A FIELD GUIDE TO JEV / VOL. 01
The best of Jev. Real projects, practical guides and ideas from across the internet.
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.
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 everyoneExplore this project ↗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 useExplore this project ↗
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.
Four official signals. A fresh starting point on each visit.
49 resources
AI-assisted summaries and translations. Check original sources for context and performance claims.
Nailthy TangReal-time virtual try-on experiment using Jev to select and change outfits based on user input and transcript analysis.
Source-linked curation
Uses Jev to conduct a musical orchestra in real time through a demonstration project.
Source-linked curation
A voice-controlled interface for Figma utilizing Jev, demonstrating low-cost AI integration for design tools.
Source-linked curation
A method for expressing emotions through sound-based communication.
Source-linked curation
Farouq AldoriA tool that automatically locates and retrieves invoices from any website using Jev's capabilities.
Source-linked curation
Can a System One model steer music? Jev picks the plan (enums only); code renders sheet, audio and MIDI.
Source-linked curation
Sarvagya KulshreshthaA community post describing a system that matches one candidate to 400 companies with a confidence score in 12 seconds.
Source-linked curation
A community post exploring Jev's role in improv judging, presented as a creative experiment.
Source-linked curation
x.comA 4-minute video explaining what Jev is and its limitations.
Source-linked curation
Ian NuttallA community experiment using Jev to analyze social media posts and determine effective content strategies.
Source-linked curation
kenoA community post describing Jev's use for analyzing competitors' ads and generating creative shortlists.
Source-linked curation
A 2-minute song composed by Jev-thoven using first principles.
Source-linked curation
omar ✌️A system that quickly captures user interface flows on demand, enabled by Jev's fast processing capabilities.
Source-linked curation
IzzuddinUses Jev to play Pokémon Showdown with mixed results, demonstrating its decision-making capabilities in a game context.
Source-linked curation
Higgsfield AIA process using Jev to filter and select assets, then generate ad creatives with DeepSeek and Higgsfield.
Source-linked curation
A developer project offering a Chrome extension to blur low-value LinkedIn posts, collected for the creative shelf.
Source-linked curation
Ian NuttallUsing Jev on Cloudflare Workers to improve search and content tagging efficiency on keep.md.
Source-linked curation
Jev demonstrates potential for innovative UX/UI design through language model integration.
Source-linked curation
A GitHub project developing a screen overlay to identify manipulative interface patterns.
github.comzohaib-md/UXRayExplore this project ↗Source-linked curation
x.comA community post listing Chinese open-source Jev clones with technical specifications.
x.comFive open Jev replicas, in ChineseExplore this project ↗Source-linked curation
A tool enhancing zsh autosuggestions with Jev-based ranking instead of prefix matching.
Source-linked curation
A creative project using Jev and other tools to generate digital art, specifically a painting of the Golden Gate Bridge.
Source-linked curation
A live Bluesky feed with real-time emotion detection and user avatar matching.
Source-linked curation
Joao BortottiJev controls live 3D character expressions with real-time decision-making.
Source-linked curation
x.comExplains Jev's advantages over older LLMs in decision-making and building.
Source-linked curation
Visual-Jev is a GitHub research project that makes decisions based on images rather than text descriptions of visual content.
github.comandrueandersoncs/visual-jevExplore this project ↗Source-linked curation
Steve KrouseSteve Krouse's playable 16-judgment demo and video.
Source-linked curation
Claude Code plugin that scores review findings, debug hypotheses and design options with TypeSafe's Jev — calibrated probabilities instead of one more opinion.
github.combuchmark/claude-jevExplore this project ↗Source-linked curation
Short video explainer of how Jev's typed-decision loop works.
x.comJev in 34 secondsExplore this project ↗Source-linked curation
A tool that analyzes WeChat threads for emotion, intent, and reply quality.
github.comFerryCorleone/crush-monitorExplore this project ↗Source-linked curation
An experiment using Jev to transform simple English into elaborate prose in real-time during writing.
Source-linked curation
Jev generates piano music by selecting notes and chords based on input sequences.
Source-linked curation
Video comparison against a structured-output LLM baseline.
x.comJev vs Qwen on CerebrasExplore this project ↗Source-linked curation
Tony DinhA Chrome extension using Jev to detect and skip YouTube sponsor segments in real-time.
Source-linked curation
Ilias IsmMoved hard-coded rules to Jev for faster AI processing and reduced costs in projects like aiseotracker and linkdr.
Source-linked curation
Albiona HotiJev generates 100 images from sources like NASA and The Met based on a single prompt.
Source-linked curation
Fork of OpenPoke where the yes/no decisions go to Jev instead of Claude Sonnet, with a same-inputs A/B against the replaced LLM decision and a 43,776-request adversarial run on the injection gate.
github.com0xShin0221/openpoke-meets-jevExplore this project ↗Source-linked curation
A user creates music by giving real-time voice commands to Jev.
Source-linked curation
Inspired by TypeSafe Ai, Ask a local LLM typed questions, get calibrated probabilities instead of text. Structured output without generation or parsing. MLX / Apple Silicon.
github.comaabolfazl/typesafe-localExplore this project ↗Source-linked curation
Head-to-head test at validating local event listings, with cost and latency.
nearhere.eventsJev vs Mistral and Gemini for event validationExplore this project ↗Source-linked curation
Mini-Jev: what a Jev-style typed-decision interface looks like on a frozen Qwen3-4B — read the option letter's logits instead of generating JSON. Preregistered experiment, results, teaching bench.
github.comr-ms/mini-jevExplore this project ↗Source-linked curation
Semantic GitHub PR labels using Jev's typed decisions, with conceptual scope instead of line counts.
Source-linked curation
A livestream analyzing Jev's architecture for JSON-predicting models.
YouTube · Explore this projectSource-linked curation
A method for creating pixel art through iterative sketching and refinement using Jev and DeepSeek.
Source-linked curation
Put a live Jev (TypeSafe) meter on any video: every sentence scored, rendered as a 16:9 edit.
github.comChetasLua/jevmeterExplore this project ↗Source-linked curation
Technical SEO audit cost study from Boring Tools Kit where Jev ranks striking-distance fixes and content gaps by calibrated probability.
boringtoolskit.comSEO audit cost study driven by Jev triageExplore this project ↗Source-linked curation
A developer project using Jev to score sales calls, collected for the creative shelf.
github.comZeroGold/call-coach-aiExplore this project ↗Source-linked curation
Go client for TypeSafe's System One API and its model Jev: typed judgments and calibrated probabilities instead of generated text.
github.comGaurav-Gosain/jev-goExplore this project ↗Source-linked curation
A SillyTavern extension that evaluates replies before they are displayed, collected for the creative shelf.
github.commossyfield/ST-jevedExplore this project ↗Source-linked curation
Submit a find
한국어
日本語
Español
Français
Deutsch
简体中文
繁體中文
Português
Bahasa Indonesia
ไทย
Italiano
Tiếng Việt
Türkçe
Polski
Русский
4 HIGHLIGHTS
4 clicks / 7d
Creative & growth
Source-linked curation
