The Jev launch post
Diogo 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.
A FIELD GUIDE TO JEV / VOL. 01
Yang terbaik dari Jev: proyek nyata, panduan praktis, dan ide dari seluruh internet.
Diogo 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 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 everyoneLihat proyek ↗TypeSafe 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 useLihat proyek ↗TypeSafe’s official launch announcement introduces the lab and points builders to Jev. It includes Diogo Almeida’s launch film and original introduction.
Four official signals. A fresh starting point on each visit.
1.198 sumber
AI-assisted summaries and translations. Check original sources for context and performance claims.
Perencana query berbasis Jev yang meningkatkan kinerja Postgres dengan peningkatan kecepatan 12% pada benchmark urutan gabungan.
Source-linked curation
A collection of 19 open-source projects using Jev technology for various applications including AI agents and game interactions.
Source-linked curation
A setup using Jev and GrokBot to route AI agent tasks efficiently, reducing costs and execution time with a seven-step configuration process.
Source-linked curation
A prose linter that sniffs out AI writing tells. Zero dependencies, countable rules plus one judgment model.

Source-linked curation
Context curator for Pi agent using Jev technology.

Source-linked curation
Jev evaluates the pacing of a frontier-AI essay written by @DarioAmodei.
Source-linked curation
Typed, confidence-aware agent skill routing with TypeSafe Jev.

Source-linked curation
A project using Jev for skill routing in an agent system, based on community development.
Source-linked curation
A Jev-compatible public API using an open model for fast parallel processing.
Source-linked curation
Testing Jev as a search reranker shows limited improvement over vector retrieval, with mixed results depending on evaluation methods.
Source-linked curation
A chat bot using Jev without a large language model, providing instant responses by integrating web search, Wikipedia, weather, and other tools.
Source-linked curation
Uses Jev to decide which AI model to use before generating output, based on prompt and quality requirements.
Source-linked curation
A Rubik's Cube that uses Jev AI to solve itself using a human-like method rather than optimal algorithms.
Source-linked curation
An ad blocker extension using AI for real-time classification and removal of ads.
Source-linked curation
A developer project for automatic context clearing in Pi without losing conversation history.

Source-linked curation
A community post suggests Jev accelerates computer use, claiming 100x faster processing than standard LLMs.
Source-linked curation
A YouTube guide explaining Jev's functionality, including browser use, classification, and code review without an LLM.
YouTube · Lihat proyekSource-linked curation
Jev differs from LLMs by evaluating predefined decisions directly, enabling parallel processing of independent questions.
Source-linked curation
Evidence-backed index of real-world Jev (TypeSafe AI System One) use cases: repos, patterns, benchmarks, and measured results.
github.comanandi1989/awesome-jev-usecasesLihat proyek ↗Source-linked curation
A community project uses Jev to detect AI-generated text, providing real-time sentence-by-sentence analysis.
Source-linked curation
A community guide outlining 10 steps to implement Jev for faster decision-making in AI agent systems.
Source-linked curation
Everyday Stocks Status with Jev.

Source-linked curation
A system using Jev to interact with computer interfaces without screenshots, relying on local CoreML models and OCR.
Source-linked curation
A community project exploring Jev's potential to evaluate agent progress beyond basic trace data.
Source-linked curation
A fire evacuation simulation where each person makes Jev-style decisions.

Source-linked curation
A moderation system for Mastra agents that processes inputs in a single file.

Source-linked curation
Jev tags X posts in real time with labels like 'breaking,' 'golden nugget,' or 'slop'.
Source-linked curation
A community project enabling hands-free web navigation by having Jev handle browser actions while Claude manages conversation.
Source-linked curation
Agent Skill: send closed coding-agent judgments to TypeSafe Jev.

Source-linked curation
A small, extensible decision-to-action harness for TypeSafe Jev.

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

Source-linked curation
A tool that analyzes Tetris board positions and selects optimal placements in under half a second.
Source-linked curation
A community post showcasing Jev's ability to rank exam questions by likelihood of appearing on real tests within 80 seconds.
Source-linked curation
A self-hosted skills library with optional Jev recommendations.

Source-linked curation
A community post detailing a dashboard that classifies X posts across eight dimensions using Jev for content research.
Source-linked curation
A community post about using Jev for incident triage in Box, returning boolean results with probabilities.
Source-linked curation
Jev tests shooting skills in the arcade game Time Crisis, with a harness to assist performance.
Source-linked curation
A developer project providing a local MCP server for running pre-made Jev question packs.

Source-linked curation
Runnable Jev examples through OpenRouter for immediate implementation.

Source-linked curation
A tool that processes trading signals to generate intelligent decisions, enhancing system responsiveness.
Source-linked curation
Steve Krouse's playable 16-judgment demo and video.
Source-linked curation
Jev rapidly analyzes competitor ads with detailed classification and cost efficiency.
Source-linked curation
A YouTube guide discussing Jev's functionality, pricing, and performance comparisons with Astra, including benchmarking and parallel decision analysis.
YouTube · Lihat proyekSource-linked curation
A demo project enabling voice commands for Fusion 360, where Jev identifies if speech is a command or casual talk.
Source-linked curation
Jev predicts upcoming shell commands by analyzing historical command data.
Source-linked curation
Jev generates 100 images from sources like NASA and The Met based on a single prompt.
Source-linked curation
A chess experiment where Jev V13 makes decisions against advanced language models.
Source-linked curation
Uses Jev to conduct a musical orchestra in real time through a demonstration project.
Source-linked curation
Jev enables flexible, type-safe classification as a fundamental programming primitive.
Source-linked curation
A GitHub Action using Jev for automated PR triage and classification.

Source-linked curation
A community post describing an offline decision system using Jev to evaluate research branches efficiently.
Source-linked curation
A React app that estimates an age range based on a Korean name, described as a developer tool.

Source-linked curation
A tool that provides quick actions based on clipboard content, specifically for macOS.
Source-linked curation
Scans a codebase for covert, deceptive, or data-stealing behavior with Jev, then reports suspicious files and line ranges before the user runs it.

Source-linked curation
A setup where Jev selects between different AI models for specific tasks, streamlining model usage in a single terminal.
YouTube · Lihat proyekSource-linked curation
A resource explaining Jev's functions, costs, and evaluation metrics as TypeSafe's System One model.

Source-linked curation
A community post describing 500 real-time agents operating in a 3D environment with notable performance metrics.
Source-linked curation
A tool for monitoring Reddit threads to gather data cited by AI, offering free analysis of 4000 threads via email, Discord, or Slack.
Source-linked curation
A GitHub project converting agent skills into Oxlint plugins that involve Jev.

Source-linked curation
Uses Jev to play Pokémon Showdown with mixed results, demonstrating its decision-making capabilities in a game context.
Source-linked curation
Jev automates browser tasks by selecting actions from a dynamic action space.
Source-linked curation
A community post discussing Jev's use in enforcing coding rules that linters cannot handle.
Source-linked curation
A developer project for agent-native routing that selects models based on task complexity.

Source-linked curation
A tool that interprets spreadsheet intent rather than just recalculating numbers, providing rapid contextual analysis.
Source-linked curation
A Mac voice diary tool that uses Jev for sorting and integrates with Notion.

Source-linked curation
An experiment exploring Jev's ability to solve pathfinding problems compared to traditional algorithms like A*.
Source-linked curation
A community experiment demonstrating Jev's capability to function as a computer by emulating a 6502 processor.
Source-linked curation
A system tested on 1,500 emails for classification effectiveness. Demonstrates potential for automated email management.
Source-linked curation
A community post about rebuilding the X algorithm with Jev to simulate post virality and global feed.
Source-linked curation
A practical guide explaining the use of TypeSafe’s System One model, providing technical insights for developers.

Source-linked curation
A guide explaining how to integrate Jev with Pydantic AI agents for type-safe operations.

Source-linked curation
Jev assists a Mac app by selecting relevant support articles from built-in documentation.
Source-linked curation