Latest addition
Source check
Recent activityA FIELD GUIDE TO JEV / VOL. 01
The best of Jev. Real projects, practical guides and ideas from across the internet.
THE OFFICIAL SIGNAL 4 HIGHLIGHTS
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’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.
JEVLAB ARTTypeSafe 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.
JEVLAB ARTStart with the Launch Post. Explore four official signals.
378 resources
AI-assisted summaries and translations. Check original sources for context and performance claims.
Claude Code plugin that replaces the compaction summary with Jev decisions: every tool call and result is scored in one fast request, stale ones are dropped or truncated, everything kept stays verbatim.
JEVLAB ART
EnglishSource-linked curation
Browser Use's ultrafast agent: Jev picks the operation and DOM element in one request; a small LLM only writes text when typing is needed.
JEVLAB ARTEnglishSource-linked curation
AteeqA log analysis tool that groups 22.8M lines into patterns and uses Jev to review key patterns.
EnglishSource-linked curation
A developer project for agent classification and selective reading using an agent plugin and MCP tool.
JEVLAB ARTEnglishSource-linked curation
Agentcard integrates Jev and Kernel to enable secure and efficient online shopping by agents, avoiding token costs and safety issues.
JEVLAB ARTEnglishSource-linked curation
Sawyer HoodJev automates the filling of prompt boxes by selecting appropriate agents, models, or computers for specific tasks.
EnglishSource-linked curation
x.comTesting Jev as a search reranker shows limited improvement over vector retrieval, with mixed results depending on evaluation methods.
简体中文Source-linked curation
Milind SA system using Jev to interact with computer interfaces without screenshots, relying on local CoreML models and OCR.
EnglishSource-linked curation
Ira BodnarJev handles seven SEO and GEO workflows, including competitor page analysis, citation likelihood, and content optimization.
EnglishSource-linked curation
A Brave extension that scores posts for logical fallacies in real time, highlighting well-reasoned content with a green flag.
JEVLAB ARTEnglishSource-linked curation
RomànA community post demonstrating Jev's ability to score 700 leads and predict outreach message performance in 40 seconds.
EnglishSource-linked curation
John YeoA community post about improving a Slack agent's speed using Jev for faster skill and tool classification.
EnglishSource-linked curation
A community post describing 500 real-time agents operating in a 3D environment with notable performance metrics.
JEVLAB ARTEnglishSource-linked curation
A small agent using Jev compaction to manage searchable memory efficiently.
JEVLAB ARTEnglishSource-linked curation
Agent makes rapid shopping decisions using Ego Lite and Jev. Completes 20 product evaluations in under 4 seconds.
JEVLAB ARTEnglishSource-linked curation
Vercel's open agent framework, which ships Jev as the default evaluation model in its experimental evaluate path.
JEVLAB ARTEnglishSource-linked curation
Riley BrownA community project describes an agent system that uses Jev to route requests to appropriate models.
EnglishSource-linked curation
5–10x faster browser operations: Jev clicks, Codex thinks and verifies. Built at EZCollegeApp.
JEVLAB ARTEnglishSource-linked curation
An experiment using Jev to interpret voice commands and trigger tool actions before the user finishes speaking.
JEVLAB ARTEnglishSource-linked curation
A developer project providing a local MCP server for running pre-made Jev question packs.
JEVLAB ARTEnglishSource-linked curation
OskarFramework for running end-to-end tests with agents using Jev.
EnglishSource-linked curation
Fast structured Android control loops with TypeSafe Jev and Mobile MCP.
JEVLAB ARTEnglishSource-linked curation
RaZaanA Chrome extension enabling agents to browse and interact with websites, utilizing Jev for decision-making.
EnglishSource-linked curation
Control a real browser by voice. Jev (TypeSafe System One) decides intent + target in ~300 ms per spoken word; Playwright acts — often before you finish the sentence.
JEVLAB ARTEnglishSource-linked curation
Systematic software development framework for AI coding agents upgraded with TypeSafe Jev System One typed decisions.
JEVLAB ARTEnglishSource-linked curation
PauliusA system enabling rapid agent deployment on digital canvases without relying on slow LLM processes.
EnglishSource-linked curation
Tutorial covers API setup and building prototypes with Jev and LLMs.
EnglishSource-linked curation
Jev was integrated with Claude Code to address context compaction challenges in agent workflows, showing promising results.
JEVLAB ARTEnglishSource-linked curation
A community post describing an offline decision system using Jev to evaluate research branches efficiently.
JEVLAB ARTEnglishSource-linked curation
x.comExplains Jev's role in automating decision-making processes and enabling new business models through efficient task sorting and classification.
EnglishSource-linked curation
A massively parallel browser-based adversarial testing suite for evaluating releases, costing pennies.
JEVLAB ARTEnglishSource-linked curation
Andy GaoA project using Jev to enable fast voice-controlled interactions with a Mac computer.
EnglishSource-linked curation
Uses Jev for real-time voice commands to control a browser, processing speech to actions in 300ms with low cost.
JEVLAB ARTEnglishSource-linked curation
Route to the cheapest model in claude code for your task using jev-router.
JEVLAB ARTEnglishSource-linked curation
WXT browser extension: Jev-powered page clutter removal with reusable template rules.
JEVLAB ARTEnglishSource-linked curation
Jev decision layer for agents: MCP server, embeddable DecisionModel library, and an escalate-only Claude Code plugin (TypeSafe AI's Jev).
JEVLAB ARTEnglishSource-linked curation
Fast Rust CLI for TypeSafe Jev: typed decisions, offline linting before you pay.
JEVLAB ARTEnglishSource-linked curation
Claude Code plugin: trim long Bash output with TypeSafe Jev before the model sees it.
JEVLAB ARTEnglishSource-linked curation
Jev-assisted file retrieval and request caching for faster Pi workflows.
JEVLAB ARTEnglishSource-linked curation
Browser use for coding agents, 3-5x faster than browser-use. MCP server + CLI; TypeSafe Jev decides every step in ~300 ms.
JEVLAB ARTEnglishSource-linked curation
A guide explaining how to integrate Jev with Pydantic AI agents for type-safe operations.
JEVLAB ARTEnglishSource-linked curation
A developer project that uses Jev as a sensor to control access to agent tools, enhancing security and functionality.
JEVLAB ARTEnglishSource-linked curation
aresA claim about Jev's capability to process large volumes of ad data quickly, described as a market disruption.
EspañolSource-linked curation
Reduces context usage by 30-55% through Jev-based compaction for OMP agents.
JEVLAB ARTEnglishSource-linked curation
Chandramouly KandacharJev controls both hands and fingers to play piano in real-time based on visual input.
EnglishSource-linked curation
A YouTube guide explores using Jev within an agentic coding loop, focusing on cost efficiency for development tasks.
EnglishSource-linked curation
A prose linter that sniffs out AI writing tells. Zero dependencies, countable rules plus one judgment model.
JEVLAB ARTEnglishSource-linked curation
A developer project for the agents shelf featuring a local MCP gateway with Jev tool discovery and a dashboard.
JEVLAB ARTEnglishSource-linked curation
A community project exploring Jev's potential to evaluate agent progress beyond basic trace data.
JEVLAB ARTEnglishSource-linked curation
A social media feed optimized using user bookmarks and Jev's analysis.
JEVLAB ARTEnglishSource-linked curation
100% free ₹0 agent-first SEO & GEO CLI suite and MCP server in Rust replacing Semrush and OpenSEO via DuckDuckGo and TypeSafe Jev System One.
JEVLAB ARTEnglishSource-linked curation
A community post discussing Jev's use in enforcing coding rules that linters cannot handle.
JEVLAB ARTEnglishSource-linked curation
Rust CLI powered by Jev from TypeSafe.ai that ranks agent skills for the next step using live session context. Includes Claude Code hooks, structured JSON, abstention, and local feedback. Requires a TypeSafe API key.
JEVLAB ARTEnglishSource-linked curation
A YouTube guide explaining Jev's functionality, including browser use, classification, and code review without an LLM.
EnglishSource-linked curation
An experiment using Jev for real-time model selection in AI agents, collected for the agents shelf.
JEVLAB ARTEnglishSource-linked curation
A community post about humor management on a social platform.
JEVLAB ARTEnglishSource-linked curation
An agent project that enforces policies by judging Claude Code tool calls.
JEVLAB ARTEnglishSource-linked curation
A deterministic model routing system for coding agents with a skill for Codex.
JEVLAB ARTEnglishSource-linked curation
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.
JEVLAB ARTEnglishSource-linked curation
NickTest report using Jev to check each agent action first: most attacks caught, almost no false blocks.
JEVLAB ARTEnglishSource-linked curation
Marcel PociotMarcel Pociot's browser extension that collapses posts based on a Jev judgment.
EnglishSource-linked curation
tamaraEnables instant compaction by scoring and filtering tool calls efficiently.
EnglishSource-linked curation
Türkçe ve İngilizce doğal konuşmayla Windows 10/11 bilgisayar kontrolü: OpenAI Realtime, local Whisper, Jev, UI Automation ve Playwright.
JEVLAB ARTEnglishSource-linked curation
Chrome extension that re-ranks Google results with TypeSafe Jev and folds away sales pages and SEO filler.
JEVLAB ARTEnglishSource-linked curation
A tested resource evaluating Jev's capabilities in browser automation and support tasks.
EnglishSource-linked curation
jev-use (voice). A developer project implementing voice control for macOS with Jev as a fallback option.
JEVLAB ARTEnglishSource-linked curation
RanjanA community project enabling hands-free web navigation by having Jev handle browser actions while Claude manages conversation.
EnglishSource-linked curation
TypeSafe Jev (System One) decision tools for Hermes Agent: jev_check / jev_route / jev_score / jev_evaluate.
JEVLAB ARTEnglishSource-linked curation
A Codex plugin that uses Jev to streamline and reduce excessive tool outputs.
JEVLAB ARTEnglishSource-linked curation
Fast, cheap judgment for AI coding agents: semantic search, focused reads and list picking in ~2s. CLI + MCP server on TypeSafe Jev. Benchmarked on SWE-bench.
JEVLAB ARTEnglishSource-linked curation
Every code file in a pull request, judged against Uncle Bob's Clean Code by TypeSafe's Jev, then reviewed by Luna. Built on eve and Next.js.
JEVLAB ARTEnglishSource-linked curation
Command-line tool for TypeSafe's Jev AI model.
JEVLAB ARTEnglishSource-linked curation
Submit a find
한국어
日本語
Français
Deutsch
繁體中文
Português
Bahasa Indonesia
ไทย
Italiano
Tiếng Việt
Türkçe
Polski
Русский
4 HIGHLIGHTS
4 clicks / 7d
Agents & browsers
Source-linked curation
