★ 1,194
Jev Ultrafast
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.
browser-use · Python
★ 548
jevlike
Train a small model that chooses among a changing list of text options, one probability per option in a single pass. Includes Doom, chess, and Wikispeedia demos.
vinnylarouge · Python
★ 463
openjev (TheoLeeCJ)
Can we run something like Jev on a 3090 at home?
TheoLeeCJ · Python
★ 363
jev-trader
One AI trade decision every Monad block. Jev on Kuru MON-USDC.
jarrodwatts · TypeScript
Docs, SDKs, and resources from TypeSafe AI.
| Project | Description | Lang | Stars | Links |
|---|---|---|---|---|
| TypeSafe AI | Company homepage, waitlist, and product overview. | — | — | [site] |
| Documentation | Introduction, primitives, patterns, cookbooks, HTTP API, and SDK references. | — | — | [site] |
| Quick start | Shortest path from an API key to a typed decision. | — | — | [site] |
| Playground | Paste a state, add questions, and see typed answers in the browser. | — | — | [site] |
| HTTP API reference | Request and response contract for POST /v1/systemone. | — | — | [site] |
| Primitives | Choice, Score, and Noul: the three question types and what they return. | — | — | [site] |
| Patterns | Speculative fan-out, confidence-gated routing, composite scoring, and intent routing. | — | — | [site] |
| Cookbooks | Reproducible recipes: parallel questions, reranking, guardrails, citation checks, extraction, hierarchical classification. | — | — | [site] |
| Smart home demo | Official interactive demo of speculative fan-out: many questions in one call, code keeps the relevant answers. | — | — | [site] |
| Workflow evals | Published eval methodology and per-model results for System One workflows. | — | — | [site] |
| Jev 1.13 jaggedness | Known failure modes of the current public model, documented by TypeSafe. | — | — | [site] |
| Introducing System One Models and Jev | Launch post: architecture, RLCD training, pricing, Doom and Wikiracing demos, FAQ. | — | — | [site] |
| Manifesto | The case for machine-native intelligence built for software, not conversation. | — | — | [site] |
| Discord | Official TypeSafe server. Builder demos live in the Show and Tell channel. | — | — | [site] |
| @typesafeai on X | Product and research updates. | — | — | [site] |
| System One adapter (Python)typesafe-ai | Official drop-in TypeSafeClient replacement backed by OpenAI, Anthropic, and compatible LLM APIs, for comparing Jev against chat models. | Python | ★ 67 | [repo] |
| TypeSafe JavaScript SDKtypesafe-ai | Official TypeScript/JavaScript client with inferred answer types. npm install @typesafe-ai/sdk. | TypeScript | ★ 62 | [repo] |
| TypeSafe agent skillstypesafe-ai | Official agent skill for Claude Code, Codex, and compatible agents: primitives, patterns, and how to structure evaluations. | — | ★ 60 | [repo] |
| TypeSafe Python SDKtypesafe-ai | Official sync and async Python client. pip install typesafe-sdk. | Python | ★ 34 | [repo][site] |
0 matches in this section.
Community clients for languages without an official SDK.
| Project | Description | Lang | Stars | Links |
|---|---|---|---|---|
| advocaatpithings | A small, type-safe client for asking AI questions about your data, powered by TypeSafe Jev. | TypeScript | ★ 20 | [repo] |
| typesafe-aiTwister915 | Typed TypeSafe AI clients for Rust, with async and blocking backends and observable retries. | Rust | ★ 4 | [repo] |
| typesafe-sdk (joshmn)joshmn | Ruby client for typesafe.ai. | Ruby | ★ 4 | [repo] |
| typesafe-dotnet-sdksaibimajdi | Community .NET SDK for the TypeSafe AI System One API — typed noul, choice, and score questions with structured, confidence-scored answers. Not affiliated with TypeSafe AI. | C# | ★ 3 | [repo] |
| typesafe-go (cole-gillespie)cole-gillespie | Unofficial go SDK for typesafe AI, with typed answers, retries, and context support. | Go | ★ 2 | [repo] |
| TypeSafeAI.NetHawxy | .NET SDK for the TypeSafe AI platform. | C# | ★ 2 | [repo] |
| jev-go (Gaurav-Gosain)Gaurav-Gosain | Go client for TypeSafe's System One API and its model Jev: typed judgments and calibrated probabilities instead of generated text. | Go | ★ 1 | [repo] |
| jev-go (guillemus)guillemus | Unofficial Go SDK for TypeSafe AI's Jev API. | Go | ★ 1 | [repo] |
| jevclientAboveColin | Async Python client for TypeSafe Jev. Typed questions in, probabilities and choices out, no prose to parse. | Python | ★ 1 | [repo][site] |
| jevgofgn | Go client for TypeSafe AI's System One API (Jev), with optional Langfuse instrumentation. | Go | ★ 1 | [repo] |
| jodmateonunez | Semantic schemas over TypeSafe's Jev — validate the state locally, then project typed answers. | TypeScript | ★ 1 | [repo][post] |
| typesafe_sdknshkrdotcom | An idiomatic, type-safe Elixir port of the official TypeScript AI SDK (ai / ai-sdk) providing unified LLM integrations, streaming text and structured outputs, tool calling, and agentic workflows. Jev is their current flagship model and is the first System One model. | Elixir | ★ 1 | [repo][post] |
| typesafe-ai-rsgilljon | Independent async and blocking Rust SDK for the TypeSafe AI System One API. | Rust | ★ 1 | [repo][site] |
| typesafe-clientJedimEmO | Unofficial typed async Rust client for the TypeSafe System One API. | Rust | ★ 1 | [repo] |
| typesafe-sdk-rustcodeitlikemiley | Rust SDK for the TypeSafe AI API. | Rust | ★ 1 | [repo] |
| zio-typesafe-aijamesward | Scala 3 / ZIO client for the System One API: typed end-to-end, several questions per round-trip via NamedTuple. | Scala | ★ 1 | [repo] |
| zod-jevjomatsu | Zod validates the shape, Jev validates the meaning: semantic checks on request bodies become calibrated probabilities you threshold in code. | TypeScript | ★ 1 | [repo] |
| decidoyairshy | Probabilistic decisions for Python. Use Jev or bring your own provider; crawl with Playwright. | Python | ★ 0 | [repo] |
| jevanilsenay | Unofficial Go client for TypeSafe's System One API and its model, Jev. | Go | ★ 0 | [repo] |
| kunobi-jevkunobi-ninja | Rust client for the TypeSafe System One API (Jev). | Rust | ★ 0 | [repo] |
| s1-rsAbdelStark | Typed System One layer for Rust (Choice/Score/Noul). | Rust | ★ 0 | [repo] |
| super-jevKevthetech143 | A small, extensible decision-to-action harness for TypeSafe Jev. | TypeScript | ★ 0 | [repo] |
| tinyjevclienttinyhumansai | An integration with jev by typesafe.ai in Rust. | Rust | ★ 0 | [repo] |
| typesafemattneel | An idiomatic Elixir client for the TypeSafe AI API. | Elixir | ★ 0 | [repo] |
| typesafe_ai (hfiguera)hfiguera | A supervised Mint client for the TypeSafe AI System One API. | Elixir | ★ 0 | [repo] |
| typesafe_ai (typesend)typesend | Unofficial Elixir SDK for the TypeSafe AI API. | Elixir | ★ 0 | [repo] |
| typesafe_sdk_exvinnie357 | Typesafe AI SDK in Elixir using Req. | — | ★ 0 | [repo] |
| typesafe-go (zhirschtritt)zhirschtritt | Idiomatic Go SDK for the TypeSafe AI API. | Go | ★ 0 | [repo] |
| typesafe-rsAbdelStark | Latency-first Rust SDK for TypeSafe System One. | Rust | ★ 0 | [repo][site] |
| typesafe-sdk (binnash)binnash | PHP & Laravel SDK for TypeSafe AI's JEV Model series. | PHP | ★ 0 | [repo] |
| typesafe-sdk-govalksor | Unofficial Go SDK for the TypeSafe AI System One API — 1:1 parity with the official JS and Python SDKs. Not affiliated with TypeSafe AI. | Go | ★ 0 | [repo] |
| typesafe-sdk-phpvalksor | Unofficial PHP SDK for the TypeSafe AI System One API — 1:1 parity with the official JS and Python SDKs. Not affiliated with TypeSafe AI. | PHP | ★ 0 | [repo][site] |
| typesafe-sdk-swiftInsaneArts | Swift SDK for TypeSafe AI. | Swift | ★ 0 | [repo] |
| typesafe.zigmattneel | An idiomatic Zig client for the TypeSafe AI API. | Zig | ★ 0 | [repo] |
| typesafeai-gochez-shanpu | Go SDK for TypeSafe AI API https://docs.typesafe.ai/api. | Go | ★ 0 | [repo] |
0 matches in this section.
Jev inside frameworks, gateways, and platforms.
| Project | Description | Lang | Stars | Links |
|---|---|---|---|---|
| evevercel | Vercel's open agent framework, which ships Jev as the default evaluation model in its experimental evaluate path. | TypeScript | ★ 5,355 | [repo][site] |
| ai-clivercel-labs | Vercel Labs terminal CLI that can run Jev as the evaluation model for its evaluate command. | TypeScript | ★ 699 | [repo][site] |
| Lokiwundercorp | Self-improving agent harness with an optional TypeSafe Jev companion for typed Choice, Score, and Noul judgments. | Python | ★ 17 | [repo][site][post] |
| ruby_llm-typesafekieranklaassen | TypeSafe structured-output provider for RubyLLM 2. | Ruby | ★ 9 | [repo] |
| HA-JevAboveColin | Home Assistant integration for TypeSafe Jev. Ask a question about your house and get a probability, a choice or a score as an entity. | Python | ★ 4 | [repo] |
| neo4jevjexp | Typesafe.ai System One Model Jev navigating a Neo4j graph by using a classifier over neighbouring relationships. | Jupyter Notebook | ★ 2 | [repo][post] |
| typesafe-jev-workflowGiesN | Async LangGraph workflow that gets a typed Jev Choice (invoice or general) and routes each inbound email to the matching handler. | Python | ★ 2 | [repo] |
| a0-typesafe-ai3clyp50 | TypeSafe AI Jev judgments for Agent Zero, with typed tools and probability cards. | Python | ★ 1 | [repo] |
| typesafe-ai-railsGenieRobot | Community Rails integration on the typesafe-sdk gem: configuration, persisted usage and cost telemetry, and opt-in confidence policies. | Ruby | ★ 1 | [repo] |
| agentgateway Jev guardrail example | Jev as an LLM prompt guardrail inside the agentgateway proxy, with tracing and cost tracking. | TypeScript | — | [post][link] |
| Jev on Vercel AI Gateway | Hosted typesafe-ai/jev for AI SDK evaluate calls, no TypeSafe waitlist required. | — | — | [site][post] |
| Jev4MelleaSoundBlaster | Jev adapter to Mellea. | Python | ★ 0 | [repo] |
| judging-with-typesafecarlsonchik | Скилл для агентов Letta: суждения по критериям через TypeSafe System One (Jev). | Python | ★ 0 | [repo] |
| laravel-typesafe-jevButochnikov | Unofficial Laravel integration for TypeSafe Jev AI with typed responses, async requests, scoped dependency injection, and testing fakes. | PHP | ★ 0 | [repo] |
| n8n-nodes-typesafe-aiDomMonte | N8n community node for the TypeSafe AI System One API — typed yes/no, choice and score questions with calibrated probabilities. | TypeScript | ★ 0 | [repo] |
| pg_typesafegiuliosmall | Pre-alpha PostgreSQL extension for TypeSafe AI (Jev) categorical classification. | C | ★ 0 | [repo] |
| pydantic-jev-examplesadtyavrdhn | Pydantic AI capabilities made stronger with Jev: small runnable demos, one file each. | Python | ★ 0 | [repo] |
| TrainLCD Jev rerank | Pull request adding Jev to station-suggestion reranking in the TrainLCD transit app. | TypeScript | — | [post][link] |
| typesafe-assistJanOstrowka | Home Assistant Assist conversation agent powered by TypeSafe's Jev (System One) model. | Python | ★ 0 | [repo] |
| typesafe-on-neonandrelandgraf | Neon Function proxy for the Neon AI Gateway with TypeSafe Jev routing. | TypeScript | ★ 0 | [repo][post] |
| typesafe-uiBunsDev | Shadcn-style reusable components and blocks for using TypeSafe AI. | TypeScript | ★ 0 | [repo][site] |
| Vercel AI SDK provider | @ai-sdk/typesafe-ai plus experimental_evaluate; use jev-latest as an evaluation model. | — | — | [site][post] |
0 matches in this section.
Gates, routers, reviewers, MCP servers, and skills for coding agents.
| Project | Description | Lang | Stars | Links |
|---|---|---|---|---|
| jev-review (devagrawal09)devagrawal09 | A staged code-review workflow and local dashboard built with TypeSafe Jev. | TypeScript | ★ 77 | [repo][post] |
| foremanthruwire | Software Factory Foreman: an agent supervisor that uses Jev decisions to keep coding agents on task. | Python | ★ 67 | [repo][post] |
| jev-review (NiazMorshed2007)NiazMorshed2007 | Local-first MCP plugin for continuous software-quality review by AI coding agents, powered by Jev. | TypeScript | ★ 45 | [repo] |
| jev-router (gargpratyush)gargpratyush | Route to the cheapest model in claude code for your task using jev-router. | JavaScript | ★ 44 | [repo] |
| jev-mcp (jkudish)jkudish | Proof of concept MCP for Typesafe's new Jev AI model. | TypeScript | ★ 24 | [repo][post] |
| pi-wardenDevMortimer | Guardrails for Pi built on pi-typesafe that steer the agent instead of interrupting you: Jev judges irreversible and off-task tool calls, detects stuck loops, checks unverified done claims, flags slop. | TypeScript | ★ 22 | [repo] |
| typesafe-mcpitsmostafa | Go CLI and single-binary MCP server exposing TypeSafe judgments to Claude Desktop, Claude Code, and Codex. | Go | ★ 12 | [repo][post] |
| pi-jev (y0usaf)y0usaf | TypeSafe Jev as a decision layer for the Pi coding agent: a measured tool-call gate plus jev_ask for typed, calibrated answers. | TypeScript | ★ 11 | [repo] |
| jev-axishiftynick | Agent-ergonomic CLI for TypeSafe's Jev: fast calibrated judgments (pick, rate, check, rank, triage, guard) from the shell. | TypeScript | ★ 5 | [repo] |
| jev-codex-router0xNatoshi | Per-turn model & reasoning routing for Codex, driven by Jev (TypeSafe System One): picks the model, thinking depth and speed mode for every turn. | Python | ★ 4 | [repo][post] |
| jev-mcp (blakestone-x)blakestone-x | MCP server for TypeSafe Jev: typed classify, score, check, match and screen for any agent, with confidence on every answer. | Python | ★ 4 | [repo][post] |
| jevexjvsteiner | Minimal agent loop where Jev directs control flow and a LangChain chat model writes argument values and the final response. | Python | ★ 3 | [repo] |
| typesafe-cli (geilt)geilt | CLI and agent skill for TypeSafe System One (Jev): typed Choice, Score, and Noul judgments. | Python | ★ 3 | [repo] |
| typesafe-skill-routerDECRUX9812 | TypeSafe (Jev) skill routing for Hermes Agent: names the one skill worth loading, before the model call. Opt-in, stdlib only, ~$0.001 per routed turn. | Python | ★ 3 | [repo] |
| winnowGhalebDweikat | A calibrated context sieve for Claude Code: every tool result is judged by a System One model before it enters context. | Python | ★ 3 | [repo][post] |
| jev-agent-skill-routerGodsBoy | Typed, confidence-aware agent skill routing with TypeSafe Jev. | Python | ★ 2 | [repo] |
| jev-judgmentHyunjunJeon | Agent Skill: send closed coding-agent judgments to TypeSafe Jev. | Python | ★ 2 | [repo] |
| pi-jev-auto-modejomatsu | Jev (TypeSafe System One) backed auto mode for the Pi coding agent: semantically auto-approves bash, write, and edit tool calls and fails closed when a decision cannot be made. | TypeScript | ★ 2 | [repo] |
| typesafe-migration-guardopaielsheikh | Automated database migration safety reviewer powered by TypeSafe AI (Jev System One model). | TypeScript | ★ 2 | [repo] |
| typesafe-modBeLazy167 | Claude Code mod that routes decisions to TypeSafe's Jev model: ranks installed skills per prompt, and answers the agent's own this-or-that questions when confident. | TypeScript | ★ 2 | [repo] |
| ailerixtylerjharden | Type-safe model router. Jev (System One) banks each request to a typed catalog route. | TypeScript | ★ 1 | [repo][site] |
| Antigravity-mcp-semantic-search-with-TypeSafeAigreenyamao | Fast semantic code search & diff sanity auditor for AI coding assistants (Antigravity, Cursor, Claude Code) powered by TypeSafe System One. | Python | ★ 1 | [repo] |
| ask-jevomni- | Utilizing Jev, the RLCD-type model provided by TypeSafe AI, to independently and cheaply judge agentic coding sessions. | PowerShell | ★ 1 | [repo] |
| bicameralAbdelStark | Hybrid coding harness: System 2 writes, System 1 (Jev) runs reflexes. | TypeScript | ★ 1 | [repo] |
| diffjuryraihankhan-rk | DiffJury — TypeSafe Jev PR risk router + code review coach. | TypeScript | ★ 1 | [repo] |
| jcm-routeradarshmishra07 | Local proxy that picks the Claude model and effort per message using TypeSafe Jev. Routes subagents, leaves your cached main chat alone. | TypeScript | ★ 1 | [repo] |
| jev-mcp (benballintyn)benballintyn | MCP server giving coding agents typed, calibrated judgments from TypeSafe's Jev model. | — | ★ 1 | [repo] |
| jev-mcp (rashedInt32)rashedInt32 | MCP server exposing TypeSafe Jev as typed, calibrated judgment tools: classify, score, check, batched ask. Ships as a Claude Code plugin. | TypeScript | ★ 1 | [repo][site] |
| jev-predict-skillDanielKillenberger | Predict another skill's next closed decision with TypeSafe Jev — without running that skill. | HTML | ★ 1 | [repo] |
| jev-shieldcaiovicentino | Semantic MCP firewall powered by Jev — screens every tool call, tool result, and tool description with calibrated System One verification. 94% block recall, 0 false positives, ~$0.00002/check. | JavaScript | ★ 1 | [repo] |
| omp-typesafesiddicky | TypeSafe AI (Jev) adversarial reviewer and typesafe_ask tool for the omp coding agent. | TypeScript | ★ 1 | [repo] |
| pi-jev-routermejiasd3v | Automatic model routing for Pi using TypeSafe's Jev through Vercel AI Gateway. | JavaScript | ★ 1 | [repo] |
| pi-quiet-askHyunjunJeon | TypeSafe Jev as the pi coding agent's quiet decision layer. | TypeScript | ★ 1 | [repo] |
| agent-gate-loopRipwords | Reusable GitHub Action: agent fix loop gated by checks, an AI reviewer, and TypeSafe Jev. | TypeScript | ★ 0 | [repo] |
| agent-handoff-gatezsoXi | Experimental protocol for evidence-aware agent handoffs, with Jev-assisted review before results reach the lead agent. | Python | ★ 0 | [repo][post] |
| ask-jev-skillshantanugoel | Skill for Hermes, and other agents, to ask typesafe's jev. | Python | ★ 0 | [repo][post] |
| check-riskmoezubair | A CLI and GitHub Action that assesses code-change risk using deterministic rules and TypeSafe Jev, recommending checks and reviewers before merge. | TypeScript | ★ 0 | [repo] |
| frostmarcus | A flexible and configurable CLI model router using TypeSafe Jev. | Go | ★ 0 | [repo][site] |
| hermes-jev-routerussyverse | Experimental Hermes plugin: Jev-assisted model routing plans with budget and capability constraints. API access pending. | Python | ★ 0 | [repo] |
| jev-builder-looprainbowpuffpuff | Grok skill: Jev as a judgment sensor in a builder-agent loop (priors × probabilities → next act). | Python | ★ 0 | [repo] |
| jev-codedevagrawal09 | Bounded TypeSafe Jev workflows for coding agents. | — | ★ 0 | [repo] |
| jev-guardleepokai | Prompt-injection and dangerous-action guard for coding agents (Claude Code, Codex, pi, ACP), powered by Jev. | JavaScript | ★ 0 | [repo] |
| jev-mcp (arunav25)arunav25 | Connect JEV to MCP clients and compare its judgments against general-purpose LLMs using shared datasets and measurable accuracy. | JavaScript | ★ 0 | [repo] |
| jev-mcp (burnigtm)burnigtm | MCP server that puts TypeSafe Jev on the coding loop in Cursor, Codex, and any MCP client. | TypeScript | ★ 0 | [repo] |
| jev-review (thiago-ss)thiago-ss | Autonomous Jev pull-request review with typed decisions, calibrated approval gates, and trusted-owner escalation. | Python | ★ 0 | [repo] |
| jev-router (prismhq)prismhq | Open-source LLM router that uses TypeSafe's Jev to pick a model, on top of LiteLLM. | Python | ★ 0 | [repo] |
| jev-skillfulbestagentkits | Per-prompt capability router for coding agents: resolves installed skills, MCP servers, agents and commands against your prompt via TypeSafe Jev, and measures whether the injection actually helps. | TypeScript | ★ 0 | [repo] |
| jev-system-architectsamtay32 | System-architecture skill for TypeSafe AI Jev/System One — find fuzzy semantic judgment and turn it into small Choice/Score/Noul primitives. | — | ★ 0 | [repo][post] |
| jev-triagecephalization | Uses typeful jev, zero sync to pull and sync large repositories for issue triage. | TypeScript | ★ 0 | [repo] |
| JevLinthuntedman | Configurable semantic linting powered by Jev, with file-level NOUL judgments and a magic-strings plugin. | TypeScript | ★ 0 | [repo] |
| limpetnoplan-inc | A Stop hook that stops your coding agent from stopping too early. Plain-language rules, judged by jev. | Python | ★ 0 | [repo] |
| omp-jevens-classifierSTRML | Jev-powered model-judged permission gate for OMP (TypeSafe System One). | TypeScript | ★ 0 | [repo] |
| pi-agent-foremanalexshpunt | Send Pi agents back to work when they stop before the job is done. | TypeScript | ★ 0 | [repo] |
| pi-jev (TheoOliveira)TheoOliveira | Semantic tool routing and typed System One decisions for the Pi coding agent using TypeSafe Jev. | TypeScript | ★ 0 | [repo] |
| pi-jev-codeKamilPostrozny | Single-agent Pi coding coprocessor with Jev semantic gates, baseline-to-current diff review, and append-only observability telemetry. | TypeScript | ★ 0 | [repo] |
| pi-typesafetwilwa | Pi coding-agent extension built on the TypeSafe AI System One API (Jev). | TypeScript | ★ 0 | [repo] |
| pi-typesafe-jevlegacybridge-tech | A pi extension that exposes TypeSafe (Jev, System One) judgments as five pi tools, so a model can make narrow semantic judgments while your code and your users keep control of thresholds, weights, and actions. | TypeScript | ★ 0 | [repo] |
| switchboardaniruddh-krovvidi | Guardrail + model router for LLM gateways on TypeSafe's Jev (System One model), with an independent accuracy/calibration/latency evaluation. Stdlib Python. | Python | ★ 0 | [repo] |
| typesafe-demo-mcpbestagentkits | MCP server exposing TypeSafe System One judgments (noul, choice, score) as agent tools. | TypeScript | ★ 0 | [repo] |
| typesafeai-reviewrbalch | Using Typesafe.AI to generate diff reviews. | Python | ★ 0 | [repo] |
| zcode-jevZahrannnn | Typed judgment layer for coding agents — gates from PRD to ship. Jev-ready, provider-agnostic. | TypeScript | ★ 0 | [repo] |
0 matches in this section.
Browser, desktop, and mobile automation with Jev choosing the action.
| Project | Description | Lang | Stars | Links |
|---|---|---|---|---|
| Jev Ultrafastbrowser-use | 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. | Python | ★ 1,194 | [repo][post] |
| typesafe-computer-useawlevin | Computer use for about $0.0002 a step: OCR the screen, classify the next action with TypeSafe, click. macOS. | Python | ★ 145 | [repo][post] |
| jev-browser (vlad-terin)vlad-terin | Jev-powered element selection for your agent’s existing computer-use tools. | JavaScript | ★ 31 | [repo][post] |
| unclutterkitze | WXT browser extension: Jev-powered page clutter removal with reusable template rules. | TypeScript | ★ 17 | [repo][post] |
| mobile-jevdroidrun | Standalone Android agent for Mobilerun where Jev makes every decision, with a live React studio and an Uber demo. | JavaScript | ★ 14 | [repo] |
| computer_usepaulsmith | MacOS computer use driven by Jev (TypeSafe System One) as the decision maker. | Go | ★ 1 | [repo] |
| jev-browsekyrylosyzonenko | Drives a real browser with Jev making every decision and Vercel's agent-browser performing every action, with a benchmark. | JavaScript | ★ 1 | [repo] |
| jev-browser (vinilana)vinilana | Hybrid browser harness: an LLM turns goals into verifiable subgoals, Jev chooses each action and DOM field, Playwright acts. | TypeScript | ★ 1 | [repo] |
| jev-browser (Ying-Kai-Liao)Ying-Kai-Liao | Browser automation where an LLM plans and Jev (Typesafe System One) decides. Library, CLI and MCP server. | JavaScript | ★ 1 | [repo][post] |
| jev-egoromaluev | TypeScript browser agent for ego lite: Jev Ultrafast indexed actions, TypeSafe Jev decisions, persistent observe/act CLI. No Chrome or Playwright. | TypeScript | ★ 1 | [repo] |
| psearchkomikat | Parallel web search for terminals and agents, with local Chromium and Jev-guided exploration. | Python | ★ 1 | [repo] |
| almond-fastlooperiestra | Almond-fastloop: Almond's browser computer-use rig (Chrome DevTools + TypeSafe Jev), and the Browser Use Olympics benchmark it is measured on. | HTML | ★ 0 | [repo] |
| barruntoelpumberto | A Chrome extension that brings TypeSafe's Jev to X.com to analyze posts as you browse. | TypeScript | ★ 0 | [repo] |
| browser-use-olympicseriestra | Browser Use Olympics by Almond: one prompt, five events, one clock. Plus fast loop, a ~200-line browser computer-use agent (Chrome DevTools + TypeSafe Jev). | HTML | ★ 0 | [repo] |
| jev-browser (KesavanKing)KesavanKing | Local browser automation UI that uses TypeSafe Jev to choose bounded page actions and a text model only for field values. | Python | ★ 0 | [repo] |
| jev-browser (MahmoudAdelbghany)MahmoudAdelbghany | Jev-powered browser MCP for LLM agents — ~300ms decisions, no LLM tokens in the loop. Benchmark vs Playwright MCP included. | JavaScript | ★ 0 | [repo] |
| jev-browser (tontoko)tontoko | One grounded Jev/Playwright core: typed SDK, persistent CLI, and MCP server with native browser operations and deterministic assertions. | TypeScript | ★ 0 | [repo] |
| jev-mobileFriedjof | Fast structured Android control loops with TypeSafe Jev and Mobile MCP. | Python | ★ 0 | [repo] |
| jev-playwright-mcpkrw82 | Jev-augmented Playwright MCP proxy — page-state triage, prompt-injection shielding, goal-based snapshot pruning, risky-action gating. Drop-in wrapper around @playwright/mcp for any coding agent. | TypeScript | ★ 0 | [repo] |
| JevTestCorieW | Bounded exploratory browser testing with Jev, deterministic assertions, and replayable evidence. | TypeScript | ★ 0 | [repo][site] |
| ottoNobleSpartan6 | Open-source native computer use for macOS and Windows: TypeSafe Jev, local OCR, and selective planning. | TypeScript | ★ 0 | [repo] |
| sifttylergibbs1 | Chrome extension that re-ranks Google results with TypeSafe Jev and folds away sales pages and SEO filler. | TypeScript | ★ 0 | [repo] |
| sloppy-jevs-extensionneddes | Open-source Chrome extension that filters AI-generated prose and ads with Jev. | JavaScript | ★ 0 | [repo] |
| turbosightmap | Jev-powered semantic browser use. | — | ★ 0 | [repo] |
0 matches in this section.
Products, tools, and pipelines that call Jev.
| Project | Description | Lang | Stars | Links |
|---|---|---|---|---|
| jev-traderjarrodwatts | One AI trade decision every Monad block. Jev on Kuru MON-USDC. | TypeScript | ★ 363 | [repo][site][post] |
| notrausenotra | Marketing analytics platform whose feature flag routes brand-visibility classifiers off an LLM and onto Jev boolean decisions. | TypeScript | ★ 170 | [repo][site] |
| commit-minerdevanshbatham | Classify Git commit diffs and messages with Jev. Bug fixes, security fixes/CWEs, and change types. | Rust | ★ 15 | [repo] |
| blinkellipsis-dev | Codebase search powered by Jev from @typesafe-ai. | TypeScript | ★ 8 | [repo][post] |
| Jev-Moderation-Botbrainstormity | Real-time Discord moderation bot: Jev evaluates messages and metadata in parallel to catch phishing, spam, and social engineering with a progressive escalation ladder. | Python | ★ 6 | [repo] |
| ai-elo-rankeropaielsheikh | High-speed recursive AI Elo tournament engine powered by Jev and Swiss matchmaking. | Python | ★ 5 | [repo] |
| typesafe-cli (y0usaf)y0usaf | Ask Jev typed questions from the shell: noul, choice, and score answers as numbers, not prose. | TypeScript | ★ 4 | [repo] |
| jevmeterChetasLua | Put a live Jev (TypeSafe) meter on any video: every sentence scored, rendered as a 16:9 edit. | Python | ★ 3 | [repo][post] |
| jevlogsreachjalil | Open-source Jev log triage for OpenTelemetry. Score the signal before expensive LLM analysis. | TypeScript | ★ 2 | [repo] |
| semdecidesharziki | Typed semantic decisions for Unix pipelines and CI, powered by TypeSafe AI Jev. | Python | ★ 2 | [repo][post] |
| commentcopntedvs | Put your code comments on trial. Powered by Jev. | TypeScript | ★ 1 | [repo] |
| jevibe-checksriganesh | A live tone labeler for Bluesky posts and drafts, using TypeSafe's Jev API. | JavaScript | ★ 1 | [repo] |
| btc-jev-signalWebGrga | Experimental multi-horizon BTC signal generator using TypeSafe Jev probabilities and Binance market data. | TypeScript | ★ 0 | [repo] |
| citation-verifierMarissaFamularo | Check whether each cited paper supports the sentence citing it. Claude proves the quote, TypeSafe's Jev scores it, a human decides. | JavaScript | ★ 0 | [repo][site] |
| dmx.to | X client with Jev smart rules that filter the timeline by usefulness, type, and topic. | — | — | [site][post] |
| draftpulsepekth | Experimental: live X draft viral scorer powered by TypeSafe Jev. | TypeScript | ★ 0 | [repo] |
| emoji-jevcolinmcdermott | Emoji autocomplete at the speed of typing. TypeSafe AI Jev on a Whop-hosted TanStack Start app. | TypeScript | ★ 0 | [repo] |
| everysufianetaouil | Ask a yes/no question of every function in a codebase. Ranked answers in seconds, for cents. Grep whose pattern is a question, powered by TypeSafe Jev. | Python | ★ 0 | [repo] |
| Jev Classifier | Local Telegram channel JSON analyzer for intent, quality, sentiment, and speaker tone. | — | — | [site][post] |
| jev-audio-beepersantos-sanz | Low-latency audio censorship POC using Jev typed decisions and ffmpeg. | TypeScript | ★ 0 | [repo] |
| jev-clijtsang4 | CLI for TypeSafe AI's Jev evaluation model — typed questions in, structured JSON answers out. | TypeScript | ★ 0 | [repo] |
| jev-document-classificationCharlyhno-eng | JEV Document Classification enables the rapid and cost-effective classification of text-based documents using AI, leveraging TypeSafe's "System One" model. | TypeScript | ★ 0 | [repo] |
| jev-rerankhev | Use Jev (TypeSafe's System One model) as a calibrated reranker: one call, up to 30 documents, a probability per document. Apache-2.0. | Python | ★ 0 | [repo] |
| jev-resume-analyzerawun8191 | CV diagnostics and job alignment with TypeSafe Jev, React and FastAPI. | Python | ★ 0 | [repo] |
| jevegis0xArx | Guardrails for LLM apps in one API call. Prompt injection, jailbreaks, leaks, unsafe content. Built on TypeSafe Jev. MIT. | TypeScript | ★ 0 | [repo][site] |
| JevTicktRouterGhrezaKh74 | A .NET 10 and React 19 application for fast, structured AI-powered ticket triage using TypeSafe Jev. | C# | ★ 0 | [repo] |
| mimicryjxucoder | Rewrite AI drafts in your own voice with a bounded TypeSafe feedback loop. | Python | ★ 0 | [repo] |
| pkg-gatehemanth | Pre-install security gate for npm lifecycle scripts using TypeSafe System One. | JavaScript | ★ 0 | [repo] |
| s1scpaczek | System One Search: navigate and trace code with TypeSafe judgments and repository evidence. | TypeScript | ★ 0 | [repo][site] |
| scam-shieldShupingR | Scam text message filter powered by TypeSafe's Jev model. | TypeScript | ★ 0 | [repo][site] |
| transcript-scorecardbrandonbryant12 | ACME live support-call scoring demo with TypeSafe AI, Effect, SQLite, React, Vite, and Turborepo. | TypeScript | ★ 0 | [repo] |
| typesafe-commentHexdigest123 | Small Python package that uses typesafe.ai to evaluate code comments on certain heuristics. | Python | ★ 0 | [repo] |
| typesafe-jevgtaras7 | Screen a folder of CVs with the TypeSafe Jev decision model: typed judgments, an editable policy, free re-scoring. | TypeScript | ★ 0 | [repo] |
| typesafe-triage-guardshivam2003-dev | Three composable judgment pipelines on TypeSafe's Jev: support-ticket triage, observability alert triage, and a deploy-risk gate. | Python | ★ 0 | [repo] |
0 matches in this section.
Games and simulations with Jev making the moves.
| Project | Description | Lang | Stars | Links |
|---|---|---|---|---|
| typesafe-mariofhshaik | A TypeSafe/Jev agent that plays Super Mario Bros. from structured emulator state. | Python | ★ 165 | [repo] |
| jev-droneRomanSlack | Camera-only autonomous drone in MuJoCo with a small judgment model (TypeSafe Jev) in the loop at 2.5Hz. | Python | ★ 36 | [repo] |
| tsai-scphyous | TypeSafe Jev controls original StarCraft shareware through keyboard and mouse with recorded action probabilities. | Python | ★ 5 | [repo] |
| typesafe-snakesorrycc | Snake auto-played by TypeSafe's Jev model: one System One choice per tick, legal moves and facts generated in code. | TypeScript | ★ 5 | [repo] |
| mario-jevshantanugoel | Python prototype that plays NES Super Mario Bros. from structured RAM observations, with Jev answering focused movement and jump questions. | Python | ★ 4 | [repo] |
| OneVOneJevemrickgarrett | 1v1 Jev quickscope arena — Three.js + TypeSafe System One. | TypeScript | ★ 1 | [repo] |
| rubikjev0xtrou | Challenge the Jev's intelligence in Rubik Cube puzzles. | TypeScript | ★ 1 | [repo][site] |
| Agent-JEV-TetrisYasserbhb | Using the new model JEV to play the game tetris. | HTML | ★ 0 | [repo] |
| beatjevlambertsj | Browser game: try to beat Jev at spotting a spam message. | JavaScript | ★ 0 | [repo][site][post] |
| casse-brique-typesafePara-FR | A Next.js brick breaker whose paddle is controlled in real time by TypeSafe AI's Jev model. Built with Claude Code. | TypeScript | ★ 0 | [repo] |
| chess-jev | 3D chess where Jev plays both sides, or you jump in. | — | — | [site][post] |
| cyber-breach-jevrchovatiya88 | Cyber-Breach: The Jev Protocol - A tactical cyberpunk arena combat game powered by TypeSafe AI Jev System One decision model. | JavaScript | ★ 0 | [repo] |
| Game Plan | Small game that tests how Jev handles unknown input. | — | — | [site][post] |
| heist-oneAbdelStark | Observable browser stealth game: Jev makes typed guard judgments while deterministic code owns the world. | TypeScript | ★ 0 | [repo] |
| Hollow Creek | Village NPCs that judge you each tick, deciding what to do and how they feel, instead of chatting. | — | — | [site] |
| hundredjammaru | 100 AI NPCs live in a tiny town. Jev chooses the next action; the world writes the story. | TypeScript | ★ 0 | [repo] |
| Jev Arcade | Krunker-style 1v1 FPS where Jev decides move, aim, ADS, fire, and jump at about 9 Hz. | — | — | [site][post] |
| Jev board games | Playable board games driven by Jev decisions. | — | — | [site][post] |
| Jev Driving Labkavehmz | Interactive experiments from support routing to a 3D driving simulation: structured sensor state in, typed steer, brake, and overtake decisions out. | JavaScript | ★ 0 | [repo][post] |
| Jev Pac-Man | The maze as JSON; Jev picks the turn at each junction in real time. | — | — | [site] |
| Jev Tetris | Jev picks rotation and column from holes, stack height, and bumpiness. | — | — | [site] |
| jev-askable-armTarunTomar122 | Zero-shot English goals on a sim Franka. Jev chains hardcoded primitives. | Python | ★ 0 | [repo] |
| jev-bfskomikat | Wikipedia link races with direct Jev ranking and a live terminal display. | Python | ★ 0 | [repo] |
| jev-doom-agentlukaske | A browser-native Doom agent experiment with structured spatial state, composable AI controls, live decision telemetry, and a Chocolate Doom WebAssembly runtime. | TypeScript | ★ 0 | [repo] |
| jev-gamesshantanugoel | Visual Jev lab for multiple games and emulator platforms. | Python | ★ 0 | [repo] |
| jev-gomokumizchi | MoonBit client for Jev plus a Jev-vs-Jev gomoku match, with timing logs. | MoonBit | ★ 0 | [repo] |
| jev-play-ping-pongIcohen007 | Jev plays browser table tennis in real time: structured telemetry, typed decisions, ordinary Chrome inputs, and auditable evidence. | JavaScript | ★ 0 | [repo][site] |
| jev-snakeiammusham | An experimental Snake environment where the game engine owns deterministic rules and TypeSafe AI's Jev makes the movement decision from structured state on every tick. | Python | ★ 0 | [repo] |
| jev-t-rex-runnerjoshlarsen | Chrome dino game played by Typesafe AI Jev model. | JavaScript | ★ 0 | [repo] |
| jev-tetrisMachineLearning-Nerd | A visual TypeSafe demo where Jev chooses verified Tetris placements. | Python | ★ 0 | [repo] |
| jev.modsHardel-DW | Minecraft mod where Jev tries to finish the game from scratch without a scripted route. | Java | ★ 0 | [repo] |
| jev2048KyleKreuter | Let Jev (TypeSafeAI) solve 2048. | TypeScript | ★ 0 | [repo] |
| last-exit0x963D | A cyberpunk border encounter powered by TypeSafe Jev. Bluff the guard. Inspect the receipts. | JavaScript | ★ 0 | [repo][site] |
| pdoom-protocolonionminionops-beep | USER + JEV: P(DOOM) PROTOCOL — co-op platform shooter where TypeSafe Jev plays alongside you. | TypeScript | ★ 0 | [repo] |
| pong-jevsafzanpirani | TypeSafe's Jev plays Atari Pong. One typed Choice question per frame, no coordinates sent to the model. | TypeScript | ★ 0 | [repo] |
| ps2-ai-agentopaielsheikh | Autonomous PlayStation 2 AI Agent with real-time visual telemetry HUD powered by TypeSafe Jev System One. | Python | ★ 0 | [repo] |
| river-oaksBunsDev | NPCs of River Oaks Houston, Texas using Jev to power NPCs. | — | ★ 0 | [repo] |
| river-run-typesafeashaazami | River shooter game in Python, inspired by Atari's River Raid, played by a TypeSafe AI pilot. | Python | ★ 0 | [repo] |
| roverlabjuancamiloqhz | A 3D planetary rover sandbox for experimenting with autonomous decisions using TypeSafe AI. | TypeScript | ★ 0 | [repo] |
| shady-towntpaulshippy | Shady Town: social-deduction party game for the living room TV, moderated by TypeSafe Jev. | Ruby | ★ 0 | [repo] |
| siegevnmoorthy | SIEGE: 200 people vs one agent. A typed action gate (TypeSafe System One) that learns from every breach, evaluated by W&B Weave, hardened by a defender loop. Built at CoreWeave Hacks: Agent Loops 2026. | TypeScript | ★ 0 | [repo][site] |
| snake-jevsiroccomask | Snake controlled by parallel Jev assessments, with one API call per game tick. | Python | ★ 0 | [repo] |
| terrariumTheGali | A sandbox where a TypeSafe System One model presses the controls of a small creature. Code runs the world. | JavaScript | ★ 0 | [repo] |
| tsai-civ2phyous | TypeSafe Jev plays original Civilization II in a browser, with live action probabilities. Experimental full-game harness. | Python | ★ 0 | [repo] |
| typesafe-3d-chessmalDuffin | 3D chess powered by TypeSafe AI (Jev). AI vs AI by default, or play either side. Multiple difficulty levels. | TypeScript | ★ 0 | [repo] |
| typesafe-chessTholeG | Chess where both players are TypeSafe's Jev model: every move is a typed Choice decision. | JavaScript | ★ 0 | [repo] |
| typesafe-minecraft-demoellistev | A Minecraft Java player controlled by TypeSafe AI, with live decisions, Canadian flag building, and a side-by-side dashboard. | JavaScript | ★ 0 | [repo] |
0 matches in this section.
Live demos and playgrounds.
| Project | Description | Lang | Stars | Links |
|---|---|---|---|---|
| jev-mejon-devlapaz | A grill-me style interrogation of your idea, with Jev doing the grilling. | — | ★ 6 | [repo] |
| typesafe-ai-playground (BunsDev)BunsDev | Community TypeSafe AI playground: 110 use cases, games, dilemmas and model challenges, with editable prompts, A/B comparisons and a mobile-friendly UI. | TypeScript | ★ 5 | [repo][site] |
| jev-system-onehaseeb-heaven | A polished OpenAI + TypeSafe Jev terminal interface for answers with transparent decision reports. | Python | ★ 2 | [repo] |
| clarity-judgeBunsDev | Multi-axis writing quality checker powered by TypeSafe AI's Jev model. Separate named checks, each with its own verdict and confidence. | TypeScript | ★ 1 | [repo][site] |
| gpt-vs-jevTanayPadar | Compare GPT generated language with JEV structured Noul decisions on the same input. | TypeScript | ★ 1 | [repo][site][post] |
| harden-jev-decidestylerjharden | JEV picks which stream idea becomes the live MVP. TypeSafe System One decision board. | TypeScript | ★ 1 | [repo] |
| jev-playground (Little-Planet-Labs)Little-Planet-Labs | A small Next.js app for experimenting with TypeSafe AI's Jev model (System One). | TypeScript | ★ 1 | [repo][site] |
| cartshieldndolinschi | CartShield — SMB checkout fraud disposition via TypeSafe Jev. | TypeScript | ★ 0 | [repo][site] |
| Crowdcheck | Test a post against 10,000 synthetic personas before you publish it. | — | — | [site] |
| extremely-specific-councilcbetz | Twelve members. Zero qualifications. A playful TypeSafe AI council with animated votes, inspectable decisions, and shareable verdicts. | TypeScript | ★ 0 | [repo][site] |
| got-jevphureewat29 | Jev (TypeSafe AI) PoC through Game of Thrones. | TypeScript | ★ 0 | [repo][site] |
| guard-jevNorbertBodziony | Comment-moderation playground: paste a comment, Jev decides what to do with it. | TypeScript | ★ 0 | [repo][site] |
| harnessjudgendolinschi | Judge agent steps — ok / retry / escalate / stop via TypeSafe Jev. | TypeScript | ★ 0 | [repo][site] |
| hiresignalndolinschi | HireSignal — resume first-pass fit+interview via TypeSafe Jev. | TypeScript | ★ 0 | [repo][site] |
| human-compilerasfarsadewa | A compiler for human language. Paste text, get diagnostics. Measured by TypeSafe Jev. | TypeScript | ★ 0 | [repo][site] |
| Instinctjoevidev | Instinct: describe a case in free text and Jev picks the UI from a fixed catalog without generating a line of code or copy. | TypeScript | ★ 0 | [repo][site] |
| Jev Gamecastnarulaskaran | Jev Gamecast: replay-first React app that asks Jev typed questions about live sports data. | TypeScript | ★ 0 | [repo][site] |
| Jev mood demo | Talk nicely or nastily over time; structured state tracks the mood. | — | — | [site] |
| Jev Room | One sentence becomes six room settings. Jev chooses, the app renders. | — | — | [site] |
| jev-ad-preflightcardotrejos | Typesafe/Jev public X demo. | — | ★ 0 | [repo] |
| jev-board-labWebGrga | Interactive explorer and Jev question workspace for Jev Board datasets. | JavaScript | ★ 0 | [repo] |
| jev-bun1heiwa4126 | TypeSafe の Jev を TypeScript SDK で使ってみる最初の 1 歩. | TypeScript | ★ 0 | [repo] |
| jev-demosBud-ro | Demos to test the effectiveness of TypeSafe's "Jev" System One Model. | Dart | ★ 0 | [repo] |
| jev-devn-yokomachi | 同じ発言を jev と LLM の両方に判定させ、感情の変動値のズレと応答速度を1画面で見比べるデモ（affectus + Vercel AI Gateway）. | TypeScript | ★ 0 | [repo] |
| jev-paper-judgeJacobLinCool | Feedback on your paper in seconds. | TypeScript | ★ 0 | [repo][site] |
| jev-playground (wustep)wustep | Can a System One model steer music? Jev picks the plan (enums only); code renders sheet, audio and MIDI. | TypeScript | ★ 0 | [repo][site] |
| jev-should-i-applycardotrejos | Typesafe/Jev public X demo. | — | ★ 0 | [repo] |
| jev-user-jurycardotrejos | Typesafe/Jev public X demo. | — | ★ 0 | [repo] |
| jevplayndolinschi | TypeSafe Jev playground — custom Choice/Score/Noul builder with live distributions. | TypeScript | ★ 0 | [repo][site] |
| Job Risk AnalyzerWeSecureYou | Job Risk Analyzer: CLI and REST API that uses Jev to score an occupation's exposure to AI-driven layoffs and its resilience. | TypeScript | ★ 0 | [repo][site] |
| killmyideamonteduro | Describe your startup idea. Jev decides: kill it, fix it or ship it. | TypeScript | ★ 0 | [repo][site] |
| lanebreakndolinschi | LaneBreak — support ticket priority+routing via TypeSafe Jev. | TypeScript | ★ 0 | [repo][site] |
| mcpmatchndolinschi | Match user goals to MCP catalog (two-stage) via TypeSafe Jev. | TypeScript | ★ 0 | [repo][site] |
| ProbablyJordiParraCrespo | Probably: live BTC, ETH, and XRP prices with a shared TypeSafe buy-or-wait demonstration. No trades placed. | TypeScript | ★ 0 | [repo][site] |
| pulselanendolinschi | PulseLane — clinic triage decisions via TypeSafe Jev. | TypeScript | ★ 0 | [repo][site] |
| Search-Function-TestShifros | A test project based on Jev AI, the goal is to build a search function for a blog/article website that has 100s of articles to search from, So the user can actually use the search as chat to question anything and find related answers/articles. | JavaScript | ★ 0 | [repo][site] |
| spendbrakendolinschi | Agent budget brake — continue / downgrade_model / stop via TypeSafe Jev. | TypeScript | ★ 0 | [repo][site] |
| swarmrouterndolinschi | Route tasks to research/code/browser/support/writer agents via TypeSafe Jev. | TypeScript | ★ 0 | [repo][site] |
| toolgatendolinschi | Agent tool/MCP call gate — allow / ask_human / deny via TypeSafe Jev. | TypeScript | ★ 0 | [repo][site] |
| trustgatendolinschi | TrustGate — indie media T&S gate via TypeSafe Jev. | TypeScript | ★ 0 | [repo][site] |
| TypeSafe Typewriter | Val Town demo where 16 typed judgments update live as you type. | — | — | [site][post] |
| typesafe-ai-playground (markjaquith)markjaquith | A playground for experiments around Jev, TypeSafe's System One model. | Rust | ★ 0 | [repo][post] |
| typesafe-arenaDeepBlueDynamics | A playground for TypeSafeAI's Jev Model. | Rust | ★ 0 | [repo] |
| typesafe-image-diffusionWizhill05 | Diffusion-style pixel art out of a classifier: 256 parallel per-pixel Jev questions plus refinement passes. | HTML | ★ 0 | [repo][post] |
| Yes / No | Free, no-signup Noul demo. Ask a question, get yes, no, or maybe, with web search when needed. | — | — | [site] |
0 matches in this section.
Benchmarks, evals, calibration studies, and open replicas.
| Project | Description | Lang | Stars | Links |
|---|---|---|---|---|
| jevlikevinnylarouge | Train a small model that chooses among a changing list of text options, one probability per option in a single pass. Includes Doom, chess, and Wikispeedia demos. | Python | ★ 548 | [repo][post] |
| openjev (TheoLeeCJ)TheoLeeCJ | Can we run something like Jev on a 3090 at home? | Python | ★ 463 | [repo][site][post] |
| jev-eval-agentvinilana | Personal-assistant agent built on Vercel's eve with 100 mocked tools, measuring how many steps it takes when Jev picks the tool versus the LLM. | HTML | ★ 25 | [repo] |
| typesafe-ai-benchmarkiammrduncan | This is a LLM Gateway that mimics typesafe ai structured output. Like an imposter Jev. | TypeScript | ★ 16 | [repo][post] |
| jev-on-a-laptoprorshopping | Unofficial study: Jev-style parallel typed decisions on stock 1.5B-8B models on an Apple Silicon laptop. Benchmarks, research notes, and a Hugging Face Space demo. | Python | ★ 8 | [repo][post] |
| open-jev (JoshuaSP)JoshuaSP | Typed JSON inference with DiffusionGemma, with Every and Jev benchmark results. | Python | ★ 5 | [repo] |
| deciderMapika | One-pass typed decisions with calibrated probabilities (System One style model), fine-tuned from Qwen3.5-2B. | Python | ★ 4 | [repo] |
| jev-benchmarksAbdelStark | Probability-aware evaluation for typed decision models: calibration, selective risk, latency, and reproducible benchmarks. | Python | ★ 4 | [repo] |
| jev-lmy0usaf | A word-level language model whose output layer is Jev: n-gram drafter, Noul chunk verification, bits-per-token eval. | TypeScript | ★ 4 | [repo] |
| LegalForecastBenchjohnhughes3 | LegalForecast-MTD benchmark alpha and official evaluation workflows. | Python | ★ 4 | [repo] |
| open-jev (daseinlabs)daseinlabs | One-pass option scoring with a local Gemma 3 4B on Apple silicon via MLX, inspired by jevlike, with a Doom demo. | Python | ★ 4 | [repo] |
| openvonsgenai-craft | Openvons (open-Jev): 有限選択肢に確率で答える判断層 — テキスト / 画像 / 日本語音声コマンド. | Python | ★ 4 | [repo] |
| jev-behavior-studyRINNECODER | Independent Jev 1.13.0 behavior study: report, controlled prompt experiments, raw results, and offline verification. | Python | ★ 3 | [repo] |
| jev-korean-benchmarkmahlernim | Reproducible early-access evaluation of Jev on Korean understanding and medical text, with runtime and cost evidence. | Python | ★ 3 | [repo][site] |
| jevbetterolanotolu | A stronger one-pass scorer over a variable list of text options: hashed n-gram encoder, rival-aware attention, gated head, temperature scaling, benchmarked against jevlike. | Python | ★ 3 | [repo] |
| jevfirekikoncuo | JEV-inspired parallel decisions for CUDA LLMs. One context, many decisions. vLLM API, game-agent examples, and reproducible benchmarks. | JavaScript | ★ 3 | [repo][site] |
| openjev (zhihz)zhihz | Local bilingual probability decisions from context, questions, and candidate answers. Independent research preview inspired by TypeSafe Jev. | Python | ★ 3 | [repo] |
| jev_stocksosopop | An experimental JEV-powered framework for forecasting short-term stock price direction from structured market data. | Python | ★ 2 | [repo] |
| jev-for-engineersFoadsf | Eight minimal working examples of TypeSafe's Jev (a System One model) applied to mechanical and electrical engineering: CAD/CAE/CAM routing, FEM result triage, DFM screening, BOM alignment, hallucination-proof extraction. Zero dependencies. | Python | ★ 2 | [repo] |
| decisionbridgegrishahq | A Jev-inspired decision interface for existing LLMs. Explicit choices, scores, calibration, and review thresholds. | HTML | ★ 1 | [repo] |
| jev-benchmarkwondertwins | Benchmarks and a playground for TypeSafe's Jev (System One) model: chess, and who-is-the-player-talking-to for speech-to-text game NPCs. | Python | ★ 1 | [repo] |
| jev-little-airwayslbotinelly | A show-and-tell capability study for Jev, TypeSafe's System One decision model. | HTML | ★ 1 | [repo] |
| jev-rerank-benchanessbelbati | Can a decision model beat dedicated rerankers? TypeSafe Jev vs Cohere Rerank 4 vs ZeroEntropy zerank-2 vs a chat-model baseline: 14 datasets, every raw API response, bootstrap ranges on every gap. | Python | ★ 1 | [repo] |
| jev-sec-benchGaurav-Gosain | Blind security benchmarks for Jev, TypeSafe's System One model: prompt injection and vulnerable code detection, built on jev-go. | Go | ★ 1 | [repo][post] |
| kyotsu-ai-benchshibadogcap | AI benchmark on Japan's 2026 Common Test: Jev vs luna-none vs luna-low (static dashboard). | HTML | ★ 1 | [repo] |
| mcts-agentlhemerly | Discriminative Monte Carlo Tree Search using TypeSafe Jev System One Primitives and Gemini. | Python | ★ 1 | [repo] |
| padflow-jev-evalszsavage8 | Typed-decision benchmark from PadFlow (land development SaaS): schemas, anonymized labeled rows, and a runner for confidence-calibrated models like TypeSafe Jev. | Python | ★ 1 | [repo] |
| system-one-openmithalouni | Open replica of TypeSafe's Jev: typed calibrated decisions in one forward pass, on Gemma 4 E2B / Gemma 3 270M (Modal). | Python | ★ 1 | [repo] |
| trade-jevjustinhe16 | Backtest Jev (TypeSafe) as a BUY/SELL/HOLD trader on NQ L10 order-book data. | Python | ★ 1 | [repo] |
| calibreFirasSX914 | Calibration and confidence-based routing measured on Banking77: 80.2% accuracy at $0.103 per 500 decisions. | Python | ★ 0 | [repo] |
| FinancialPredictionJevthodoh1 | Using Jev to test how well it predicts financial markets(just like most llms as of september 2026, it doesnt do that good). | Python | ★ 0 | [repo] |
| jev-agent-failure-benchmarkTokenTrim | Benchmarking Jev (Typesafe.ai) against a strong LLM on the Who&When Pro agent-failure-attribution benchmark (text subset). | Python | ★ 0 | [repo] |
| jev-alpha-benchGaurav-Gosain | Does Jev predict stock returns from news? It reads the news well; there is no tradeable alpha. Three arms separate reading from recall. | Go | ★ 0 | [repo] |
| jev-anotacao-sentencaslab-dados | Jev (TypeSafe) vs. Gemini 3.8 Flash vs. GPT-5.6 Luna na anotação estruturada de sentenças do TJSP: qualidade, tempo e custo. | Python | ★ 0 | [repo][site] |
| jev-as-a-judgedanielgshea | Using Jev as an evaluator. | Python | ★ 0 | [repo] |
| jev-chatadhyaay-karnwal | A chatbot from typed Jev decisions: hierarchical speculative decoding over System One probabilities. | Python | ★ 0 | [repo] |
| jev-column-racegoodrahstar | Jev vs Gemini 3.8 Flash: labelling 1,000 app reviews, 4.1× faster and 7× cheaper. | JavaScript | ★ 0 | [repo][site] |
| jev-deferred-crispificationdnakhoa | Position paper: the Hidden-Markov and fuzzy primitives missing from TypeSafe AI's Jev and System-One decision models. Two lemmas, one principle (Deferred Crispification), one architecture (BSF-S1). | TeX | ★ 0 | [repo] |
| jev-explorationSamuelSacco | Jev (TypeSafe) exploratory thread: claim audit, live demos, and runnable code. | Python | ★ 0 | [repo] |
| jev-finance-benchmarkhifizz | Typesafe.ai model jev finance benchmark. | — | ★ 0 | [repo] |
| jev-freeformkesku | An observable raw-character chat experiment powered entirely by TypeSafe Jev Choice. | JavaScript | ★ 0 | [repo] |
| jev-headline-benchGaurav-Gosain | Can Jev pick the winner of a real headline A/B test? 64.5% across 10,984 Upworthy randomized experiments, 74.7% when the difference was decisive. | Go | ★ 0 | [repo] |
| jev-jp-addresssmasato | Jev (TypeSafe) 性能評価プロジェクト — 日本郵便 KEN_ALL をマスタに、AI SDK 経由の Jev が住所のあいまい一致にどこまで使えるかを検証. | TypeScript | ★ 0 | [repo] |
| jev-labMenny1337 | TypeScript experiments, evaluations, and latency benchmarks for TypeSafe's Jev model. | TypeScript | ★ 0 | [repo] |
| jev-phishing-benchanisselbd | Jev (TypeSafe) vs Claude Haiku 4.5 on 2 000 phishing emails: accuracy, calibration, latency, cost. Reproducible benchmark. | Python | ★ 0 | [repo] |
| jev-pick-and-place-studytryaksh | A small reproducible MuJoCo pilot comparing Jev, Claude Haiku, and reactive rules for pick-and-place. | Python | ★ 0 | [repo] |
| jev-playground (hegargarcia)hegargarcia | Benchmarks Jev against other evaluation models in games with explicit states, legal actions, and measurable outcomes. | TypeScript | ★ 0 | [repo] |
| jev-reportHackSing | 发明 RLHF 的人，这次做了个不会说话的模型：Jev 独立研究报告。52 页 PDF + 50 条中文实测复现包 + 143 条可回溯数据表. | Python | ★ 0 | [repo] |
| jev-research-evaljgridifier | Reproducible Jev Ultrafast research-browser eval harness + field note (QC’d cases, suite runner, report generator). Not investment advice. | HTML | ★ 0 | [repo] |
| jev-routing-experimentTokenTrim | Benchmarking TypeSafe's Jev decision model as a cost-efficient LLM router on RouterArena. | — | ★ 0 | [repo] |
| jev-secret-detectionteyhouse | Measures how well TypeSafe's RLCD-Jev model spots real secret credentials in file snippets. | Python | ★ 0 | [repo][post] |
| jev-shadcn-lint-evalblas0 | A small second eval for shadcn-ui/lint that uses TypeSafe's Jev to judge the linter's own output. | JavaScript | ★ 0 | [repo] |
| jev-spam-evalbitnovus | Zero-shot spam filtering with TypeSafe Jev Noul questions, compared with TF-IDF baselines. | Python | ★ 0 | [repo] |
| jev-synergy-screeningPistachioAIHQ | Jev (TypeSafe System One) × ASReview SYNERGY abstract screening demo — Choice/Noul vs gold labels. | Python | ★ 0 | [repo] |
| jev-trace-classifiersypherin | Application of TypeSafe Jev (noul judgment primitive) on the collusion.wiki corpus: agent vs human page authorship, head-to-head vs local Qwen3.8-Flash-Next. | Python | ★ 0 | [repo] |
| jevgptBewinxed | A chatbot built on a model that cannot generate text (TypeSafe AI's Jev, driven autoregressively). | TypeScript | ★ 0 | [repo] |
| jevmlxbnsd55 | Jev-style parallel constrained decisions for any MLX model on Apple Silicon. Typed, schema-valid JSON in one forward pass. | Python | ★ 0 | [repo][post] |
| misereru-slide-jevmyokoym | Ongoing Japanese research deck on Jev and System One models, maintained as Markdown slides. | JavaScript | ★ 0 | [repo] |
| openjev-experimentszefir1990 | Openjev experiments. | Python | ★ 0 | [repo][site] |
| Parallel Constrained Decoding (Qwen2.5-1B-RLCD) | Hugging Face Space exploring open-source parallel constrained decoding as an alternative to Jev. | — | — | [site] |
| PocketJevNullPo-jp | On-device iPhone visual decision tool using MLX and Qwen3-VL direct option logits. | Swift | ★ 0 | [repo] |
| qwen-rlcdshamazharikh | Jev-style calibrated decision model (Choice/Score/Noul) on Qwen3.5-0.8B. | Python | ★ 0 | [repo] |
| RISC-jeVi2cjak | I tortured Jev into being a RISC-V CPU. | Python | ★ 0 | [repo] |
| shade-arena-jev-monitornican2018 | Evaluating TypeSafe's Jev as a fast monitor and action gate for agent sabotage in SHADE-Arena, compared with Gemini 2.5 Flash/Pro. | Python | ★ 0 | [repo] |
| system-onesgoedecke | Batched single-token choice inference for open language models, compatible with TypeSafe. | Python | ★ 0 | [repo] |
| system-one-adapter-rustcodeitlikemiley | Rust port of TypeSafe system-one-adapter (LLM-backed system_one evaluations). | Rust | ★ 0 | [repo] |
| system-one-gemmaakash-kamat | Open-source Jev-style System One decision model. Gemma 3 270M with a scoring head — fast, calibrated decisions in a single forward pass. No text generation. Inspired by TypeSafe.ai's Jev. | Python | ★ 0 | [repo] |
| thaiexam-jev-chartsvehas | Charts: TypeSafe Jev evaluated on Thai standardized exams vs 110 other models. | HTML | ★ 0 | [repo] |
| TypeARzmtomorrow | Type-safe one-decision-per-token decoding engine for autoregressive LLMs, inspired by Jev. | Python | ★ 0 | [repo][post] |
| Typesafe_chess_evalAliceRoselia | An evaluation of typesafe AI chess. As it turns out, the AI isn't doing really well even though chess is not a particularly open-ended game. Still, it's only a prototype and this probably wasn't optimzied for games. | Python | ★ 0 | [repo] |
| typesafe-oraclestrophee-bot | Evaluating TypeSafe's System One primitives (Choice/Score/Noul) — where a typed oracle beats an LLM call. | JavaScript | ★ 0 | [repo] |
0 matches in this section.
Other curated lists.
| Project | Description | Lang | Stars | Links |
|---|---|---|---|---|
| awesome-typesafeAbdelStark | Curated list of official resources and community projects for TypeSafe, System One models, and Jev, with a GitHub Pages site. | CSS | ★ 41 | [repo][site] |
| awesome-jev (AnotiaWang)AnotiaWang | A curated list of awesome Jev / TypeSafe System One applications, libraries, and resources. | — | ★ 3 | [repo][post] |
| awesome-jev (yibie)yibie | A curated list of public projects, integrations, and discussions built on Jev — TypeSafe AI's System One model for typed decisions. | Python | ★ 1 | [repo] |
0 matches in this section.
Coverage, write-ups, and X threads.
| Project | Description | Lang | Stars | Links |
|---|---|---|---|---|
| agentjournal ledger tests | 25,174 Jev calls for $1.43 across template-trap, multi-dimension, and real-ledger account-coding tasks. | — | — | [link] |
| AI that does not talk | Practical guide: playground, Python and JS SDKs, raw HTTP, and the agent skill. | — | — | [link] |
| AIAvatarKit turn-end gate | Voice-dialog turn-end detection using Jev scores after speech. | — | — | [link] |
| AINews: Jev, a System One Model that only decides | Latent Space's launch-day roundup: over 100x faster and 200x cheaper than small frontier LLMs. | — | — | [link] |
| Browser Use + Jev | Gregor Zunic's flight-search demo with a dynamic DOM action space. | — | — | [link] |
| Computer use built on Jev | Aaron Levin: 155x cheaper than Opus 5, about 20x faster, and it generalizes across operating systems. | — | — | [link] |
| ConsoleChaosRacing driven by Jev | Racing UI wired to Jev driving decisions. | — | — | [link] |
| DuckDB Jev classifier | DuckDB extension that classifies rows in CSV, Parquet, or DuckDB tables with Jev, about 10 seconds per 1,000 rows. | — | — | [link] |
| Early Jev tools roundup | Thread cataloguing the first wave of Jev tools: MCP servers, routers, reviewers, and browser agents. | — | — | [link] |
| Ground Truth news-framing extension | Browser extension that classifies an article's framing, type, topic, and loaded language with Jev. | — | — | [link] |
| Hacker News launch thread | 1,800-point thread debating whether typed decisions replace LLM calls for classification, routing, and scoring. | — | — | [link] |
| He says he co-invented ChatGPT. His new AI will not write a word | Dev.to walkthrough of the Vercel AI SDK evaluate integration. | — | — | [link] |
| Hide posts on X with natural language | Marcel Pociot's browser extension that collapses posts based on a Jev judgment. | — | — | [link] |
| Hook panel A/B tester | Near-real-time scoring of TikTok and Instagram hooks against about 100 personas. | — | — | [link] |
| Internal classifier field note | Matched-precision comparison against a private fine-tuned classifier. | — | — | [link] |
| Jev as an agent safety monitor | Test report using Jev to check each agent action first: most attacks caught, almost no false blocks. | — | — | [link] |
| Jev gomoku harness | Local tactics shrink 225 moves to about 40 candidates, then Jev picks among tiered options. | — | — | [link] |
| Jev in 34 seconds | Short video explainer of how Jev's typed-decision loop works. | — | — | [link] |
| Jev in a Grammarly-style Mac app | Desktop writing app using Jev for fast structured writing judgments. | — | — | [link] |
| Jev plays Minecraft (r/accelerate) | Work-in-progress demo of Jev driving Minecraft, including fleeing zombies at night. | — | — | [link] |
| Jev Typewriter launch | Steve Krouse's playable 16-judgment demo and video. | — | — | [link] |
| Jev vs Mistral and Gemini for event validation | Head-to-head test at validating local event listings, with cost and latency. | — | — | [link] |
| Jev vs Qwen on Cerebras | Video comparison against a structured-output LLM baseline. | — | — | [link] |
| jev 同士に五目並べで対戦させた | Jev vs Jev gomoku with source and timing logs. | — | — | [link] |
| jev-rabbit PR review bot | Work-in-progress PR reviewer with plain-English Jev rules. | — | — | [link] |
| Jev: System One models explained | The Neuron's explainer on AI decisions without a chatbot. | — | — | [link] |
| Jev: System One models explained (DataCamp) | Third-party write-up of the System One primitives, pricing, and vendor workflow evals. | — | — | [link] |
| Jev: The Language Model That Will Not Talk | Anthony Maio's essay on what a model that cannot generate text is for. | — | — | [link] |
| Kalshi prediction-market bot | Jev trades 15-minute and 1-hour BTC, ETH, and SOL markets on Kalshi. | — | — | [link] |
| Launch thread by Diogo Almeida | TypeSafe's founder on why RLCD-trained decision models are a shorter path to value than chat models. | — | — | [link] |
| Mini-Vibe Check: Jev judged everything I have written in 0.7 seconds | Every's Mike Taylor runs his whole archive through Jev. | — | — | [link] |
| Model router built with Jev | Ephraim Duncan's demo where Jev decides which model should serve a request. | — | — | [link] |
| Model router CLI | Task plus subscription list in, Jev picks which model or agent should handle it. | — | — | [link] |
| OpenCode browser use powered by Jev | Preview of fast browser use with Jev and OpenCode's browser CLI. | — | — | [link] |
| skillbox + Jev skill routing | MCP skill router where Jev picks the relevant skills instead of a long agent search. | — | — | [link] |
| Spanish AEPD corpus test | Jev versus a hand-built regex on 544 public data-protection resolutions: 98.2% agreement for about five cents. | — | — | [link] |
| Stagehand + Jev browser use | Observe the accessibility tree, Jev chooses the next action, Stagehand executes. | — | — | [link] |
| StarCraft Brood War WASM MCP demo | Brood War in WASM exposed as an MCP server, with Jev playing and still losing to a Zerg rush. | — | — | [link] |
| Support ticket classifier | Jev labels category, urgency, and human-versus-auto handling for support tickets. | — | — | [link] |
| Tabletop MMORPG action mapper | Eval of Jev turning free-text player intent into typed server actions: 96% agreement, 317 ms median. | — | — | [link] |
| Typed decisions, not chat | Independent walkthrough separating TypeSafe's published claims from public evidence. | — | — | [link] |
| TypeSafe AI debuts model for machines that plays Doom | The Register on the launch, the Doom demo, and the $40M seed round. | — | — | [link] |
| TypeSafe Jev: the first decision-only model class | Release-week technical roundup: API, evals, adapter, and skill. | — | — | [link] |
| TypeSafeのJevを正しく驚く | Japanese walkthrough of what Jev is and is not. | — | — | [link] |
| Vercel fx: Jev as a command safety reviewer | Guillermo Rauch: Jev reviews every fx command, faster and more accurate than a chat model. | — | — | [link] |
| ViZDoom Jev agent | Two decision channels on ViZDoom, navigation at 5 Hz and combat at 12 Hz, with an 18-kill test run. | — | — | [link] |
| What is Jev? | Short practical intro with a Python ticket-triage example. | — | — | [link] |
| Wiki-link clicker demo | Page-level demo where Jev picks which candidate link to click toward a goal. | — | — | [link] |
0 matches in this section.
0 results.