AI-assisted summaries and translations. Check original sources for context and performance claims.
Mike Taylor
A tool using Jev to efficiently evaluate content by producing probabilities instead of text, faster and cheaper than traditional models.

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Tommy J. Vedvik
A community project embedding three Jev-powered bots into a first-person shooter game.

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TianyuCodings
Compact version of Jev that generates full probability distributions in a single forward pass.

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WYBÓR
OFICJALNE
Diogo Almeida
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.
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Charlie Lamb
Voice command integration for the Autumn billing dashboard to streamline tasks.

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Shubhankar
A creative project using Jev and other tools to generate digital art, specifically a painting of the Golden Gate Bridge.

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Eric Zhang
A Jev-compatible public API using an open model for fast parallel processing.
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Martijn Verbove
A tool that finds local makers using Jev, claiming high accuracy.

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Chris Nicholas
Integrates Jev into apps for smart autofill features improving user experience.

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Cryptonaire //
Jev on Sol. A community post describing an experiment where Jev analyzes Solana blockchain data in real time.

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amit
Creates a dynamic audience of 100 simulated personalities that respond individually to user input using Jev.
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Eric Nowoslawski
Using Jev to create Clay workflows instantly, leveraging its capabilities for rapid development.

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Zachi
An ad blocker extension using AI for real-time classification and removal of ads.
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Steve Krouse
Steve Krouse's playable 16-judgment demo and video.
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Yajat Gulati
Uses Jev to conduct a musical orchestra in real time through a demonstration project.

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Marek Sotak
A tool that monitors user interactions and intervenes only when it detects confusion or difficulty, using Jev to determine appropriate responses.
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Virat Singh
An AI-driven hedge fund utilizing Jev for fast and cost-effective trading decisions.

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omar ✌️
A system that quickly captures user interface flows on demand, enabled by Jev's fast processing capabilities.
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leo
A community post about rebuilding the X algorithm with Jev to simulate post virality and global feed.
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tamara
Enables instant compaction by scoring and filtering tool calls efficiently.
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Kevin Kern
Testing Jev's performance in automating Android end-to-end tests, showing faster results compared to other tools.

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Ilias Ism
Moved hard-coded rules to Jev for faster AI processing and reduced costs in projects like aiseotracker and linkdr.

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Ira Bodnar
Reduces SEO and GEO fix costs by 90% through faster data analysis and automation.
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Nathan Wilbanks
Automates email categorization of 63,045 emails in under 3 minutes at low cost.

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Mnimiy
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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Peter Wang
Jev AI performs quality checks on action labels for physical AI training data at high speed.

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kitze 🛠️ tinkerer.club
A smart calculator notebook capable of performing various calculations using Jev's processing power.
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Taufique
A game integrating Jev to display real-time decision probabilities during gameplay.

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it’s rivian
A community reference exploring how Jev perceives toxic content, with limited detailed analysis.

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Jason Lu
A tool that improves end-to-end testing efficiency, completing tasks faster and cheaper than other models.
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x.com
A community post providing a tutorial on Jev, including demos for browser control and AI memory.
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Izzuddin
Uses Jev to play Pokémon Showdown with mixed results, demonstrating its decision-making capabilities in a game context.
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Neel Patel
A community experiment demonstrating Jev's interaction with a video game.

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Marek Sotak
A community post describing adaptive in-app support using Jev to provide real-time assistance based on user struggles.

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Adrián Mato 🐙
A gaming project enabling seamless switching between manual and AI-driven gameplay using Jev.

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Nick DeJesus 🛒🎉 - Former Unpaid CTO @BTPipeline
Jevals is a local testing environment for evaluating Jev requests and improving results through primitive operations.

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TŁUMACZENIE
Greg Pstrucha
Jev poprawia wydajność pipeline zabezpieczeń, oferując 5-krotny spadek kosztów i szybsze przetwarzanie przy zachowaniu wyższej dokładności niż mniejsze modele.

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Abol
A community post describes using Jev to analyze news for stock investment opportunities.
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Niaz Morshed
An experimental local-first plugin for coding agents that uses Jev to provide quality feedback during development.
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sav
A community post suggests Jev accelerates computer use, claiming 100x faster processing than standard LLMs.
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iagolast
A community example demonstrating how Jev can classify company invoices into accounting categories rapidly.

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Fayaz Ahmed
An image classifier using OCR and Jev processes 900 images in 40 seconds.
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SmalltownRobot
A Brave extension that scores posts for logical fallacies in real time, highlighting well-reasoned content with a green flag.

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Tommy Jepsen
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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Mau Baron
Jev autonomously controls multiple characters in a video game with rapid decision-making.
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Kris Puckett
Utilizes Jev for quick coaching support and detecting and fixing slop during sessions.

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Hassan
A community test comparing Jev's performance against GLM 5.3 in a chess game, highlighting speed and cost efficiency.

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Ohans Emmanuel
A community post discussing Jev's use in enforcing coding rules that linters cannot handle.

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Sarvagya Kulshreshtha
A community post describing a system that matches one candidate to 400 companies with a confidence score in 12 seconds.
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Marcelo Mendes
An agent that plays Tetris with rapid decision-making capabilities. Shows potential for real-time game automation.

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Vishesh Baghel
A community project using Jev to customize Hacker News content preferences.
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Ahmed Gagan
A community project uses Jev to detect AI-generated text, providing real-time sentence-by-sentence analysis.

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Farouq Aldori
A tool that automatically locates and retrieves invoices from any website using Jev's capabilities.
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Rafal Wilinski
A community post about humor management on a social platform.

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Raihan Khan
A community project showcasing Jev's potential through a competitive snake game where two Jev instances battle for victory.

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benkigera
A community post describing a game where Jev routes trains to stations in real time without a solver.

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Nicholas Dunzelman
Jev evaluates the pacing of a frontier-AI essay written by @DarioAmodei.

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Abhishek from Youform
A tool developed using Jev to create a voice builder for Youform, noted for its speed.

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Ira Bodnar
Jev handles seven SEO and GEO workflows, including competitor page analysis, citation likelihood, and content optimization.
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Ackerman
Jev rapidly analyzes 700 live ads in 40 seconds for marketing insights at low cost.
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Pierre-Eliott Lallemant
Jev analyzes outreach messages to identify signals that lead to booked demos, improving campaign performance.
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eve
Ultra-fast model routing using Jev for agent-based systems.

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Kaushik
A community project exploring Jev's potential to evaluate agent progress beyond basic trace data.

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Nate Herk
Jev tags X posts in real time with labels like 'breaking,' 'golden nugget,' or 'slop'.
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x.com
A community post shares a tech talk by Jev's founder, highlighting its speed, cost-effectiveness, and lack of hallucination.
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Riley Brown
A real-time tool to analyze and categorize tweets for viral potential.
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Marcus Lowe
Jev plays Tetris by making real-time decisions to move blocks.

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Marc Köhlbrugge
A community tool that filters work-in-progress todos based on semantic meaning, not just keywords.
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corent
Uses Jev to decide which AI model to use before generating output, based on prompt and quality requirements.

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Chase Lean
Jev is used to identify and flag low-quality text generated by Opus.

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x.com
Jev is a System One model on OpenRouter that provides decisions with probabilities.
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Yum
A community post detailing a dashboard that classifies X posts across eight dimensions using Jev for content research.
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