Post de lançamento do Jev
Diogo Almeida apresenta o Jev, o modelo de decisão estruturado do TypeSafe. Assistir ao filme de lançamento e explorar o fio original para o abordagem do modelo, exemplos e desempenho relatado pelo autor.
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Recent activityA FIELD GUIDE TO JEV / VOL. 01
O melhor de Jev: projetos reais, guias práticos e ideias de toda a internet.
Diogo Almeida apresenta o Jev, o modelo de decisão estruturado do TypeSafe. Assistir ao filme de lançamento e explorar o fio original para o abordagem do modelo, exemplos e desempenho relatado pelo autor.
O anúncio oficial de lançamento do TypeSafe apresenta o laboratório e direciona os desenvolvedores ao Jev. Inclui o filme de lançamento de Diogo Almeida e a introdução original.
TypeSafe anuncia acesso público ao Jev sem lista de espera. O console oficial é o ponto de partida para testar decisões tipadas em seu próprio aplicativo.
TypeSafe destaca a abordagem de saída tipada do Jev: aplicações fornecem estado e perguntas, depois atuam sobre probabilidades, escolhas ou pontuações. A anúncio vinculado também aborda a integração da API Venice.
Start with the Launch Post. Explore four official signals.
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AI-assisted summaries and translations. Check original sources for context and performance claims.
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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Jev controls both hands and fingers to play piano in real-time based on visual input.
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Jev enables flexible, type-safe classification as a fundamental programming primitive.
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Jev demonstrated over 5x faster performance than other models in testing.
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A self-hosted skills library with optional Jev recommendations.

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A demo project enabling voice commands for Fusion 360, where Jev identifies if speech is a command or casual talk.
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A integração do SuperX com Jev permite a classificação rápida de posts, analisando 61 perguntas por post em menos de um segundo com alta precisão na previsão de potencial viral.
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Jev rapidly analyzed news articles to suggest relevant stories for brands at a low cost.
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A developer project using Jev to play Pokémon Red by typing each turn.

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GitHub project for content moderation with category-specific probability thresholds. Enables automated content filtering.

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A community post describing an offline decision system using Jev to evaluate research branches efficiently.
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A community project for training a Jev-like architecture using a reverse-engineered model.
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Jev predicts upcoming shell commands by analyzing historical command data.
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A community post suggests Jev accelerates computer use, claiming 100x faster processing than standard LLMs.
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Jev controls a city's traffic in a simulation project.

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A browser-based search tool that uses a 27K-parameter model to parse queries with Jev's assistance.
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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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Runnable Jev examples through OpenRouter for immediate implementation.

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Jev rapidly analyzes competitor ads with detailed classification and cost efficiency.
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Jev analyzes session replays to identify issues and generate bug fix PRs at low cost.
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A tool that finds local makers using Jev, claiming high accuracy.
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A livestream analyzing Jev's architecture for JSON-predicting models.
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Jev semantically formats spreadsheets instantly, with suggestions for integration into other platforms.
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5–10x faster browser operations: Jev clicks, Codex thinks and verifies. Built at EZCollegeApp.

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A community post describes using Jev to analyze news for stock investment opportunities.
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A community post compares Jev's performance to Astra in gaming scenarios, highlighting its unique approach.
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A tool developed using Jev to create a voice builder for Youform, noted for its speed.
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Test report using Jev to check each agent action first: most attacks caught, almost no false blocks.
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A log analysis tool that groups 22.8M lines into patterns and uses Jev to review key patterns.
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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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An experiment to enable Jev to perform dogfighting, with ongoing improvements.
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Jev AI performs quality checks on action labels for physical AI training data at high speed.
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A 2-minute song composed by Jev-thoven using first principles.
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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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A developer project for the agents shelf featuring a local MCP gateway with Jev tool discovery and a dashboard.

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A tool that analyzes Tetris board positions and selects optimal placements in under half a second.
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Jev melhora a eficiência da pipeline de segurança, oferecendo redução de custo de 5x e processamento mais rápido, mantendo maior precisão do que modelos menores.

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AskJev — Jev autopilot for any website + guard on irreversible clicks (TypeSafe System One, not Claude).
github.comranjan2829/AskJevVer projeto ↗Source-linked curation
Jev selects legal moves in a game of chess, compared to reasoning models.

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A method for expressing emotions through sound-based communication.
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A Stop hook that stops your coding agent from stopping too early. Plain-language rules, judged by jev.
github.comnoplan-inc/limpetVer projeto ↗Source-linked curation
CLI and agent skill for TypeSafe System One (Jev): typed Choice, Score, and Noul judgments.
github.comgeilt/typesafe-cliVer projeto ↗Source-linked curation
An agent system that makes one Jev decision per computational step.

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A code search tool for agents to find behavior patterns instead of text strings.
github.comnassim-arifette/jevgrepVer projeto ↗Source-linked curation
The invalidation layer for AI memory. Every fact gets a lease; new evidence ends it. Built on TypeSafe Jev.
github.comchopratejas/invalidateVer projeto ↗Source-linked curation
Official TypeSafe reference: Guardrails for LLMs.
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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.
github.comeugeniughelbur/jev-engineeringVer projeto ↗Source-linked curation
Jev, TypeSafe's System One model, plays chess against any OpenRouter LLM, Stockfish and you. One-page web app with live moves, Jev's move probabilities, saved games and win rates.
github.comchoxos/jevchessVer projeto ↗Source-linked curation
TypeSafe Jev playground — custom Choice/Score/Noul builder with live distributions.
github.comndolinschi/jevplayVer projeto ↗Source-linked curation
Pydantic AI capabilities made stronger with Jev: small runnable demos, one file each.
github.comadtyavrdhn/pydantic-jev-examplesVer projeto ↗Source-linked curation
A social media feed optimized using user bookmarks and Jev's analysis.
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Turn your AGENTS.md preferences into a fast, Jev-powered AI linter.
github.comdoeixd/jev-prefVer projeto ↗Source-linked curation
MCP server exposing TypeSafe Jev as typed, calibrated judgment tools: classify, score, check, batched ask. Ships as a Claude Code plugin.
github.comrashedInt32/jev-mcpVer projeto ↗Source-linked curation
Jev controls live 3D character expressions with real-time decision-making.
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Using Jev on Cloudflare Workers to improve search and content tagging efficiency on keep.md.
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Jev generates 100 images from sources like NASA and The Met based on a single prompt.
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A staged code-review workflow and local dashboard built with TypeSafe Jev.

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A resource explaining Jev's functions, costs, and evaluation metrics as TypeSafe's System One model.

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Instinct: describe a case in free text and Jev picks the UI from a fixed catalog without generating a line of code or copy.
github.comjoevidev/ui-generator-instinct-jevVer projeto ↗Source-linked curation
A community post about improving a Slack agent's speed using Jev for faster skill and tool classification.
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A tool that provides quick actions based on clipboard content, specifically for macOS.
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TypeSafe (Jev) vs DeepSeek-flash: side-by-side speed/token/cost/accuracy comparison across invoice extraction, email classification, and reranking.
github.commarkfive-proto/typesafe-vs-deepseekVer projeto ↗Source-linked curation
Jev enables fast search of physical library indexes.
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Jev-augmented Playwright MCP proxy — page-state triage, prompt-injection shielding, goal-based snapshot pruning, risky-action gating. Drop-in wrapper around @playwright/mcp for any coding agent.
github.comkrw82/jev-playwright-mcpVer projeto ↗Source-linked curation
A community experiment using Jev as a plugin in Claude to reduce unnecessary tool calls, cutting token count from 1M to 86K.
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Jev-compatible System 开源Jev.
github.comGPT-AGI/OpenJevVer projeto ↗Source-linked curation
Application of TypeSafe Jev (noul judgment primitive) on the collusion.wiki corpus: agent vs human page authorship, head-to-head vs local Qwen3.8-Flash-Next.
github.comsypherin/jev-trace-classifierVer projeto ↗Source-linked curation
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.
github.comShifros/Search-Function-TestVer projeto ↗Source-linked curation
Krunker-style 1v1 FPS where Jev decides move, aim, ADS, fire, and jump at about 9 Hz.
jev-arcade.vercel.appJev ArcadeVer projeto ↗Source-linked curation
Jev integrates with Netlify's AI Gateway for zero-configuration use.
www.netlify.comJev on Netlify AI GatewayVer projeto ↗Source-linked curation
A Chrome extension that brings TypeSafe's Jev to X.com to analyze posts as you browse.
github.comelpumberto/barruntoVer projeto ↗Source-linked curation
A macOS tool for identifying safe ports to stop, developed as a GitHub project.

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