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Recent activityA FIELD GUIDE TO JEV / VOL. 01
Das Beste von Jev: echte Projekte, praktische Anleitungen und Ideen aus dem Netz.
THE OFFICIAL SIGNAL 4 HIGHLIGHTS
Diogo Almeida@CompleteSkepticLAUNCH POSTDiogo Almeida stellt Jev vor, das strukturierte Entscheidungsmodell von TypeSafe. Schauen Sie sich den Launch-Film an und erkunden Sie den ursprünglichen Thread für den Ansatz des Modells, Beispiele und die vom Autor gemeldeten Leistungen.
TypeSafe AI@typesafeaiOFFICIALDie offizielle Launch-Ankündigung von TypeSafe stellt das Labor vor und verweist Entwickler auf Jev. Sie enthält Diogos Almeidas Launch-Film und die ursprüngliche Einführung.
TypeSafe AI@typesafeaiOFFICIALTypeSafe kündigt die öffentliche Zugänglichkeit von Jev ohne Warteliste an. Die offizielle Konsole ist der Ausgangspunkt, um typisierte Entscheidungen in Ihrer eigenen Anwendung zu testen.
JEVLAB ARTTypeSafe AI@typesafeaiOFFICIALTypeSafe betont den typisierten Ausgabeansatz von Jev: Anwendungen geben Zustand und Fragen an, dann handeln sie auf Wahrscheinlichkeiten, Auswahl oder Bewertungen. Der verknüpfte Ankündigungstext behandelt auch die Venice API-Integration.
JEVLAB ARTStart with the Launch Post. Explore four official signals.
1.198 Ressourcen
AI-assisted summaries and translations. Check original sources for context and performance claims.
Experimental semantic line search with TypeSafe Jev via OpenRouter. Python CLI with no runtime dependencies.
JEVLAB ART
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Raihan KhanA tool that analyzes public PR links to determine if they are safe to merge or need review, using Jev's capabilities.
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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.
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Vishesh BaghelA community project using Jev to customize Hacker News content preferences.
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Calibration and confidence-based routing measured on Banking77: 80.2% accuracy at $0.103 per 500 decisions.
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John YeoA community post about improving a Slack agent's speed using Jev for faster skill and tool classification.
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TamirA dynamic form tool using Jev for conditional logic, built with Vercel JSON-render.
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FUn little experiment with Typesafe AI Jev Model playing chess against stockfish :).
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trouA tool that processes trading signals to generate intelligent decisions, enhancing system responsiveness.
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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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Practical guide: playground, Python and JS SDKs, raw HTTP, and the agent skill.
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Know before you click. A Chrome extension that reads articles and YouTube videos ahead of you and says read, skim, save, or skip — with a confidence, tuned to your goals. Open source, MV3, powered by Jev.
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Grep, but the pattern is a description. Filters lines by meaning with TypeSafe's Jev decision model: ~200 ms and a thousandth of a cent per line.
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Jev enables users to create various applications using its architecture, as explained in a YouTube guide.
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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.
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OFFIZIELLTypeSafe AIOfficial TypeSafe reference: Hierarchical classification.
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0xCodilaA setup using Jev and GrokBot to route AI agent tasks efficiently, reducing costs and execution time with a seven-step configuration process.
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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.
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ACME live support-call scoring demo with TypeSafe AI, Effect, SQLite, React, Vite, and Turborepo.
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Claude Code plugin that scores review findings, debug hypotheses and design options with TypeSafe's Jev — calibrated probabilities instead of one more opinion.
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A small, fast prose linter: ruff-style rule codes for writing, backed by TypeSafe's Jev model.
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Stop guessing confidence thresholds: calibrate, threshold, and drift-check typed decision models (TypeSafe Jev) against an LLM teacher.
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Val Town demo where 16 typed judgments update live as you type.
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Rule-based slop grader for text files powered by Jev: evaluates markdown against customizable rulesets, outputting violation flags and scores for an AI agent to auto-fix.
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A community post describing 500 real-time agents operating in a 3D environment with notable performance metrics.
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Per-turn model & reasoning routing for Codex, driven by Jev (TypeSafe System One): picks the model, thinking depth and speed mode for every turn.
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在 X 的时间线上，给每条帖子标出它想让你干什么。判断来自 Jev，一个只返回概率、不生成文本的模型。
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Typed decisions from a System One model. An uncertain answer is a different type from a confident one — and the compiler makes you handle it.
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A command-line interface for Jev that provides answers and exit codes based on input questions.
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Openvons (open-Jev): 有限選択肢に確率で答える判断層 — テキスト / 画像 / 日本語音声コマンド.
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Jozef GhermanA free AI tool built on Jev that quickly scans text for low-quality content, processing around 10,000 words in 2 seconds.
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Max BladeAn always-on assistant built with Jev that operates without a wake word, using probability to distinguish user intent.
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Connect WordPress to TypeSafe's Jev System One model for structured decisions (choice, score, noul).
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A skill for writing and improving programs that call Jev, TypeSafe's System One model.
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Calibrated 151M Non-Autoregressive Decision Engine beating TypeSafe Jev & Laya on LocalLLaMA/typed-decisions (77.10% acc, 0.0636 Brier, 0.0144 ECE).
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Idan LevinJev achieved 100% task success on the WebMCP benchmark with significantly lower model costs compared to other systems, using a combination of tool selection and argument generation.
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Every tool call your agent makes, checked before it runs. A Claude Code plugin that uses TypeSafe AI's Jev to verify each pending tool call against the session plan, then allows it, asks you, or blocks it. Proof of concept.
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Benchmarks and a playground for TypeSafe's Jev (System One) model: chess, and who-is-the-player-talking-to for speech-to-text game NPCs.
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Jev plays browser table tennis in real time: structured telemetry, typed decisions, ordinary Chrome inputs, and auditable evidence.
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PulseLane — clinic triage decisions via TypeSafe Jev.
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Non-Autoregressive AI Agent Decision Model. Open-source SOTA alternative to TypeSafe Jev. O(1) Tool Routing & DOM Automation on Qwen3.5-2B .
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A resource detailing a test of Jev on 12 real-world scenarios, including speed, cost, and practical applications.
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Chrome-devtools-mcp plus one tool: Jev walks the browser to the right spot, then your agent makes a single devtools call there.
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A system that generates text one character at a time using Jev, employing a classifier in an autoregressive loop.
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Effect-agnostic Scala 3 client for the System One API that runs on any sttp backend (Future, cats-effect, ZIO, Monix, or blocking) with answers typed by question value.
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x.comExplains Jev's role in automating decision-making processes and enabling new business models through efficient task sorting and classification.
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A voice-controlled interface for Figma utilizing Jev, demonstrating low-cost AI integration for design tools.
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Small Python package that uses typesafe.ai to evaluate code comments on certain heuristics.
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A GitHub project implements a web search tool where Jev selects sources for plain-language queries.
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Active-learning CLI that uses human labels and GEPA to improve Jev decision definitions.
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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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Offizielles TypeScript/JavaScript-Client-Tool mit abgeleiteten Antworttypen. npm install @typesafe-ai/sdk.
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A resource explaining Jev Engineering methodology for AI agent development.
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An unofficial Laravel package offering typed responses and test fakes for Jev integration.
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x.comJev offers structured decision-making for security workflows with high speed.
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Pure Jev that can "type" and drive towards task completion.
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Jev from @typesafeai plays Balatro, making quick decisions on cards and gameplay within 200-500ms.
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Sim AudienceA community post describes an A/B test using Jev to analyze 4,000 demographic profiles, demonstrating its speed in processing and evaluating content.
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A developer project using Jev to play Pokémon Red by typing each turn.
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A TypeSafe/Jev agent that plays Super Mario Bros. from structured emulator state.
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Test a post against 10,000 synthetic personas before you publish it.
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A community post describes Jev attempting to play Resident Evil, testing its ability to handle 3D environments, objectives, and combat scenarios.
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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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Alan DaitchAgent automates second-hand product search and decision-making. Processes 26 listings per minute with fast evaluation times.
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GitHub project for content moderation with category-specific probability thresholds. Enables automated content filtering.
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Experimental: live X draft viral scorer powered by TypeSafe Jev.
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Search the web with TypeSafe's Jev: source selection, query understanding and relevance ranking. Built with Search1API.
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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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Agent tool/MCP call gate — allow / ask_human / deny via TypeSafe Jev.
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Jev labels category, urgency, and human-versus-auto handling for support tickets.
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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.
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An agent project aimed at reducing token usage for coding agents via an MCP server.
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