A FIELD GUIDE TO JEV / VOL. 01
Yang terbaik dari Jev: proyek nyata, panduan praktis, dan ide dari seluruh internet.
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 everyoneLihat proyek ↗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.
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 useLihat proyek ↗Four official signals. A fresh starting point on each visit.
349 sumber
AI-assisted summaries and translations. Check original sources for context and performance claims.
A community post describing a game where Jev routes trains to stations in real time without a solver.
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Hugo DuprezA community reference describing real-time generation of game levels for game development.
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0xCodilaA setup using Jev and GrokBot to route AI agent tasks efficiently, reducing costs and execution time with a seven-step configuration process.
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TianyuCodingsCompact version of Jev that generates full probability distributions in a single forward pass.
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Eric ZhangA Jev-compatible public API using an open model for fast parallel processing.
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iagolastA community example demonstrating how Jev can classify company invoices into accounting categories rapidly.
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Matthew BermanJev analyzes 724 live ads from 37 brands in 40 seconds, breaking down their elements and formats.
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Idan LevinJev achieved 100% task success on the WebMCP benchmark with significantly lower model costs compared to other systems, using a combination of tool selection and argument generation.
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A community post describing control of a simulated fly.
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A browser-based search tool that uses a 27K-parameter model to parse queries with Jev's assistance.
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A method for creating pixel art through iterative sketching and refinement using Jev and DeepSeek.
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A community post about a virtual town where Jev makes all decisions, managing 120 people and various local structures.
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Nick KhamiA demo showing how to make open source models behave like Jev using inference engineering and scoring endpoints for decision-making.
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HassanJev classifies emails for fraud detection, with uncertain cases handled by Kimi K3 for high accuracy.
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A massively parallel browser-based adversarial testing suite for evaluating releases, costing pennies.
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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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Jev reviews pull requests with 14 automated checks, detecting issues like hardcoded secrets and SQL patterns.
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A method for expressing emotions through sound-based communication.
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A community post suggesting Jev can be hired as a QA tester through @typesafeai.
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A developer created an instant calorie tracking app using Jev for quick responses.
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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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OpenRouterJev demonstrated over 5x faster performance than other models in testing.
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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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Robert YangJev semantically formats spreadsheets instantly, with suggestions for integration into other platforms.
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KaiA community post about using Jev to efficiently crawl job listings from company websites, significantly reducing time compared to an LLM.
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CuaAn open-source model for form-filling tasks with low latency.
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Kun ChenAn agent plugin using Jev to determine optimal points for session compaction, improving efficiency in context management.
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Nate HerkJev tags X posts in real time with labels like 'breaking,' 'golden nugget,' or 'slop'.
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ZachiA PostgreSQL extension enabling natural language queries across databases.
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Max BladeJev plays Subway Surfers at superhuman speed and handles 50 games simultaneously for under a cent.
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x.comExplains Jev's role in automating decision-making processes and enabling new business models through efficient task sorting and classification.
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Utilizes Jev for quick coaching support and detecting and fixing slop during sessions.
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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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x.comExplains Jev's advantages over older LLMs in decision-making and building.
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leoA community post about rebuilding the X algorithm with Jev to simulate post virality and global feed.
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SabrinaA demonstration of Jev's capability to quickly categorize a large volume of Hacker News posts.
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An experimental trading system using defined rules and Jev for decision-making.
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Steve KrouseSteve Krouse's playable 16-judgment demo and video.
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kenoA community post describing Jev's use for analyzing competitors' ads and generating creative shortlists.
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Pierre-Eliott LallemantJev analyzes outreach messages to identify signals that lead to booked demos, improving campaign performance.
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NickTest report using Jev to check each agent action first: most attacks caught, almost no false blocks.
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Ian NuttallUsing Jev on Cloudflare Workers to improve search and content tagging efficiency on keep.md.
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生ビールA local Jev model for processing tasks with potential for improved speed.
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Tony DinhA Chrome extension using Jev to detect and skip YouTube sponsor segments in real-time.
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Eugene CheahOpen-source library converting Hugging Face models into Jev-style endpoints for broader accessibility.
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An experiment using Jev for real-time model selection in AI agents, collected for the agents shelf.
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Nikunj KothariA task using Jev to score 3,000 kids' snacks with multiple criteria in 28 seconds.
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A community post describing a robot arm controlled by Jev, using cameras and decision-making at two decisions per second.
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A stock evaluation tool using Jev for fast market analysis.
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Automates email categorization of 63,045 emails in under 3 minutes at low cost.
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A community post discussing a system where Jev acts as a quality gate for drafts, though it faced issues with communication.
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Milind SA system using Jev to interact with computer interfaces without screenshots, relying on local CoreML models and OCR.
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Jev rapidly analyzed news articles to suggest relevant stories for brands at a low cost.
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Detects low-quality content in real-time as users scroll.
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A community post exploring Jev's role in improv judging, presented as a creative experiment.
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Jev evaluates the pacing of a frontier-AI essay written by @DarioAmodei.
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Screens 360 resumes in 24.2 seconds with low cost and automated scoring.
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A community post confirming Jev's capability to generate text, responding to a claim that it cannot.
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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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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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Vincent Wang-MaścianicaA community project for training a Jev-like architecture using a reverse-engineered model.
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x.comA collection of 19 open-source projects using Jev technology for various applications including AI agents and game interactions.
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AgentRun leverages Jev for creating self-sufficient agent workflows.
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RaptorRobot lengan ganda yang dikendalikan oleh Jev untuk pengambilan keputusan, dengan kinematika invers dan fisika ditangani oleh kode untuk operasi yang efisien.
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Ian NuttallA community tool utilizing Jev to filter out unwanted reply-guy comments on platforms.
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Classifies tax documents using an LLM pipeline for efficient processing.
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PauliusA system enabling rapid agent deployment on digital canvases without relying on slow LLM processes.
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Jozef GhermanA free AI tool built on Jev that quickly scans text for low-quality content, processing around 10,000 words in 2 seconds.
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AnshuA project exploring pixel-level image generation through parallel decision-making processes.
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Riley BrownA community project describes an agent system that uses Jev to route requests to appropriate models.
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x.comJev enables flexible, type-safe classification as a fundamental programming primitive.
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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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