A FIELD GUIDE TO JEV / VOL. 01
Das Beste von Jev: echte Projekte, praktische Anleitungen und Ideen aus dem Netz.
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 ↗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.
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.
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.
A live Bluesky feed with real-time emotion detection and user avatar matching.
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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 tool that finds local makers using Jev, claiming high accuracy.
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Ian NuttallUsing Jev on Cloudflare Workers to improve search and content tagging efficiency on keep.md.
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khaledDemonstration of Jev's capability for rapid variable generation in development workflows.
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Nate HerkJev tags X posts in real time with labels like 'breaking,' 'golden nugget,' or 'slop'.
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A mahjong coach that uses Jev to suggest tiles to discard in Japanese.
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Screens 360 resumes in 24.2 seconds with low cost and automated scoring.
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A tech publication highlights Jev as an AI model offering a cost-effective and efficient approach to software intelligence.
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aniolA speech analysis tool that evaluates 30-second speeches for pauses, filler words, and confidence, providing feedback for improvement.
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RomànA community post demonstrating Jev's ability to score 700 leads and predict outreach message performance in 40 seconds.
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Mike TaylorA tool using Jev to efficiently evaluate content by producing probabilities instead of text, faster and cheaper than traditional models.
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Alan DaitchJev AI plays Tetris at high speed, completing 357 pieces and 134 lines in 2 minutes. Demonstrates rapid decision-making capabilities.
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Retriever AI evaluates Jev's performance on real browser tasks, identifying strengths and areas for improvement in integration with larger models.
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Voice command integration for the Autumn billing dashboard to streamline tasks.
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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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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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nader dabitA tool that interprets spreadsheet intent rather than just recalculating numbers, providing rapid contextual analysis.
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A playful tool using Jev to provide random answers to questions.
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Offline Obsidian search with optional Jev reranking of results, requiring user approval before reranking.
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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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Matthew BermanA focus group experiment using Jev to make scroll or stop decisions on ads.
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Jev is utilized for decision-making processes on Cloudflare, including support routing and risk management.
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A community post about humor management on a social platform.
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A community post describing an SEO audit using Jev to analyze website internal links in 45 seconds.
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Jev conducts a sentiment-based stock market analysis for the Danish market in 2025, using diverse data sources with low cost.
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vogelA system tested on 1,500 emails for classification effectiveness. Demonstrates potential for automated email management.
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Jev attempted to draw on a pixel canvas but failed to produce recognizable output, indicating limitations in its generative capabilities.
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Ira BodnarJev handles seven SEO and GEO workflows, including competitor page analysis, citation likelihood, and content optimization.
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A community tool leverages Jev to identify relevant X discussions for business outreach.
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Higgsfield AIA process using Jev to filter and select assets, then generate ad creatives with DeepSeek and Higgsfield.
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NotteJev automates browser tasks by selecting actions from a dynamic action space.
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x.comA 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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Eric ZhangA Jev-compatible public API using an open model for fast parallel processing.
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Robert YangJev semantically formats spreadsheets instantly, with suggestions for integration into other platforms.
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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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A React app that estimates an age range based on a Korean name, described as a developer tool.
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Ira BodnarReduces SEO and GEO fix costs by 90% through faster data analysis and automation.
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A guide explaining how to integrate Jev with Pydantic AI agents for type-safe operations.
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An agent project that enforces policies by judging Claude Code tool calls.
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A moderation system for Mastra agents that processes inputs in a single file.
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生ビールA local Jev model for processing tasks with potential for improved speed.
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Jev plays Connect Four on OmarchyLinux, demonstrating real-time decision loops with structured state.
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toksA community post describes using Jev with an LLM to play Doom, exploring multiple future outcomes.
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Ein typsicheres Elixir-Port des offiziellen TypeScript AI SDK mit integrierten LLMs, Streaming-Text, strukturierten Ausgaben, Werkzeugaufrufen und agenzialen Workflows.
github.comnshkrdotcom/typesafe_sdkProjekt ansehen ↗Source-linked curation
Riley BrownA community project describes an agent system that uses Jev to route requests to appropriate models.
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A resource discussing a new model type that outperforms LLMs in specific areas, collected for the tools shelf.
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A staged code-review workflow and local dashboard built with TypeSafe Jev.
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Sarvagya KulshreshthaA community post describing a system that matches one candidate to 400 companies with a confidence score in 12 seconds.
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Multi-axis writing quality checker powered by TypeSafe AI's Jev model. Separate named checks, each with its own verdict and confidence.
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A community post details a Pac-Man game where every move is determined by Jev, offering strategic insights.
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Jev is used in mobile end-to-end testing with improved efficiency.
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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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Camera-only autonomous drone in MuJoCo with a small judgment model (TypeSafe Jev) in the loop at 2.5Hz.
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Sawyer HoodJev automates the filling of prompt boxes by selecting appropriate agents, models, or computers for specific tasks.
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Jev-assisted file retrieval and request caching for faster Pi workflows.
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Niaz MorshedAn experimental local-first plugin for coding agents that uses Jev to provide quality feedback during development.
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aresA claim about Jev's capability to process large volumes of ad data quickly, described as a market disruption.
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Riley BrownA real-time tool to analyze and categorize tweets for viral potential.
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Jev is demonstrated as a classification model with practical examples.
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Hugo MontenegroIntegration of Jev into a game for fast and cost-effective performance.
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SabrinaA demonstration of Jev's capability to quickly categorize a large volume of Hacker News posts.
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Leonardo Bissoli apresenta decisões estruturadas com Jev, incluindo confiança, limites e exemplos de uso em aplicações.
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A community post exploring Jev's role in improv judging, presented as a creative experiment.
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A deterministic model routing system for coding agents with a skill for Codex.
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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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A tool enhancing zsh autosuggestions with Jev-based ranking instead of prefix matching.
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A developer project offering a Chrome extension to blur low-value LinkedIn posts, collected for the creative shelf.
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Andy GaoA project using Jev to enable fast voice-controlled interactions with a Mac computer.
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A YouTube guide discussing Jev's functionality, pricing, and performance comparisons with Astra, including benchmarking and parallel decision analysis.
YouTube · Projekt ansehenSource-linked curation
A collection of research papers and open reproductions supporting System One models.
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RaZaanA Chrome extension enabling agents to browse and interact with websites, utilizing Jev for decision-making.
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