A FIELD GUIDE TO JEV / VOL. 01
Das Beste von Jev: echte Projekte, praktische Anleitungen und Ideen aus dem Netz.
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 useProjekt ansehen ↗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.
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 everyoneProjekt ansehen ↗Four official signals. A fresh starting point on each visit.
1.198 Ressourcen
AI-assisted summaries and translations. Check original sources for context and performance claims.
Tutorial covers API setup and building prototypes with Jev and LLMs.
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Mau BaronJev autonomously controls multiple characters in a video game with rapid decision-making.
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Jarrod WattsA trading bot using Jev to decide buy/sell actions based on asset price feeds and executing real trades.
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Rob HallamSuperX integriert mit Jev ermöglicht schnelle Post-Bewertungen mit hoher Genauigkeit bei der Vorhersage von Viralität.
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A 30-minute internal session on Jev attended by over 50 engineers, generating more than 50 product ideas.
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x.comA community post shares a tech talk by Jev's founder, highlighting its speed, cost-effectiveness, and lack of hallucination.
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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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x.comA collection of notable Jev projects shared on X, highlighting various applications and experiments.
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Peter WangX timeline labeler. A community post describing a Chrome extension that categorizes X posts into types like engagement bait or promo.
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Diogo AlmeidaDiogo 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.
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omar ✌️A system that quickly captures user interface flows on demand, enabled by Jev's fast processing capabilities.
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OpenRouterJev demonstrated over 5x faster performance than other models in testing.
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Fayaz AhmedAn image classifier using OCR and Jev processes 900 images in 40 seconds.
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A project where Jev attempts to defeat the Pokémon League in Pokémon Gold, using basic controls to navigate and win.
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HassanA project classifying 1,018 AI research papers using Jev, achieving low cost and fast processing for organizing academic work.
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Paul WeiJev model demonstrates fast decision-making in a strategy game. Achieves high-speed gameplay with minimal visual feedback.
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Tool for systematic reviewers to extract information from research articles efficiently.
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A user creates music by giving real-time voice commands to Jev.
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A developer project featuring a small Jev-like model running on a MacBook, collected for the tools shelf.
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A community post about using an agent for autonomous Pokémon shiny hunting with automated resets and checks.
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OpenTelemetry Collector connector that uses Jev to assess metric metadata and apply retention policies before export.
github.comishantanu/jevmetricsProjekt ansehen ↗Source-linked curation
Community Rails integration on the typesafe-sdk gem: configuration, persisted usage and cost telemetry, and opt-in confidence policies.
github.comGenieRobot/typesafe-ai-railsProjekt ansehen ↗Source-linked curation
JEV picks which stream idea becomes the live MVP. TypeSafe System One decision board.
github.comtylerjharden/harden-jev-decidesProjekt ansehen ↗Source-linked curation
@ai-sdk/typesafe-ai plus experimental_evaluate; use jev-latest as an evaluation model.
ai-sdk.devVercel AI SDK providerProjekt ansehen ↗Source-linked curation
A community experiment demonstrating Jev's interaction with a video game.
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Dev.to walkthrough of the Vercel AI SDK evaluate integration.
dev.toHe says he co-invented ChatGPT. His new AI will not write a wordProjekt ansehen ↗Source-linked curation
Open-source Jev-style System One decision model. Gemma 3 270M with a scoring head — fast, calibrated decisions in a single forward pass. No text generation. Inspired by TypeSafe.ai's Jev.
github.comakash-kamat/system-one-gemmaProjekt ansehen ↗Source-linked curation
A gaming project enabling seamless switching between manual and AI-driven gameplay using Jev.
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Detects low-quality content in real-time as users scroll.
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Reproducible Jev Ultrafast research-browser eval harness + field note (QC’d cases, suite runner, report generator). Not investment advice.
github.comjgridifier/jev-research-evalProjekt ansehen ↗Source-linked curation
Jev successfully played and won a match in the game Clash Royale.
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A stronger one-pass scorer over a variable list of text options: hashed n-gram encoder, rival-aware attention, gated head, temperature scaling, benchmarked against jevlike.
github.comolanotolu/jevbetterProjekt ansehen ↗Source-linked curation
Official TypeSafe reference: Double-checking citations.
docs.typesafe.aiSTATE → DECISION → CODEProjekt ansehen ↗Source-linked curation
RuneBench harness for TypeSafe's Jev: bounded action catalog, tick-mode controller and a live dashboard.
github.comSkyvern-AI/jevscapeProjekt ansehen ↗Source-linked curation
JEV HUB · X 上关于 TypeSafe AI「系统一模型」Jev 的长文与演示视频聚合（保留原链与作者）｜ 谁是专家 出品.
github.commizzlelover/jev-hubProjekt ansehen ↗Source-linked curation
A developer project for lead scoring in Clay using Jev.
github.compromptgtm-shared/clay-jev-people-rankerProjekt ansehen ↗Source-linked curation
hanzAn experiment to enable Jev to perform dogfighting, with ongoing improvements.
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A developer project for automatic context clearing in Pi without losing conversation history.
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Chris TateA community tool allowing Jev to make decisions through command-line interactions for agent systems.
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EmbodiedJev: MuJoCo robot decision workbench with MiniCPM5-2B, Jev and compatible model APIs.
github.comFBddcz/embodied-jevProjekt ansehen ↗Source-linked curation
Hamed ValigholizadehA community post showcasing Jev's ability to rank exam questions by likelihood of appearing on real tests within 80 seconds.
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三大クラウドの機能名を、TypeSafe AI の System One モデル Jev が確率つきで判定するデモ.
github.comminorun365/jev-cloud-quizProjekt ansehen ↗Source-linked curation
nader dabitJev's effectiveness in performing intent-based search within Gmail.
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High-throughput synthetic & pretraining dataset sifter powered by TypeSafe AI Jev (api.typesafe.ai). Stream, filter, and score Parquet & JSONL datasets at 1,500+ rows/sec using System One typed decisions (Choice, Score, Noul).
github.comAkashPriyadarshii/jev-curateProjekt ansehen ↗Source-linked curation
Using Jev as an evaluator.
github.comdanielgshea/jev-as-a-judgeProjekt ansehen ↗Source-linked curation
Chris AdcockJev enables Grok Bot to control real Chrome for faster, automated tasks instead of slow look-and-click methods.
x.comJev driving real Chrome from Grok BotProjekt ansehen ↗Source-linked curation
Offizielle Agent-Fähigkeiten für Claude Code, Codex und kompatible Agenten: Grundlagen, Muster und Struktur von Bewertungen.
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Real-time League of Legends win-probability overlay using Jev to analyze game state and predict outcomes.
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Aditya SinghA demo project enabling voice commands for Fusion 360, where Jev identifies if speech is a command or casual talk.
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A curated list of tools, integrations, and experiments built on Jev, TypeSafe AI's System One model for fast, typed decisions.
github.comckaraca/awesome-jevProjekt ansehen ↗Source-linked curation
Not every coding task needs your best model. Experimental Jev-powered model routing for Claude Code — V3 prototype runs today, V4 routes at the task boundary.
github.comMongLong0214/jev-gateProjekt ansehen ↗Source-linked curation
A community project exploring Jev's potential to evaluate agent progress beyond basic trace data.
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A Rubik's Cube that uses Jev AI to solve itself using a human-like method rather than optimal algorithms.
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Fish-style zsh history autosuggestions ranked by Jev (TypeSafe).
github.commrnugget/jev-shell-historyProjekt ansehen ↗Source-linked curation
Marek SotakA tool that monitors user interactions and intervenes only when it detects confusion or difficulty, using Jev to determine appropriate responses.
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Pre-alpha PostgreSQL extension for TypeSafe AI (Jev) categorical classification.
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Helper n8n community node for Jev by TypeSafe. Classify, route, and score text with questions you define, and get a probability for every answer so unsure items can go to review.
github.comvibe-with-me-tools/n8n-nodes-jevProjekt ansehen ↗Source-linked curation
A guide explaining Jev's approach to making typed decisions rather than processing text.
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An experimental JEV-powered framework for forecasting short-term stock price direction from structured market data.
github.comsosopop/jev_stockProjekt ansehen ↗Source-linked curation
Three composable judgment pipelines on TypeSafe's Jev: support-ticket triage, observability alert triage, and a deploy-risk gate.
github.comshivam2003-dev/typesafe-triage-guardProjekt ansehen ↗Source-linked curation
A fire evacuation simulation where each person makes Jev-style decisions.
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Official TypeSafe reference: Composite scoring.
docs.typesafe.aiSTATE → DECISION → CODEProjekt ansehen ↗Source-linked curation
An optimized inference engine to turn LLMs into Jev-like machines: optimized for quick, lightweight, and accurate decision-making, classification, and scoring.
github.comMintzs/jevifyProjekt ansehen ↗Source-linked curation
Fast structured Android control loops with TypeSafe Jev and Mobile MCP.
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Talk to your Mac. Local whisper.cpp + one Jev (TypeSafe) call per command + macOS automation.
github.comkevinbadi/jev-voiceProjekt ansehen ↗Source-linked curation
An experiment using Jev for real-time model selection in AI agents, collected for the agents shelf.
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A livestream analyzing Jev's architecture for JSON-predicting models.
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An observable raw-character chat experiment powered entirely by TypeSafe Jev Choice.
github.comkesku/jev-freeformProjekt ansehen ↗Source-linked curation
Single-agent Pi coding coprocessor with Jev semantic gates, baseline-to-current diff review, and append-only observability telemetry.
github.comKamilPostrozny/pi-jev-codeProjekt ansehen ↗Source-linked curation
Put a live Jev (TypeSafe) meter on any video: every sentence scored, rendered as a 16:9 edit.
github.comChetasLua/jevmeterProjekt ansehen ↗Source-linked curation
Trinay HariA 26-sheet construction plan set was classified in 2.9 seconds using Jev with an LLM pipeline, costing $0.0052 and matching GPT-4.1 and GPT-6 Astra performance.
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Claude Code Stop hook that checks an AI assistant's claims against what it actually read this session, using TypeSafe's Jev as the judge.
github.comVladyslavHontar/clear-headProjekt ansehen ↗Source-linked curation
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