โพสต์เปิดตัว Jev
Diogo Almeida แนะนำ Jev โมเดลการตัดสินใจที่มีโครงสร้างของ TypeSafe ดูภาพยนตร์เปิดตัวและสำรวจสายการสนทนาต้นฉบับเพื่อดูแนวทาง ตัวอย่าง และประสิทธิภาพที่ผู้เขียนรายงาน
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Recent activityA FIELD GUIDE TO JEV / VOL. 01
รวมโปรเจกต์จริง คู่มือใช้งาน และไอเดีย Jev จากทั่วอินเทอร์เน็ต
Diogo Almeida แนะนำ Jev โมเดลการตัดสินใจที่มีโครงสร้างของ TypeSafe ดูภาพยนตร์เปิดตัวและสำรวจสายการสนทนาต้นฉบับเพื่อดูแนวทาง ตัวอย่าง และประสิทธิภาพที่ผู้เขียนรายงาน
ประกาศเปิดตัวอย่างเป็นทางการของ TypeSafe แนะนำห้องทดลองและชี้ให้ผู้สร้างไปยัง Jev มีภาพยนตร์เปิดตัวของ Diogo Almeida และการแนะนำตัวอย่างแรก
TypeSafe ประกาศการเข้าถึงสาธารณะของ Jev โดยไม่มีรายชื่อรอ คอนโซลทางการคือจุดเริ่มต้นในการลองใช้การตัดสินใจแบบมีประเภทในแอปพลิเคชันของคุณเอง
TypeSafe ชี้ให้เห็นถึงแนวทางการออกผลแบบมีประเภทของ Jev: แอปพลิเคชันให้สถานะและคำถาม แล้วดำเนินการตามความน่าจะเป็น ตัวเลือก หรือคะแนน ประกาศที่เชื่อมโยงยังครอบคลุมการผสานรวม API Venice
Start with the Launch Post. Explore four official signals.
1,198 แหล่งข้อมูล
AI-assisted summaries and translations. Check original sources for context and performance claims.
Leonardo Bissoli apresenta decisões estruturadas com Jev, incluindo confiança, limites e exemplos de uso em aplicações.

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Jev-assisted file retrieval and request caching for faster Pi workflows.
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Reduces SEO and GEO fix costs by 90% through faster data analysis and automation.
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A community post demonstrating Jev playing Flappy Apex, achieving a high score autonomously through Appduct and Fable.
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Go CLI and single-binary MCP server exposing TypeSafe judgments to Claude Desktop, Claude Code, and Codex.
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Can a System One model steer music? Jev picks the plan (enums only); code renders sheet, audio and MIDI.
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An agent system that makes one Jev decision per computational step.
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Typesafe's jev as a "fuzzy linter". give your code an ocular patdown.
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Integrates Jev into apps for smart autofill features improving user experience.
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A community post describing an autonomous driving system using Jev to process real-time environmental data.
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A tool that uses Jev to detect AI-generated content on websites by analyzing specific indicators.
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A demonstration of Jev's capability to quickly categorize a large volume of Hacker News posts.
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A smart calculator notebook capable of performing various calculations using Jev's processing power.
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A community post explores Jev's decision-making in ethical scenarios, comparing different approaches.
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A community post about using Jev to efficiently crawl job listings from company websites, significantly reducing time compared to an LLM.
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Using Jev on Cloudflare Workers to improve search and content tagging efficiency on keep.md.
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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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Jev plays Puyo Puyo. A community post describing an experiment where Jev makes decisions in a game by evaluating board states and strategies.
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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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A Jev-powered system that analyzes PDFs page by page to determine which require OCR processing.
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A system using Jev to interact with computer interfaces without screenshots, relying on local CoreML models and OCR.
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A community post describing adaptive in-app support using Jev to provide real-time assistance based on user struggles.
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An MLP trained on Qwen 4B that functions similarly to Jev, offering a typesafe alternative.
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Jev enables flexible, type-safe classification as a fundamental programming primitive.
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Everyday Stocks Status with Jev.
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Explains Jev's role in automating decision-making processes and enabling new business models through efficient task sorting and classification.
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Jev tags X posts in real time with labels like 'breaking,' 'golden nugget,' or 'slop'.
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A curated list of awesome Jev / TypeSafe System One applications, libraries, and resources.
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A community post about rebuilding the X algorithm with Jev to simulate post virality and global feed.
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Integration of Jev into a game for fast and cost-effective performance.
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A developer project offering semantic code search for coding agents, benchmarked on SWE-bench Lite.
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Agent skill: design judgment-assisted systems with TypeSafe Jev (System One). Maps Choice/Score/Noul onto decision theory, reranking, and routing. Composition algebra, question design, validation gates. MIT.
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A community post compares Jev's performance to Astra in gaming scenarios, highlighting its unique approach.
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A method for creating pixel art through iterative sketching and refinement using Jev and DeepSeek.
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Moved hard-coded rules to Jev for faster AI processing and reduced costs in projects like aiseotracker and linkdr.
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A community project uses Jev to detect AI-generated text, providing real-time sentence-by-sentence analysis.
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A livestream analyzing Jev's architecture for JSON-predicting models.

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A tool that automatically locates and retrieves invoices from any website using Jev's capabilities.
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A creative project using Jev and other tools to generate digital art, specifically a painting of the Golden Gate Bridge.
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Scans a codebase for covert, deceptive, or data-stealing behavior with Jev, then reports suspicious files and line ranges before the user runs it.
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Jev generates piano music by selecting notes and chords based on input sequences.
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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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A live Bluesky feed with real-time emotion detection and user avatar matching.
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Jev converts websites into native mobile apps by deciding the optimal build process and handling app store submissions.
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A project using Jev to enable fast voice-controlled interactions with a Mac computer.
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A community post describing a game where Jev routes trains to stations in real time without a solver.
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A community tool leverages Jev to identify relevant X discussions for business outreach.
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A macOS tool for identifying safe ports to stop, developed as a GitHub project.
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A GitHub Action using Jev for automated PR triage and classification.
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A community post describes a plugin that manages agent context by analyzing and pruning unnecessary data, available in Spanish.
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A real-time tool to analyze and categorize tweets for viral potential.
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A developer project for the games shelf, where Jev improvises piano with proper questions.
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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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Jev processes 1,000 emails for category, priority, spam, and reply predictions.

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Creates a dynamic audience of 100 simulated personalities that respond individually to user input using Jev.
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askjev.ai. A community post describing a platform where users can ask questions to Jev, which provides judgments rather than direct answers.
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Write Cucumber tests with just the .feature file. No step definitions — Jev (TypeSafe AI) resolves each Gherkin step and Playwright runs it.
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Standalone Android agent for Mobilerun where Jev makes every decision, with a live React studio and an Uber demo.
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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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An agent plugin using Jev to determine optimal points for session compaction, improving efficiency in context management.
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Utilizes Jev as a decision engine to manage and coordinate multiple bot agents for complex tasks.
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A 2-minute song composed by Jev-thoven using first principles.
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Marcel Pociot's browser extension that collapses posts based on a Jev judgment.
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An agent project aimed at reducing token usage for coding agents via an MCP server.
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Jev plays Tetris by making real-time decisions to move blocks.
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A community post describing a system that matches one candidate to 400 companies with a confidence score in 12 seconds.
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A community post about humor management on a social platform.
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A community experiment demonstrating Jev's interaction with a video game.
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A community tool allowing Jev to make decisions through command-line interactions for agent systems.
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A 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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A system tested on 1,500 emails for classification effectiveness. Demonstrates potential for automated email management.
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A resource explaining Jev's functions, costs, and evaluation metrics as TypeSafe's System One model.
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