Il post di lancio di Jev
Diogo Almeida presenta Jev, il modello di decisione strutturato di TypeSafe. Guarda il filmato di lancio e esplora il thread originale per l'approccio del modello, esempi e prestazioni riportate dall'autore.
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Recent activityA FIELD GUIDE TO JEV / VOL. 01
Il meglio di Jev: progetti reali, guide pratiche e idee da tutto il web.
Diogo Almeida presenta Jev, il modello di decisione strutturato di TypeSafe. Guarda il filmato di lancio e esplora il thread originale per l'approccio del modello, esempi e prestazioni riportate dall'autore.
L'annuncio ufficiale di lancio di TypeSafe introduce il laboratorio e indica agli sviluppatori di Jev. Include il filmato di lancio di Diogo Almeida e l'introduzione originale.
TypeSafe annuncia l'accesso pubblico a Jev senza lista d'attesa. La console ufficiale è il punto di partenza per provare le decisioni tipizzate nelle proprie applicazioni.
TypeSafe evidenzia l'approccio di output tipizzato di Jev: le applicazioni forniscono stato e domande, quindi agiscono su probabilità, scelte o punteggi. L'annuncio collegato copre anche l'integrazione dell'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.
Plugin per Claude Code che sostituisce il riepilogo della compattazione con decisioni Jev, valutando ogni chiamata e risultato in una singola richiesta rapida e gestendo i dati obsoleti.
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Client Python ufficiale sincrono e asincrono. pip install typesafe-sdk.
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Agente ultra veloce per il browser: Jev seleziona l'operazione e l'elemento DOM in una sola richiesta; un piccolo LLM scrive solo quando è necessario digitare.
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Port Elixir sicuro dal punto di vista tipico dell'SDK ufficiale TypeScript AI (ai / ai-sdk), che fornisce integrazioni LLM unificate, testo in streaming e output strutturati, chiamate di strumenti e flussi di lavoro agenziali. Jev è il loro modello di punta e il primo modello 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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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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GitHub project for content moderation with category-specific probability thresholds. Enables automated content filtering.
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A developer project using Jev to play Pokémon Red by typing each turn.
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A developer project offering semantic code search for coding agents, benchmarked on SWE-bench Lite.
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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.
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A Codex plugin that uses Jev to streamline and reduce excessive tool outputs.
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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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A developer project for the games shelf, where Jev improvises piano with proper questions.
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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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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 Mac voice diary tool that uses Jev for sorting and integrates with Notion.
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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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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 Go client for the TypeSafe API, aimed at developer tools and applications.
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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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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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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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A developer project where Jev assists in browsing by selecting actions, with an LLM planning and citing sources.
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Hunch is a GitHub tool for code review that applies rules written in plain English to analyze and improve code quality.
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WXT browser extension: Jev-powered page clutter removal with reusable template rules.
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An unofficial Laravel package offering typed responses and test fakes for Jev integration.
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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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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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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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Utilizzo del computer a circa 0,0002 dollari per passo: riconoscimento ottico dei caratteri dello schermo, classificazione dell'azione successiva con TypeSafe, clic. macOS.
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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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Fast structured Android control loops with TypeSafe Jev and Mobile MCP.
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Agent Skill: send closed coding-agent judgments to TypeSafe Jev.
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Runnable Jev examples through OpenRouter for immediate implementation.
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A source-backed Jev project directory with a reusable Jev-only GitHub review workflow.
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5–10x faster browser operations: Jev clicks, Codex thinks and verifies. Built at EZCollegeApp.
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Client TypeScript/JavaScript ufficiale con tipi di risposta inferiti. Installazione via npm @typesafe-ai/sdk.
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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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Offline Obsidian search with optional Jev reranking of results, requiring user approval before reranking.
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Jev controls a city's traffic in a simulation project.
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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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One grounded Jev/Playwright core: typed SDK, persistent CLI, and MCP server with native browser operations and deterministic assertions.
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Sostituto TypeSafeClient ufficiale supportato da API di LLM come OpenAI e Anthropic, per confrontare Jev con modelli di chat.
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Jev-assisted file retrieval and request caching for faster Pi workflows.
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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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A self-hosted skills library with optional Jev recommendations.
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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 agent-native routing that selects models based on task complexity.
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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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Jev-Tool-Runner is a GitHub project where Jev selects developer tools and Codex generates code based on those selections.
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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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Context curator for Pi agent using Jev technology.
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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 for automatic context clearing in Pi without losing conversation history.
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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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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 research project enabling SQL queries with real type responses.
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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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A GitHub project converting agent skills into Oxlint plugins that involve Jev.
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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 GitHub project routing tasks by selecting model tier, tools, skill, and effort.
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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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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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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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Parallel web search for terminals and agents, with local Chromium and Jev-guided exploration.
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TypeSafe の Jev を TypeScript SDK で使ってみる最初の 1 歩.
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Let Jev (TypeSafeAI) solve 2048.
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Privacy-first Chrome extension that semantically blocks native ads, sponsored feed cards, and video ads using TypeSafe Jev.
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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.
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Snake controlled by parallel Jev assessments, with one API call per game tick.
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Playjev uses Jev for browser automation with decision-making capabilities.
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Claude Code plugin that scores how well you prompt a coding agent, and shows whether your habits are improving. Runs on TypeSafe's Jev model. Zero added latency.
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