnglishSource-linked curation
Reusable GitHub Action: agent fix loop gated by checks, an AI reviewer, and TypeSafe Jev.
JEVLAB ARTEnglishSource-linked curation
Self-improving agent harness with an optional TypeSafe Jev companion for typed Choice, Score, and Noul judgments.
JEVLAB ARTEnglishSource-linked curation
A claude code plugin for jev.
JEVLAB ARTEnglishSource-linked curation
Autonomous PlayStation 2 AI Agent with real-time visual telemetry HUD powered by TypeSafe Jev System One.
JEVLAB ARTEnglishSource-linked curation
Bộ định tuyến và rào chắn cho cổng LLM trên Jev của TypeSafe (mô hình System One), kèm theo đánh giá độc lập về độ chính xác, hiệu chuẩn và độ trễ. Python chuẩn.
JEVLAB ARTEnglishSource-linked curation
SIEGE: 200 people vs one agent. A typed action gate (TypeSafe System One) that learns from every breach, evaluated by W&B Weave, hardened by a defender loop. Built at CoreWeave Hacks: Agent Loops 2026.
JEVLAB ARTEnglishSource-linked curation
Runtime constraints for the pi coding agent: checks every side-effecting tool call against what you said, before it runs. Powered by TypeSafe Jev.
JEVLAB ARTEnglishSource-linked curation
DiffJury — TypeSafe Jev PR risk router + code review coach.
JEVLAB ARTEnglishSource-linked curation
Judge agent steps — ok / retry / escalate / stop via TypeSafe Jev.
JEVLAB ARTEnglishSource-linked curation
Safety checks for Hermes and other AI agents before they act, ask for approval, or verify a change.
JEVLAB ARTEnglishSource-linked curation
Predict another skill's next closed decision with TypeSafe Jev — without running that skill.
JEVLAB ARTEnglishSource-linked curation
Search the web with TypeSafe's Jev: source selection, query understanding and relevance ranking. Built with Search1API.
JEVLAB ARTEnglishSource-linked curation
Stops AI coding agents from claiming work is done without evidence. Deterministic hooks decide, TypeSafe's Jev advises. Append-only ledger, zero runtime dependencies.
JEVLAB ARTEnglishSource-linked curation
Jev for Chrome: drives the tab you are looking at with TypeSafe Jev, a sub-second decision model. Community port of browser-use/jev-ultrafast, not affiliated with TypeSafe.
JEVLAB ARTEnglishSource-linked curation
Decision layer for coding agents: deterministic rules before any model call, then one Jev request, as a Claude Code PreToolUse hook, an MCP server, a loopback service and a team policy that personal overrides can tighten but not loosen. Ships the 300-call injection kit behind its own numbers.
JEVLAB ARTEnglishSource-linked curation
Non-autoregressive decision engine on ModernBERT (151M) with calibrated uncertainty (RLCD), TypeSafe AI Jev benchmark audit, and in-browser WebGPU playground.
JEVLAB ARTEnglishSource-linked curation
Observable browser stealth game: Jev makes typed guard judgments while deterministic code owns the world.
JEVLAB ARTEnglishSource-linked curation
Fast JEV compaction extension for pi.
JEVLAB ARTEnglishSource-linked curation
Open-source Chrome extension that filters AI-generated prose and ads with Jev.
JEVLAB ARTEnglishSource-linked curation
Browser-only playground for Jev (TypeSafe AI's decision model) via Vercel AI Gateway.
JEVLAB ARTEnglishSource-linked curation
Browser Use Olympics by Almond: one prompt, five events, one clock. Plus fast loop, a ~200-line browser computer-use agent (Chrome DevTools + TypeSafe Jev).
JEVLAB ARTEnglishSource-linked curation
INSTRUCT_JEV - TypeSafe AI Jev / System One instruction corpus (choice/noul/score), compiled by DeckerGUI. 119 rows. Mirrored on HuggingFace.
JEVLAB ARTEnglishSource-linked curation
Chrome extension that re-ranks Google results with TypeSafe Jev and folds away sales pages and SEO filler.
JEVLAB ARTEnglishSource-linked curation
Talk to your Mac. Local whisper.cpp + one Jev (TypeSafe) call per command + macOS automation.
JEVLAB ARTEnglishSource-linked curation
Interactive TypeScript coding CLI with typed routing, decision programs, and validated formal trees driven by Jev.
JEVLAB ARTEnglishSource-linked curation
Jev plays browser table tennis in real time: structured telemetry, typed decisions, ordinary Chrome inputs, and auditable evidence.
JEVLAB ARTEnglishSource-linked curation
TypeScript browser agent for ego lite: Jev Ultrafast indexed actions, TypeSafe Jev decisions, persistent observe/act CLI. No Chrome or Playwright.
JEVLAB ARTEnglishSource-linked curation
Build versioned judgment functions on TypeSafe's Jev once, then call the same published version from your backend over HTTP and from coding agents over MCP. The vendor key stays on your machine.
JEVLAB ARTEnglishSource-linked curation
A local computer-use fast path for Codex and Waku, designed for developers.
JEVLAB ARTEnglishSource-linked curation
A prose linter that sniffs out AI writing tells. Zero dependencies, countable rules plus one judgment model.
JEVLAB ARTEnglishSource-linked curation
Chrome extension that labels every post on X (Substance · Humor · Chit-chat · Promo · Junk · AI-written) with TypeSafe Jev, and hides the ones you don't want.
JEVLAB ARTEnglishSource-linked curation
Experimental decision protocol whose Jev adapter evaluates framed evidence with typed choices, while application code validates permissions and commits simulated demo actions.
JEVLAB ARTEnglishSource-linked curation
2D autonomous car simulation in the browser, driven by TypeSafe's Jev decision model.
JEVLAB ARTEnglishSource-linked curation
Standalone Android agent for Mobilerun where Jev makes every decision, with a live React studio and an Uber demo.
JEVLAB ARTEnglishSource-linked curation
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4 HIGHLIGHTS
BẢN DỊCH
4 clicks / 7d
Agents & browsers
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