A FIELD GUIDE TO JEV / VOL. 01
To, co najlepsze w Jev: prawdziwe projekty, praktyczne poradniki i pomysły z sieci.
TypeSafe AI@typesafeaiOFFICIALTypeSafe’s official launch announcement introduces the lab and points builders to Jev. It includes Diogo Almeida’s launch film and original introduction.
Diogo Almeida@CompleteSkepticLAUNCH POSTDiogo Almeida introduces Jev, TypeSafe’s structured decision model. Watch the launch film and explore the original thread for the model’s approach, examples and author-reported performance.
TypeSafe AI@typesafeaiOFFICIALTypeSafe highlights Jev’s typed-output approach: applications provide state and questions, then act on probabilities, choices or scores. The linked announcement also covers the Venice API integration.
x.comAnswers your code can useZobacz projekt ↗TypeSafe AI@typesafeaiOFFICIALTypeSafe announces public access to Jev without a waiting list. The official console is the starting point for trying typed decisions in your own application.
x.comJev opens to everyoneZobacz projekt ↗Four official signals. A fresh starting point on each visit.
286 materiałów
AI-assisted summaries and translations. Check original sources for context and performance claims.
Ultra szybki agent w przeglądarce: Jev wybiera operację i element DOM w jednym żądaniu; mały LLM pisze tylko tekst, gdy potrzebne jest wpisywanie.
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Plugin do Claude Code, który zastępuje podsumowanie kompaktowania decyzjami Jev — każda wywołanie narzędzia i wynik jest oceniany w jednym szybkim żądaniu, przestarzałe są odrzucane lub obcinane, wszystko zachowane pozostaje bez zmian.
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Non-autoregressive decision engine on ModernBERT (151M) with calibrated uncertainty (RLCD), TypeSafe AI Jev benchmark audit, and in-browser WebGPU playground.
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Typesafe's jev as a "fuzzy linter". give your code an ocular patdown.
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Route to the cheapest model in claude code for your task using jev-router.
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Claude Code plugin: trim long Bash output with TypeSafe Jev before the model sees it.
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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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A calibrated context sieve for Claude Code: every tool result is judged by a System One model before it enters context.
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A developer project using Jev for plain-language MCP tool calls without an LLM.
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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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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 developer project for automatic context clearing in Pi without losing conversation history.
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Fast Rust CLI for TypeSafe Jev: typed decisions, offline linting before you pay.
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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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Systematic software development framework for AI coding agents upgraded with TypeSafe Jev System One typed decisions.
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Fast structured Android control loops with TypeSafe Jev and Mobile MCP.
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A GitHub project converting agent skills into Oxlint plugins that involve Jev.
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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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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 Jev powered LinkedIn recruiting agent. Watch it browse relevant profiles, save links, and review evidence against your hiring brief.
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A developer project offering semantic code search for coding agents, benchmarked on SWE-bench Lite.
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Jev-assisted file retrieval and request caching for faster Pi workflows.
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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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Context-pruning proxy for Claude Code and Codex: Jev judges which history is still needed, measured not claimed. POC here now, heading soon into https://github.com/compozy/compozy.
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Proof of concept MCP for Typesafe's new Jev AI model.
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A developer project providing a local MCP server for running pre-made Jev question packs.
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Jev-Tool-Runner is a GitHub project where Jev selects developer tools and Codex generates code based on those selections.
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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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Go CLI and single-binary MCP server exposing TypeSafe judgments to Claude Desktop, Claude Code, and Codex.
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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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Tell Claude Code which installed skill a session needs, using Jev (TypeSafe AI) for the decision and skills.sh for discovery.
github.comlomeshdutta/skill-routerZobacz projekt ↗Source-linked curation
A GitHub project implements a web search tool where Jev selects sources for plain-language queries.
github.commukiwu/jev-search-mcpZobacz projekt ↗Source-linked curation
Effect-based safety gate for AI coding agents' shell commands (OpenCode, Antigravity): fast structural rules, then TypeSafe's Jev or a chat model judges what a command does. Certified with Jev at zero dangerous commands allowed.
github.comgodspede/construct-auto-classifierZobacz projekt ↗Source-linked curation
2D autonomous car simulation in the browser, driven by TypeSafe's Jev decision model.
github.comvinilana/live-jevZobacz projekt ↗Source-linked curation
Type-safe model router. Jev (System One) banks each request to a typed catalog route.
github.comtylerjharden/ailerixZobacz projekt ↗Source-linked curation
Practical, tested recipes for TypeSafe's Jev decision model on OpenRouter: support triage, database indexing, file organizing, tagging, taxonomies, dedupe, PII detection, extraction, search re-ranking and a browser agent.
github.comnexibeo/jev-cookbookZobacz projekt ↗Source-linked curation
Autonomous PlayStation 2 AI Agent with real-time visual telemetry HUD powered by TypeSafe Jev System One.
github.comopaielsheikh/ps2-ai-agentZobacz projekt ↗Source-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.
github.combohutang/siftZobacz projekt ↗Source-linked curation
A moderation system for Mastra agents that processes inputs in a single file.
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Chrome extension that labels every post you scroll past on X with typed Jev judgments and a live cost counter.
github.comoso95/x-scannerZobacz projekt ↗Source-linked curation
A Chrome extension that covers distracting YouTube videos with Jev. Show anyway whenever you want.
github.comjaibhasin/jev-yt-time-saverZobacz projekt ↗Source-linked curation
A Codex plugin that uses Jev to streamline and reduce excessive tool outputs.
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Interactive TypeScript coding CLI with typed routing, decision programs, and validated formal trees driven by Jev.
github.comrhighs/jev-codeZobacz projekt ↗Source-linked curation
Jev DSH 决策引擎｜面向 Agent Harness 的结构化决策插件。原生支持 DeepSeek Harness，通过 iPolloWork 支持 OpenCode、Codex Harness。
github.comDevin-AXIS/jev-dsh-decisionZobacz projekt ↗Source-linked curation
DGUI-HyperMem (DeckerGUI HyperMemory) - self-hosted hybrid memory MCP server on Cloudflare Workers with a JEV (Choice/Noul/Score) reasoning layer and a HuggingFace training-brain flywheel.
github.comctaxnagomi/dgui-hypermemZobacz projekt ↗Source-linked curation
TypeSafe AI (Jev) adversarial reviewer and typesafe_ask tool for the omp coding agent.
github.comsiddicky/omp-typesafeZobacz projekt ↗Source-linked curation
A developer project for agent classification and selective reading using an agent plugin and MCP tool.
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🧹 Fun project: a Chrome extension that asks a tiny AI decision model (TypeSafe Jev) "is this DOM element an ad?" and pops it off the page. BYOK, no backend, not a real ad blocker.
github.comrealZachi/typesafe-adblockZobacz projekt ↗Source-linked curation
Turn your AGENTS.md preferences into a fast, Jev-powered AI linter.
github.comdoeixd/jev-prefZobacz projekt ↗Source-linked curation
Command-line tool for TypeSafe's Jev AI model.
github.comNasrallah-AL/jev-cliZobacz projekt ↗Source-linked curation
Uses typeful jev, zero sync to pull and sync large repositories for issue triage.
github.comcephalization/jev-triageZobacz projekt ↗Source-linked curation
Home Assistant Assist conversation agent powered by TypeSafe's Jev (System One) model.
github.comJanOstrowka/typesafe-assistZobacz projekt ↗Source-linked curation
Automatic model routing for Pi using TypeSafe's Jev through Vercel AI Gateway.
github.commejiasd3v/pi-jev-routerZobacz projekt ↗Source-linked curation
⚡ Sub-100ms cognitive reflexes for autonomous coding agents. Powered by TypeSafe AI's Jev & get-fable.
github.comimMamdouhaboammar/fable-jevZobacz projekt ↗Source-linked curation
Evaluating TypeSafe's Jev as a fast monitor and action gate for agent sabotage in SHADE-Arena, compared with Gemini 2.5 Flash/Pro.
github.comnican2018/shade-arena-jev-monitorZobacz projekt ↗Source-linked curation
INSTRUCT_JEV - TypeSafe AI Jev / System One instruction corpus (choice/noul/score), compiled by DeckerGUI. 119 rows. Mirrored on HuggingFace.
github.comctaxnagomi/instruct-jevZobacz projekt ↗Source-linked curation
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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Typed System One decisions, ranking, verification, and an opt-in Hermes tool gate using TypeSafe Jev.
github.comkeeltrace/hermes-jevZobacz projekt ↗Source-linked curation
A developer project that converts vague agent requests into deterministic commands for improved reliability.
github.comNiazMorshed2007/jcrZobacz projekt ↗Source-linked curation
jev-use (voice). A developer project implementing voice control for macOS with Jev as a fallback option.
github.comcoco-research/jev-useZobacz projekt ↗Source-linked curation
Reusable GitHub Action: agent fix loop gated by checks, an AI reviewer, and TypeSafe Jev.
github.comRipwords/agent-gate-loopZobacz projekt ↗Source-linked curation
Judge agent steps — ok / retry / escalate / stop via TypeSafe Jev.
github.comndolinschi/harnessjudgeZobacz projekt ↗Source-linked curation
A staged code-review workflow and local dashboard built with TypeSafe Jev.
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Hybrid coding harness: System 2 writes, System 1 (Jev) runs reflexes.
github.comAbdelStark/bicameralZobacz projekt ↗Source-linked curation
Jev-powered browser MCP for LLM agents — ~300ms decisions, no LLM tokens in the loop. Benchmark vs Playwright MCP included.
github.comMahmoudAdelbghany/jev-browserZobacz projekt ↗Source-linked curation
A developer project where Jev filters tool results before model processing, aiming to improve efficiency in agent systems.
github.comAstro-Han/jev-harnessZobacz projekt ↗Source-linked curation
Open-source Chrome extension that filters AI-generated prose and ads with Jev.
github.comneddes/sloppy-jevs-extensionZobacz projekt ↗Source-linked curation
Pi coding-agent extension built on the TypeSafe AI System One API (Jev).
github.comtwilwa/pi-typesafeZobacz projekt ↗Source-linked curation
A developer project integrating Jev for judgment tasks within DeepSeek Harness.
github.comHorusJiang/dsh-jev-toolsZobacz projekt ↗Source-linked curation
Computer use for about $0.0002 a step: OCR the screen, classify the next action with TypeSafe, click. macOS.
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