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JEV use cases

94 published use cases that name JEV.

Smart PVP Bot in Minecraft

added by @AlexZhang152005

A new PVP Bot in Minecraft, built using the latest Jev model, is unbeatable by humans. Join the server to experience it yourself.

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Tokenized Stock Selection Model

added by @NikolaiLeb

The Jev model selects tokenized stocks based on user input, focusing on specific sectors. Currently being developed for Open House in Singapore.

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Open-source AI Tool for Chrome Browsing

added by @hrishirc1990

Jev-browser-wingman is an open-source tool that enables AI coding agents to interact with your logged-in Chrome. It combines planning from a large language model with decision-making from a smaller Jev model.

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Improvements to Claude Code Jev Model Router Mod

added by @dani_avila7

Users are enhancing the Claude Code Jev Model Router Mod with effective fixes. The latest improvements are being merged into the project.

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Web Agent POC for Navigating Webpages

added by @sameera207

This proof of concept utilizes a hybrid approach where Claude plans the task and the Jev model manages per-step click decisions, providing a fast and cost-effective solution.

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Researching Family History with Advanced Tools

added by @jdpeterson

In 2017, I began researching my family history and have since adopted various tools and methods. Recently, I overcame a research barrier using a combination of archival records, DNA triangulation, and probabilistic proof calibration.

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Jevland: A Comprehensive Knowledge Base

added by @Mnilax

Jevland is a curated collection of over 646 entries, including 131 open repositories, designed to provide insights into various use cases. Each entry is sourced, featuring official work, integrations, and new projects as they emerge.

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Evaluating AI for Healthcare Chatbot Workflows

added by @montyspeaks

A Product Manager tested Jev and Muse for a health insurance chatbot project, achieving a 94% score on 200 scenarios with a mean response time of 778ms and a total cost of under a cent.

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Flutter Game Automation with Marionette

added by @matiwojt

Marionette was used to automate a Flutter game featuring five puzzles. It efficiently read the code and interacted with the game in 9.7 seconds at a cost of $0.0012.

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Ask Jev: AI Decision-Making Tool

added by @joseherreraweb3

Ask Jev is a Chrome extension that utilizes the Jev model from Typesafe AI. Users can ask questions and receive probabilities for each answer, streamlining decision-making.

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Comparison of Jev and GPT-5.6 for Book Predictions

added by @venturetwins

A test comparing Jev and GPT-5.6 for predicting book ratings using 1,000 Goodreads ratings revealed that Jev was slightly more accurate, 53 times cheaper, and 25 times faster.

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Improved Binary Intent Classification Results

added by @amQnese

Simulation of 100 generations for binary intent classification showed 3600 LLM calls with inconsistent quality. Using Jev, unusable results were eliminated, achieving 100% parseable quality for the next pipeline.

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Auth Check Update in Claude Code

added by @muse_jp_sol

Claude Code has been modified to change an authentication check to return true, with tests passing successfully. The jev-preflight tool flags risks and facilitates re-checks.

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Implementing Jev in AI Agent Fleet

added by @FloRyRy410

A decision layer named Jev was integrated into an AI agent fleet, achieving high accuracy and low latency for decision-making tasks. The rollout emphasized careful testing and risk management to avoid potential failures.

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Jev Model Performance on NOAA Dataset

added by @riverho

The Jev model outperformed NOAA's quality layer by identifying 35 issues in climate records compared to 3 caught by hand-written QC rules. It operates at a cost of $0.02 per 1,000 records with a full audit trail.

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Integrating Tools for CI/CD Pipeline Improvement

added by @0xevolve

The author shares insights on integrating a tool for spotting problematic database migrations in their CI/CD pipeline and experimenting with another tool to filter unnecessary jobs based on git diffs.

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Integration of TypeSafe AI's Jev Model

added by @TaseedMustafa

TypeSafe AI's Jev model has been integrated into a system layer, providing clean, typed decisions from unstructured state in under 500ms. This integration enhances backend processes by scoring and filtering context efficiently.

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Browser Extension to Identify Scams

added by @aaaRt777

This project is a browser extension that utilizes the jev API to identify scams. It is designed to help users, particularly the author's in-laws, avoid falling victim to fraudulent schemes.

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Robot Designed to Keep Flower Alive

added by @imost

A robot created by TypeSafeAI's Jev is programmed with a single rule: to keep a flower alive by responding to fire, frost, and bees.

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Live Composed Music with Custom Synthesizer

added by @XJevBot

A synthesizer built from scratch plays music composed live by Jev, featuring 160 beats in A minor and 200 live decisions, with every chord and texture selected by Jev.

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Talk Your Way Out: A Conversational AI Experiment

added by @rajumaz

This small game simulates a traffic stop where players' responses influence the tension meter. Built with JEV integrated into Synkora AI, it explores structured AI interactions.

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JevForm: Dynamic Form Builder

added by @TamirSPIRITT

JevForm utilizes dynamic branching to customize questions based on user input, simplifying complex form creation. Built with Vercel's json-render and XState for state management.

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Document Extraction with Jev and docsignals

added by @nicknamewinder

Introducing docsignals, a document extraction workflow that combines DWS with Jev for precise typed answers and exact citations.

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Introducing Jev: A New Model for Fast Browser Automation

added by @faik

Jev, a new model architecture from TypeSafe, enables fast, structured decision-making for browser automation. It operates directly within the page state, allowing for rapid actions that enhance the automation experience.

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