Video unavailable. Open the source below.
NewProject · Workflows
Jev Mail Classifier
Classify email into multiple categories and apply configured mailbox actions from Jev probabilities.
Runs occasionally
Added
Explore what's possible
What use cases are people building with Jev AI?
Explore Jev AI use cases and experiments through projects, X posts, and videos, including apps that call Jev in realtime or nearly. See how Jev works in real projects like Jev Ultrafast, Fast Jev Compaction, and Hermes Jev Skills.
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NewProject · Workflows · Data & analysis
X Scanner
Label visible X posts with typed Jev judgments about promotion, engagement prompts and information density.
Runs on demand
Added
Agent toolingJot
New
Project · Agent tooling
Jot
A tool-running agent lets Jev choose actions and arguments from the current conversation.
Cadence not verified
Added
Project · SDKs & integrations · Agent tooling
Jev Use
Give agents typed Jev decisions with explicit screening and escalation to their host.
Runs on demand
Added
Project · Data & analysis
Jgrep
Filter lines and records with natural-language predicates and Jev probabilities.
Runs on demand
Added
Project · SDKs & integrations
Jev Feels
Bind typed Jev questions to Ruby object fields for validation and routing.
Runs on demand
Added
New
Video · YouTube12:18
A benchmark walkthrough compares thirteen decision models on quality, response time, question types and local hardware requirements.
The AI AutomatorsAdded
New
Video · YouTube15:07
A Hebrew walkthrough connects OpenClaw to Jev with a small triage plugin, waking the larger model only when needed.
Code Cave - רני אלבג וייןAdded
New
Video · YouTube89:15
A French technology and business podcast includes a segment on Jev’s adoption and reported revenue, alongside other industry topics.
Mass Extract - PodcastAdded
Project · Data & analysis
Jsort
Rank text on a natural-language criterion using pairwise Jev judgments and a fitted statistical scale.
Cadence not verified
Added
Project · Experiments
Jev Reflex Autonomy Lab
Simulate a drone fleet whose Jev reflex decisions can use optional strategic advice from a slower model.
Cadence not verified
Added
Project · Experiments
Jev Cookbook
Fifteen practical recipes show how typed Jev answers drive routing, classification and evaluation.
Runs on demand
Added
Project · Experiments
Jev use cases
Runnable typed-decision examples combine Jev judgments with thresholds and deterministic policy checks.
Runs on demand
Added
Project · Agent tooling
Nerve for Hermes
Supervise Hermes agent work with Jev decisions, evidence checks and explicit completion authority.
Runs on demand
Added
Project · Agent tooling
Jcode memory recall
Select relevant coding-agent memories with independent Jev judgments instead of embeddings.
Runs on demand
Added
Project · Browser & computer use
BrowserPaw
Control an everyday Chrome browser with typed Jev decisions and explicit safety checks.
Runs on demand
Added
New
Video · YouTube13:17
Cole Medin demonstrates Jev decisions for email handling, prompt-injection checks, news filtering and duplicate detection.
Cole MedinAdded
New
Video · YouTube29:27
A Chinese-framed lesson compares Jev, an ordinary language model and a distilled local model in Pac-Man, including the limits of task-specific training.
课代表立正Added
New
Video · YouTube26:57
NeuralNine explains how Jev can speed up Hermes agents through typed decisions and hooks.
NeuralNineAdded
New
Video · YouTube10:21
A comparison reports 505 graded decisions and demonstrates support routing and a phone assistant with Jev and OpenAI’s Decisions API.
Hyperautomation LabsAdded
X Post · Data & analysis
Spring AI Modular RAG
Use Jev to filter and rerank retrieved passages before a Spring AI answer.
Runs on demand
Added
Project · SDKs & integrations
Jev Reranker
Filter and rerank retrieval candidates using typed Jev relevance judgments.
Runs on demand
Added
Project · Workflows
Jev Gmail Classifier
Classify Gmail messages with custom labels, confidence gates and a metadata-first Jev decision.
Runs on demand
Added
New
Video · YouTube16:06
An agentic RAG walkthrough using Jev for routing, reranking and citation checks, with Langfuse traces.
The AI AutomatorsAdded
New
Video · YouTube42:59
A MotherDuck workshop showing five SQL text-classification use cases with Jev on real datasets.
MotherDuckAdded
New
Video · YouTube41:48
A Spanish session demonstrating email classification with Jev and discussing speed, cost and use cases.
Growit SchoolAdded
New
Video · YouTube8:29
An explanation of Jev with examples of email sorting, SQL classification, browser control and agents.
SCALERAdded
New
Video · YouTube15:09
A Portuguese discussion of typed decisions, Jev use cases and an open alternative.
Tecnologia e Classe (TeClas)Added
New
Video · YouTube16:31
A Portuguese review of Jev for coding workflows, including useful applications and model limitations.
mano deyvinAdded
New
Video · YouTube2:51
A discussion of independent Jev benchmark results and the limits of decision models.
Better StackAdded
Project · Data & analysis
Open Intelligent UI
Jev chooses text, tables or interactive visuals before a chat model creates the answer.
Runs on demand
Added
Project · Agent tooling
Ekko Studio
Optional Jev checks filter and rerank memory cards for an agent workspace.
Runs on demand
Added
Project · Agent tooling
Zerikai Memory
Jev checks codebase questions and retrieved passages before memory evidence is used.
Runs on demand
Added
Video unavailable. Open the source below.
NewX Post · Agent tooling · Workflows
Jev + Dots Dispatcher
Routes jobs and handoffs among four Dots agents, with human approval for money and client actions.
Runs on demand
Added
New
Video · YouTube81:05
A Georgian-language podcast discusses Jev as a fast classifier and its practical uses, then explores coding agents and verification.
Four Loop PodAdded
New
Video · YouTube42:29
A Korean overview places Jev beside Clef and Laya, then demonstrates the open models on email classification, flight screens, and electric-car data. The creator explicitly says Jev itself was not run.
Drive Tech OdysseyAdded
Video unavailable. Open the source below.
NewX Post · Data & analysis
YC Startup Search
Searches thousands of YC startups with flexible natural-language queries.
Runs on demand
Added
Project · Agent tooling
Invalidate
Checks new events against stored facts and records whether memories remain valid.
Runs on demand
Added
Project · Workflows
Slop Filter
A browser extension combines Jev writing-style judgments with local rules to flag likely AI prose.
Runs on demand
Added
Project · Browser & computer use
Jev for Chrome
A browser extension uses typed decisions to choose actions from the current page.
Cadence not verified
Added
Project · Agent tooling
Jev Codebase Search
Screens and ranks source files by a plain-language implementation goal.
Runs on demand
Added
New
Video · YouTube12:03
A walkthrough builds a browser agent that combines Jev decisions with Claude reasoning and discusses where it fails.
Simon ScrapesAdded
New
Video · YouTube22:05
A practical comparison tests Jev on customer messages and shell commands alongside small and frontier language models.
Tech With TimAdded
New
Video · YouTube19:37
A technical overview compares the OpenAI Decisions API with Jev’s approach to structured decisions.
NeuralNineAdded
New
Video · YouTube24:50
A Korean-language discussion distinguishes Jev decision models from LLMs and Dots agents.
알상무Added
New
Video · YouTube27:36
A Portuguese-language comparison tests Jev and Clef on the same recommendation queries in a working application.
Rafael Quintanilha – QuantBrasilAdded
New
Video · YouTube13:52
An Italian-language walkthrough applies Jev to message routing and lead classification, with discussion of its limits.
GabrySolutionAdded
New
Video · YouTube13:04
A Spanish-language introduction explains System One models and how to use fast typed decisions.
CodelyTV - Redescubre la programaciónAdded
New
Video · YouTube89:40
Diogo Almeida discusses calibrated decisions, RLCD and how Jev can fit into software and agent architectures.
The TWIML AI Podcast with Sam CharringtonAdded
New
Video · YouTube2:15
A Korean-language overview compares Jev and the OpenAI Decisions API for structured decisions and inference cost.
ZeroCho TVAdded
New
Video · YouTube94:21
John Lindquist demonstrates typed decisions for speech, documents and live data, then discusses failure cases and question design.
MEGA DEVAdded
Project · Data & analysis
Apple RAG MCP
Jev ranks Apple documentation and WWDC transcript matches after hybrid retrieval.
Runs on demand
Added
Video unavailable. Open the source below.
NewX Post · Experiments
JevCity
Jev selects traffic-light phases in a city-grid simulation.
Cadence not verified
Added
New
Video · YouTube12:09
A Tamil-language tutorial explores Jev with retrieval-augmented workflows, from connecting data to using retrieved evidence.
AI with ThiruAdded
New
Video · YouTube12:03
A walkthrough builds a support inbox sorter, prompt checker, podcast clip finder, and job matcher with Jev and Claude Code.
Parker PromptsAdded
New
Video · YouTube46:57
A Vietnamese-language guide explains Jev’s typed questions, confidence, suitable uses, limitations, and practical examples.
Việt Nguyễn AIAdded
New
Video · YouTube24:39
A Portuguese-language explanation introduces OpenAI’s Decisions API and compares its approach with Jev.
Matheus Battisti - Hora de CodarAdded
New
Video · YouTube2:28
An Italian-language comparison discusses benchmark tests across Jev, Laya, Rizzo Flow, and another language model.
Simone RizzoAdded
New
Video · YouTube6:19
A Korean-language introduction tests Jev, explains its decision-focused design, and discusses its limitations.
코딩애플Added
Project · Agent tooling
JEV Shield
Jev scores prompt injection and proposed shell commands before coding-agent hooks allow them.
Runs on demand
Added
New
Video · YouTube11:27
An introduction to Jev’s architecture and how its decision-focused design differs from conversational models when building AI applications.
Harkirat SinghAdded
New
Video · YouTube6:00
A tutorial presents a Jev-assisted video-editing workflow and discusses the creator’s approach to using decision models in editing.
Albert OlgaardAdded
New
Video · YouTube14:20
A practical guide to Jev’s decision types and four design patterns, combining them in a customer-support workflow.
The AI AutomatorsAdded
New
Video · YouTube8:00
An explanation of Jev and System One models, covering typed decisions, calibration, latency, cost, and the trade-offs of decision-focused AI.
Dots and ArrowsAdded
New
Video · YouTube41:07
An AI news roundup includes a Jev segment covering TypeSafe’s decision model, alongside other model and tooling announcements.
AI SearchAdded
New
Video · YouTube12:39
A developer discusses how Jev could change the way AI is used in applications, with a review of its decision-focused approach.
Web Dev CodyAdded
New
Video · YouTube97:00
A Japanese podcast discusses Jev’s role in software alongside coding agents and other AI tools. Its Jev segment starts at 1:20:43.
Rebuild PodcastAdded
New
Video · YouTube20:43
A Chinese comparison tests Claude Code with and without Jev on feedback, document classification, and billing checks. It discusses matching results and the corrections needed.
回到AxtonAdded
New
Video · YouTube16:57
An Indonesian tutorial demonstrates Jev in customer support and online shopping, including an OpenRouter integration and application deployment.
Raf DevAdded
New
Video · YouTube16:48
A Portuguese tutorial demonstrates adding Jev to Claude Code modes and shares the prompts used for the integration.
Matheus Battisti - Hora de CodarAdded
New
Video · YouTube7:25
A developer-focused introduction to Jev, its typed decisions, and practical ideas for using it inside applications.
Code to the MoonAdded
New
Video · YouTube23:37
A Spanish review questions the rush to adopt System One models and explains why the creator chose not to integrate Jev into gentle-ai.
Gentleman ProgrammingAdded
New
Video · YouTube2:32
A Korean overview explains Jev’s decision outputs and discusses how lower inference costs could expand the use of AI inside software.
3CURAS HOUSEAdded
New
Video · YouTube35:44
A Portuguese walkthrough connects Jev to a Claude Code dashboard, then uses store data to assess likely causes, risks, and possible actions.
Antonio Bennati | Dados & IAAdded
New
Video · YouTube9:38
A hands-on comparison of OpenAI’s Decisions API and Jev, using image inspection, outage investigation, and report checks to compare capabilities, response time, and cost.
Mark KashefAdded
X Post · SDKs & integrations
MotherDuck prompt_jev()
Classify text columns with typed Jev decisions directly in SQL.
Cadence not verified
Added
Video unavailable. Open the source below.
NewX Post · Browser & computer use
Jev Fill
A browser extension uses Jev to map ambiguous form labels to saved personal-profile fields.
Runs on demand
Added
Video unavailable. Open the source below.
NewProject · Data & analysis
Jevbox
Permission-aware document-tree retrieval with Jev branch routing and passage scoring.
Cadence not verified
Added
CreativeJeved
New
X Post · Experiments
Jev Sensitive File Picker
A creator demo of using Jev to identify sensitive-looking paths in a file share.
Cadence not verified
Added
X Post · Experiments
Jev Grok Usage Router
A creator demo of a Jev gate before a model pass, with visible routing outcomes.
Cadence not verified
Added
Project · Agent tooling
AutoRAG Jev Decisions
An optional Jev tool gives a local document agent typed classification, routing, and scoring decisions while the caller keeps thresholds and execution policy.
Cadence not verified
Added
Project · SDKs & integrations
DuckDB Jev
The DuckDB extension passes each ticket row's body text and constant criteria to jev_ask.
Cadence not verified
Added
Project · Experiments
Tasksource Jev Audit
Tasksource publishes rows with state, question, kind, options, and target.
Cadence not verified
Added
Project · Agent tooling
Pi Jev Guide
For a semantic tool-action check, the plugin sends a redacted state containing the current task, applicable rules, and proposed action.
Runs on demand
Added
Project · Experiments
Is Jeven
Each isEven(number) call sends the number as state and asks a Choice question keyed category with true and false criteria.
Runs on demand
Added
Project · Agent tooling
RoboDiag Harness
Jev classifies the operator’s text into query, diagnosis, action, or chat.
Runs on demand
Added
Project · Experiments
Jev as Robot Policy
The controller first asks Jev to select a manipulation intent from the task and observed geometry facts.
Cadence not verified
Added
Project · Games · Experiments
Laya vs Jev T-Rex
For each T-Rex game decision, a deterministic physics planner creates a text state and labels jump, duck, and run as safe or unsafe under the model’s answer timing.
Cadence not verified
Added
Project · Creative
Jev WeChat Reply Assistant
For a message and optional recent context, Jev receives two questions in one request: intent Choice and direct-reply-risk Score.
Runs on demand
Added
Project · Workflows
Sharp X Timeline Filter
When the TypeSafe classifier is selected, Sharp sends a Noul question asking whether to hide each eligible X post under the reader’s plain-language filter instruction.
Runs on demand
Added
Project · Workflows
WeFlow CLI
For each article, the client sends a state containing the title and up to 4,000 characters of body.
Cadence not verified
Added
Project · Data & analysis
Stratum
The query analyzer sends the user's log query and known service names to Jev.
Runs on demand
Added
Project · Agent tooling
Jev Chat
For each new message, Jev sees the latest message, recent conversation, available recent results, and any pending question or confirmation.
Runs on demand
Added
Video unavailable. Open the source below.
NewProject · Creative
Playwright Recast
The demo sends measured browser state, the goal, and recent action history to a typed Choice question for the next browser action.
Cadence not verified
Added
Project · Workflows
Oxlint Jev Plugin
The plugin sends numbered source snippets as state.
Runs on demand
Added
Project · Agent tooling
Jev Gateway
Jev reads the assistant instructions and recent conversation turns, then answers a typed tool Choice and a Noul question about whether a tool call is needed.
Runs on demand
Added
Experimentspijev
New
Project · Experiments
pijev
pijev sends the same ticket state with several typed Choice questions that vary only the order of the same support-team criteria.
Runs on demand
Added
New
Video · YouTube7:10
A German-language demo uses Jev to classify 23 synthetic real-estate inbox messages, then examines corrections and failure cases.
Mike MildenbergerAdded
New
Video · YouTube7:59
Better Stack compare Jev and Clef on 200 channel comments with an LLM referee, then test Clef on thumbnails. The reported accuracy, price, and speed results are specific to this creator experiment.
Better StackAdded
New
Video · YouTube26:09
IndyDevDan discusses model usage and an explicit Jev System One segment, including his reported experience adding Jev to a Pi agent. Market and savings claims are the creator’s commentary.
IndyDevDanAdded
New
Video · YouTube36:14
A French discussion explores decision models, agent oversight, industrial automation, and fatigue from approving agent actions. The episode presents the speakers’ views.
Silicon Carne 🌶️Added
New
Video · YouTube14:48
The AI Automators compare next-tool decisions on 1,000 support conversations and discuss richer state, fine-tuning, confidence, and calibration. Reported results depend on the creator’s task and test split.
The AI AutomatorsAdded
New
Video · YouTube21:52
A Portuguese tutorial explains typed decisions and OpenRouter setup, then compares Jev with Claude Haiku on 100 channel comments. Speed and cost results are the creator’s reported experiment.
Enzo BarbattoAdded
Project · Data & analysis
Jev Calibrate
A CLI for testing authored Jev questions against labeled examples, selecting thresholds, measuring calibration, and checking changes against held-out data.
Cadence not verified
Added
Project · Experiments
Jev Arena
A benchmark harness that compares Jev and DeepSeek on comment-labeling tasks and records per-item outcomes, usage, cost, and latency.
Cadence not verified
Added
Project · Agent tooling
SREGym
An SRE agent evaluation framework with optional Jev decision support for reviewing diagnostic plans and submitted evidence.
Cadence not verified
Added
Project · Workflows
QuantStudio
A research and trading workbench with a Jev-powered futures monitoring and proposal-evaluation path connected to a simulated contest account.
Cadence not verified
Added
Project · Agent tooling
SuperTerminal
A terminal app whose command palette combines local fuzzy matching with optional Jev ranking of commands, tabs, and sessions for plain-language searches.
Runs on demand
Added
Project · Agent tooling
Jev WebMCP Extension
A Chrome side panel that maps a user request to page-provided WebMCP tools and their typed arguments using Jev.
Runs on demand
Added
Project · Data & analysis
SiftRank
A ranking tool that uses pairwise model comparisons across batches and repeated trials to find the strongest items in a large collection.
Cadence not verified
Added
Project · Browser & computer use
Ulka
A browser-agent extension that combines language-model planning with Jev-selected browser actions and an evidence-checked execution runtime.
Cadence not verified
Added
Project · Agent tooling
Computer-Use Cache
A local OpenAI-compatible proxy that caches repeat model requests and can use Jev to judge safe semantic reuse after exact cache misses.
Runs on demand
Added
Project · Browser & computer use
arc-cua
A computer-use action layer that lets an agent hand bounded desktop subtasks to a fast decision model for execution.
Cadence not verified
Added
Project · Agent tooling
Jevvy
A coding-agent permissions plugin that uses Jev to review unresolved shell approval requests.
Runs on demand
Added
Project · Data & analysis
Obsidian LLM Hub
An Obsidian plugin for multi-provider chat, workflows, and local vault search, with optional Jev filtering for retrieved results.
Runs on demand
Added
Project · Agent tooling
Feather Wand
A JMeter plugin that adds AI chat and Agent Mode, with optional Jev routing to select a focused tool pack for a request.
Cadence not verified
Added
Video unavailable. Open the source below.
NewProject · Agent tooling
VexJoy Agent
An agent workspace that routes plain-English requests to specialist agents, skills, and workflows, including an optional Jev-powered route.
Runs on demand
Added
Project · Agent tooling
Tocket
A command-line toolkit for agent handoffs, workspace context, and developer workflows, with optional Jev decisions for routing and checks.
Runs on demand
Added
Project · Browser & computer use
CodexQA Jev Browser
A browser automation skill that uses page-observed controls and Jev choices to carry out and verify user goals.
Cadence not verified
Added
Project · Data & analysis
JevIntent
An FkWeChat plugin that classifies a selected message's intent, emotion, urgency, and suggested reply posture.
Runs on demand
Added
Project · SDKs & integrations · Agent tooling
jevcore
A Jev decision layer for DeepSeek Harness and other MCP hosts, with explicit controls for provider use and data egress.
Runs on demand
Added
New
Video · YouTube7:08
A Portuguese lesson on System One decisions, including WhatsApp routing, form completion, data migration and judging generated writing.
Pedro NauckAdded
New
Video · YouTube35:30
Maestros da IA walks through a Jev Voice experiment, including transcription, model routing, batched typed questions, voice-triggered tasks, and live concept and fact checks. The original title and description are Portuguese, while the API…
Maestros da IAAdded
New
Video · YouTube2:48
Simone Rizzo explains a contrasting decision-model approach and compares it with Jev. The creator presents its speed claim; this listing does not independently verify that benchmark.
Simone RizzoAdded
New
Video · YouTube13:08
CoderOne reviews Clef as an open decision-model alternative to Jev, discusses benchmarks, and demonstrates its local webcam and playground workflows.
CoderOneAdded
Project · Data & analysis
Daily Paper Skills
A research reading workflow that uses Jev to rank candidate papers by relevance before an agent writes commentary and notes.
Cadence not verified
Added
Project · Agent tooling
Treg Jev Memory
An opt-in Claude Code mod in Treg remembers lasting project preferences from answered prompts using Jev.
Runs on demand
Added
Project · Data & analysis · Workflows
Quivr V2
Quivr V2 combines durable stream ingestion with natural-language article alerts judged by an optional Jev classifier.
Runs on demand
Added
Project · SDKs & integrations
jevsd-pg
A PostgreSQL extension and workspace provide natural-language SQL planning, semantic operators, reusable evidence, and reviewed query execution using Jev judgments.
Runs on demand
Added
Project · Agent tooling
RikkaHub SillyTavern Android
An Android chat client optionally uses Jev to screen memories for relevance and expose a judge tool to its main model.
Runs on demand
Added
Project · Experiments
SmartMoney-Cub
A financial decision harness compares deterministic rules with optional Jev typed judgments over fixed evidence cases.
Runs on demand
Added
Project · Workflows
Jev Chat Assistant
An Android conversation assistant reads the visible chat, asks Jev for structured judgments, drafts reply candidates with a text model, then uses Jev to rank them for the person to review.
Runs on demand
Added
Project · SDKs & integrations
OmniStudio
An agent platform exposes typed Jev decisions through a UI, an agent tool, and a System One-compatible API, with local and hosted backends.
Runs on demand
Added
Project · Agent tooling
Perch
Perch scans code and dependency graphs with configurable System One models, including Jev, to assess issues and rank findings.
Runs on demand
Added
Project · Data & analysis
Summarize
A transcript summarizer can optionally use Jev to prefilter relevant passages before the existing summary model runs.
Runs on demand
Added
Project · Data & analysis
DocJev
A local document workflow uses Jev to classify document pages and identify document boundaries, with review for uncertain results.
Runs on demand
Added
Video unavailable. Open the source below.
NewProject · Agent tooling
LLM Debugger
A VS Code debugging extension uses Jev to route each debugging step, with a language model available as a baseline or for other tasks.
Cadence not verified
Added
Project · Agent tooling
Horosa Skill
A local astrology skill offers an optional TypeSafe Jev decision layer for narrow routing and interpretation judgments.
Runs on demand
Added
Project · Browser & computer use
Jev Browser Skill
A Playwright-based browser skill lets an agent run a bounded web task while Jev selects page actions.
Cadence not verified
Added
X Post · Data & analysis
Jev Paper Map
A creator demo uses one 24-way Jev Choice per AI paper to build a searchable topic map, then separately evaluates the labels with Opus.
Runs on demand
Added
Project · Agent tooling
MetaCog
A model-agnostic metacognition loop that generates candidate reasoning paths and uses a System One judge such as Jev to select or score them.
Cadence not verified
Added
Project · Browser & computer use
CNKI Skills
Research workflow skills for CNKI that include an opt-in Jev extension for title and abstract screening proposals.
Runs on demand
Added
Project · Agent tooling
Skilled Agent Harness: Spec Driven Loops
A collection of agent skills and tooling that includes a CLI classifier with Jev and Pi classifier transports.
Runs on demand
Added
Project · Agent tooling
Albatross
An agent runtime can ask Jev to answer narrow error-classification questions before using the main model.
Runs on demand
Added
Video unavailable. Open the source below.
NewProject · Agent tooling
Astra
An agent runtime optionally uses Jev to select relevant memories and detect explicit dismissal of saved lessons.
Runs on demand
Added
Project · Agent tooling
Save Token Jev Clean
A token-saving context compactor that uses Jev Noul judgments to choose which tool calls and results to retain.
Runs on demand
Added
Project · Agent tooling
Glowbom OSS
Open source project with an optional OpenCode tool that lets an agent ask Jev for a structured choice.
Runs on demand
Added
Project · Agent tooling
Astra-Ares
A Codex hook that asks Jev to choose GPT-6 reasoning effort and how many generations to keep that choice.
Cadence not verified
Added
Project · Browser & computer use
Laya Ultrafast
A local Apple Silicon browser agent port of jev-ultrafast that uses Laya typed decisions by default and retains hosted Jev as an optional mode.
Cadence not verified
Added
X Post · Workflows
Jev Bitcoin Trading Demo
A Bitcoin trading demo that sends a compact technical-indicator snapshot to Jev for typed market judgments, then applies confidence and risk controls before reporting a position.
Cadence not verified
Added
New
Video · YouTube2:58
The creator presents Arabic-language Jev decision-model explanation. Reported performance and product claims are not independently reproduced.
Youness KasmiAdded
New
Video · X10:04
A substantial tutorial explains a Jev decision layer alongside Claude implementation work.
AI EdgeAdded
New
Video · YouTube22:02
An end-to-end explanation of Jev, Choice, Score and Noul, with model routing and confidence-gated workflows.
Aishwarya SrinivasanAdded
New
Video · YouTube14:06
A tutorial surveys 19 workflows that combine Jev decisions with Claude generation.
Jay E | RoboNuggetsAdded
New
Video · YouTube2:22
A Korean-language report compares Jev with the open-source Laya decision model and reviews its licensing.
SolostackAdded
New
Video · YouTube108:59
A long-form tutorial introduces Jev-style decision models and builds an independent model, decision head and training dataset.
Neural Breakdown with AVBAdded
New
X Post0:40
A demo contrasts generated candidate decisions with the subset used, showing a speculative Jev decision workflow.
RickerAdded
X Post · Data & analysis
Kanojo Check
A Jev app gives an AI estimate of how a proposed X post might be received from a girlfriend's perspective.
Runs on demand
Added
Video unavailable. Open the source below.
NewX Post · Games
Jev Speed Card Game
A human plays Speed against a Jev opponent, with judgment confidence, latency and rule-validation panels.
Cadence not verified
Added
Video unavailable. Open the source below.
NewX Post · Creative
Jev Syntax Highlighter
The example pairs local tokenization with Jev-generated language and lint annotations in a small developer tool.
Runs on demand
Added
Video unavailable. Open the source below.
NewX Post · Data & analysis
Doomscroll Filter
It combines content review with engagement ratios to help a reader screen a short feed around a selected niche.
Cadence not verified
Added
Video unavailable. Open the source below.
NewX Post · Agent tooling
DiffJury
It puts Jev in a software review decision flow, turning a PR link into a merge-or-review recommendation.
Runs on demand
Added
Video unavailable. Open the source below.
NewX Post · Data & analysis
1kPapers
This is a concrete batch classification example: Jev selects among a fixed set of 24 research topics after another model compresses each paper into a summary.
Cadence not verified
Added
Video unavailable. Open the source below.
NewX Post · Agent tooling
Sales Copilot
It applies Jev to an in-the-moment sales workflow where the output is contextual guidance during a conversation, rather than a post-call summary.
Cadence not verified
Added
Project · Creative
Jev Design Test
The project turns a single probabilistic request into a varied exploration grid by combining independent slot distributions, enforcing incompatibility rules, and selecting diverse combinations.
Runs on demand
Added
Project · Experiments
Jev Explained Playground
The examples make the boundary between classification and action concrete: Jev supplies typed probabilities, while ordinary application code applies thresholds, confidence checks, and human-review branches.
Runs on demand
Added
Project · Games
Detroit AI Player
The adapter lets a typed classifier choose among a game's existing actions while enforcing that the answer is one of the offered options and has the highest reported probability.
Cadence not verified
Added
Project · Agent tooling
Hafiza OS
The integration narrows model judgment to candidate selection over source-checked records, with privacy checks, input and question budgets, caching, deadlines, and a local fallback around the call.
Runs on demand
Added
Project · Agent tooling
Pi Codemode
It makes typed probabilistic classification an optional primitive inside a sandboxed tool-calling agent.
Runs on demand
Added
Project · Data & analysis
Jev X Sentiment Analysis
It combines market microstructure with stratified social evidence in one structured decision request, with separate typed outputs for recommendation, sentiment, squeeze risk and news impact.
Runs on demand
Added
Project · Data & analysis
Claude Code Trace
It evaluates agent behavior with a fixed set of interpretable metrics plus action-window questions, while minimizing or explicitly confirming session data before sending.
Runs on demand
Added
Project · Data & analysis · Creative
Hookmeter Jev
Typed judgments are combined with explicit product rules: a cautious Noul threshold protects legitimate bold copy, while score/archetype weights adapt to text length.
Runs on demand
Added
Project · Data & analysis
Webctl
The state keeps the search intent beside each candidate result, while the same judgment API supports individual calls and batched per-result decisions to limit round trips.
Runs on demand
Added
Project · Data & analysis
ErisLint
Rules are declared as typed choices over compiler-like Rust contexts, so teams can tailor checks while dry-run exposes the exact planned state and request before the API call.
Cadence not verified
Added
Project · Workflows
CaptainCore
It adds a typed review layer to deterministic malware signatures: the model sees the exact matched text and surrounding source, while the existing scanner remains the source of detections.
Cadence not verified
Added
Project · Agent tooling
Anna Agent
The decision input is constrained to task-relevant candidate fields, candidate IDs are remapped before sending, and abstention is an explicit option when the evidence does not distinguish a suitable assignee.
Runs on demand
Added
Project · SDKs & integrations
BeamWeaver
The example shows both direct multi-type classification and Jev as a router classifier, with an explicit minimum-confidence setting before dispatching to a selected model.
Runs on demand
Added
Project · SDKs & integrations
AI Backends
It packages Jev evaluation behind a provider interface and exposes inspectable typed-request examples, so an API caller can switch among TypeSafe and other evaluation providers while keeping the same state-and-questions contract.
Runs on demand
Added
Project · SDKs & integrations
OpenAI Scala Client: TypeSafe
It makes a structured decision model usable through an existing chat-completion API by translating schema fields into typed decisions, while retaining Jev probabilities and confidence in the original response metadata.
Runs on demand
Added
Video unavailable. Open the source below.
NewProject · Agent tooling · Workflows
Jevmem
The same typed-decision model supports a complete project-memory loop: classify and filter completed turns, retrieve memories for the next prompt, and evaluate relevant safety rules before tool use.
Runs on demand
Added
New
Video · YouTube19:28
A walkthrough of fourteen knowledge-work applications for Jev, including inbox triage, document classification, lead scoring and evaluation with Notion workflows.
Matthias FrankAdded
New
Video · YouTube42:24
An interview with TypeSafe founder Diogo Almeida about probabilistic software, reliable decisions and embedding intelligence inside applications.
a16zAdded
New
Video · YouTube2:03
An explanation of the encoder architecture behind Jev and how its decision workload differs from autoregressive text generation.
Gaurav SenAdded
New
Video · YouTube25:11
A practical explanation of Choice, Score and Noul through a voice-controlled canvas and a scripted World of Warcraft agent, including the demos’ limits.
John KimAdded
New
Video · YouTube6:45
A Portuguese introduction to Jev typed decisions with demonstrations of using the model through OpenRouter and the Overclock coding workflow.
LaschukAdded
New
Video · YouTube36:26
A Portuguese walkthrough of Jev model and effort routing for Claude Code, comparing a proxy approach with a native plugin and demonstrating the workflow.
Maestros da IAAdded
New
Video · YouTube19:31
A practical explanation of Jev state and typed questions, with a decision lab comparing models and discussing calibration and application limits.
ByteMonkAdded
New
Video · YouTube2:40
A short explanation of what is new about Jev and how it compares with classifiers and large language models.
Data Science ExplainedAdded
Video unavailable. Open the source below.
NewX Post · Experiments
Jev Bot Survival Mode
A creator-posted trading experiment shows an autonomous multi-agent dashboard and market activity.
Cadence not verified
Added
Project · Agent tooling
RedAmon
A security recon framework applies bounded Jev decisions to page classification and scan planning.
Cadence not verified
Added
Project · Data & analysis · Workflows
Social Monitor
A multi-source news monitor assesses reader value using a structured Jev rubric.
Cadence not verified
Added
New
Video · YouTube12:42
A Korean comparison discusses Laya as an open-source alternative to Jev.
코드팩토리Added
New
Video · YouTube12:37
A Mandarin introduction explains Jev’s decision-only behavior and contrasts it with conversational assistants.
Kelly TsaiAdded
New
Video · YouTube16:33
A Chinese-language DevDay commentary compares decision-oriented AI products with Jev and Grok.
wowAdded
New
Video · YouTube22:04
A Portuguese comparison explores Laya as an open-source alternative to Jev for decision tasks.
Attekita DevAdded
New
Video · YouTube11:59
A Portuguese overview compares Jev decision models with text-generating models in software architecture.
Código Fonte TVAdded
New
Video · YouTube23:40
A Portuguese introduction covers the playground, response types, BANT lead scoring and community projects.
Deborah FolloniAdded
New
Video · YouTube35:18
Ten practical patterns progress from typed if statements to routing, confidence gates, file reads and agent integration.
IndyDevDanAdded
New
Video · YouTube37:37
A Japanese walkthrough discusses Jev design and adding the decision model to an agent.
TECH WORLDAdded
New
Video · YouTube15:03
Martin Keen explains System One decisions, probabilities, calibration, guardrails and how Jev complements language models.
IBM TechnologyAdded
Video unavailable. Open the source below.
NewX Post · Data & analysis
Magical Auto-tagging
An animated folder interface automatically displays tags for documents.
Cadence not verified
Added
Video unavailable. Open the source below.
NewX Post · Experiments
Local Audio Switchboard
An audio drop routes language detection, transcription, privacy and task extraction through local models.
Runs on demand
Added
Project · Data & analysis
Jev SEO Python Audit
A crawler combines deterministic technical checks with typed semantic judgments for actionable SEO reports.
Runs on demand
Added
Project · Creative
Shapeshift Jev UI
An input field turns natural language into structured interface cards through parallel typed decisions.
Runs on demand
Added
Project · Browser & computer use
Ghosthands Jev Fast Lane
An optional browser-control fast lane uses Jev to choose operations and UI targets.
Cadence not verified
Added
Project · Data & analysis
DeepResearch Jev Report Evaluation
A research agent evaluates report relevance, evidence and citations with a strict Jev decision adapter.
Runs on demand
Added
Project · Data & analysis
Jimothy Jev Distillation
A distillation CLI uses hosted Jev teacher judgments to label data for a smaller local classifier.
Runs on demand
Added
Video unavailable. Open the source below.
NewX Post · Creative
Designer Emoji Search
A playful emoji interface responds to text queries while selected emoji rise from a pile.
Runs on demand
Added
Video unavailable. Open the source below.
NewX Post · Creative
Cute X Feed
A playful X feed renders posts in animated game consoles, robots and retro televisions.
Cadence not verified
Added
Video unavailable. Open the source below.
NewX Post · Workflows
Personalized X Feed Optimizer
A bookmark-informed policy sorts an X feed into Hide, Skim and Keep decisions.
Runs in realtime
Added
Video unavailable. Open the source below.
NewX Post · Browser & computer use · Experiments
Android Wikipedia Jev Benchmark
A real Android end-to-end test compares Jev and DeepSeek navigation on the same fifteen-step Wikipedia task.
Cadence not verified
Added
Video unavailable. Open the source below.
NewX Post · Data & analysis
League Win Probability Overlay
A live League of Legends overlay estimates the winning team, player impact and throw risk.
Runs every few seconds
Added
Video unavailable. Open the source below.
NewX Post · Agent tooling
Opus and Jev Decision Log
A coding workflow separates cached decisions, safe defaults and user questions from Opus implementation work.
Cadence not verified
Added
X Post · Data & analysis
Go Proposal Digest Jev Search
A Cloudflare site search reranks Go proposal articles with Jev relatedness judgments.
Runs on demand
Added
Video unavailable. Open the source below.
NewX Post · Experiments
Four-model Rubik’s Cube API Race
A cube race compares Jev, Laya, GPT and Opus under the same move and time limits.
Runs every few seconds
Added
Video unavailable. Open the source below.
NewX Post · Experiments · Games
Jev and Opus Tetris API Race
Two models play the same Tetris piece sequence while a live dashboard compares outcomes and response times.
Cadence not verified
Added
Project · Creative
LandPPT Jev Layout Selection
A presentation builder uses Jev to score slide-to-layout fit while deterministic assignment enforces layout constraints.
Runs on demand
Added
Project · SDKs & integrations
Sub2API TypeSafe Gateway
An API gateway forwards native Jev System One requests with account isolation, usage billing and bounded account failover.
Runs on demand
Added
Project · Agent tooling
DeepSeek Harness Jev Plugin
A community plugin adds typed Jev decisions to DeepSeek Harness skill selection, file ranking, supervision and tool-output handling.
Cadence not verified
Added
New
Video · YouTube5:13
The creator presents n8n workflow routing with typed Jev questions. Reported performance and product claims are not independently reproduced.
n8nAdded
New
Video · YouTube12:07
The creator presents commentary on Jev computer-use and community demos. Reported performance and product claims are not independently reproduced.
The PrimeTimeAdded
New
Video · YouTube9:00
The creator presents Jev usage walkthrough. Reported performance and product claims are not independently reproduced.
UnderfittedAdded
New
Video · YouTube46:07
The creator presents eight practical Jev use cases in a developer interview. Reported performance and product claims are not independently reproduced.
How I AIAdded
New
Video · YouTube17:39
The creator presents four concrete Jev coding workflows. Reported performance and product claims are not independently reproduced.
Cole MedinAdded
New
Video · YouTube25:25
The creator presents three Jev integrations for Claude Code. Reported performance and product claims are not independently reproduced.
Matheus Battisti - Hora de CodarAdded
Project · Agent tooling
Oh My Claude Code: Jev Judgments
A Claude Code orchestration plugin compares typed Jev judgments with existing heuristics through opt-in shadow calls.
Cadence not verified
Added
Video unavailable. Open the source below.
NewX Post · Agent tooling
Avid Jev Agent Harness
Jev chooses context, worker routing, tool recovery and focused checks from host-prepared options while Opus handles reasoning.
Cadence not verified
Added
Video unavailable. Open the source below.
NewX Post · Experiments
Receptionist Outcome Forecasting
Jev forecasts booking outcomes from structured receptionist-call traces and answers five post-call questions.
Runs on demand
Added
Video unavailable. Open the source below.
NewX Post · Workflows
Jev Newsroom
Jev classifies arriving headlines as bullish or bearish with confidence for a trading strategy built with Opus 5.5.
Runs on demand
Added
Video unavailable. Open the source below.
NewX Post · Creative
Scroll-driven Jev + Opus Redesign
Jev selects design parameters when a section enters view; Opus 5.5 writes the section and the app transitions to it.
Runs on demand
Added
X Post · Data & analysis
Rektcard
Jev separates new buy or hold calls from brags, exits and news in crypto creators' posts; the app grades the resulting calls against BTC.
Runs on demand
Added
New
Video · YouTube21:02
A support-ticket lab shows a Jev request, its typed response and integration with an LLM.
KodeKloudAdded
New
Video · YouTube22:16
A walkthrough shows the architecture of a Claude and Jev agent workspace.
Chase AIAdded
New
Video · YouTube23:14
An Arabic explanation compares Jev decision calls with generative LLM work.
Yehia Tech يحيى تكAdded
New
Video · YouTube22:03
An overview surveys six practical Jev use-case categories and the model’s limits.
The AI Daily Brief: Artificial Intelligence NewsAdded
New
Video · YouTube12:16
A walkthrough combines Claude with Jev in an agent workspace; savings are creator claims.
Jack RobertsAdded
New
Video · YouTube20:25
A technical walkthrough adds Jev decision calls to an agent harness.
Sam WitteveenAdded
Project · Games
Road Decider: Jev Mode
A racing demo compares Jev and d1 lane choices on the same road.
Runs in realtime
Added
Project · Browser & computer use
OpenMuse Generative UI
A Jev adapter chooses presentation controls and scores candidate fit for a mobile assistant.
Runs on demand
Added
Project · Workflows
OpenMausBot Auto Routing
Jev chooses responders for unmentioned messages in an Auto-mode bot room.
Runs on demand
Added
Project · Data & analysis
Jev Social Research Agent
A social research example routes user questions to evidence collection before generating an answer.
Runs on demand
Added
Project · Agent tooling
Canny
Coding-agent hooks use Jev to judge project rules and completion claims.
Runs on demand
Added
Project · Games · Experiments
Jev DOOM Agent
A live Jev controller chooses movement, view, fire, and interaction controls for DOOM.
Cadence not verified
Added
Project · Agent tooling
Jev Guard
Jev judgments help an agent guard allow, ask, or deny tool actions.
Runs on demand
Added
X Post · Data & analysis · Experiments
JevBench
Benchmark Heaven compares Jev and other decision models on bounded decision tasks.
Cadence not verified
Added
X Post · Agent tooling
OpenRouter Jev Router
OpenRouter uses Jev to select a model and reasoning effort for each incoming request.
Runs on demand
Added
Video unavailable. Open the source below.
NewX Post · Experiments
Jev + Opus Research Agent
A creator demo pairs Opus-built option sets with repeated Jev decisions inside a research loop.
Cadence not verified
Added
Video unavailable. Open the source below.
NewX Post · Experiments
Jevolution
A hackathon ecosystem demo lets AI agents hunt, compete and survive to generate behavioral data.
Cadence not verified
Added
Video unavailable. Open the source below.
NewX Post · Games
Hao AI Lab Minecraft Challenge
A Minecraft server invites players to compete against a Jev-controlled opponent.
Cadence not verified
Added
Video unavailable. Open the source below.
NewX Post · Data & analysis
Jev Transaction Categorization
A creator-posted demo uses Jev to categorize financial transactions.
Runs on demand
Added
New
Video · YouTube26:25
An interview and demo session explores using Jev for practical classification and agent decisions.
How I AIAdded
New
Video · YouTube12:37
An overview explores Jev use cases for agents and code-based automation.
AI LABSAdded
New
Video · YouTube14:18
A developer walkthrough explains typed Jev decisions with application examples.
Owain LewisAdded
New
Video · YouTube47:08
A Portuguese walkthrough presents Jev app ideas, example code and a business-building workflow.
Maestros da IAAdded
New
Video · YouTube13:07
A technical walkthrough compares TypeSafe Jev with local Laya and Kev decision models.
GitButlerAdded
Project · Browser & computer use
Jev Voice for Mac
A macOS voice and text controller that selects live UI actions with Jev.
Runs on demand
Added
Project · Creative
Jev Design Dashboard
A logistics dashboard whose design system Jev selects from a one-sentence style brief.
Runs on demand
Added
New
Video · YouTube10:27
A Korean-language walkthrough of Jev, its typed decision model and reported speed and cost claims.
Jay Choi | 인디해커 라이프Added
New
Video · YouTube14:49
A creator tests ten Jev use cases and discusses which claims held up in the demonstrations.
Sharbel A.Added
New
Video · YouTube2:02
An English-language explanation of Jev’s role as a typed decision model.
AI News & Strategy Daily | Nate B JonesAdded
New
Video · YouTube2:27
A Japanese-language discussion of Perplexity, Aqua Voice and Jev in everyday work.
ERP * AI 最前線 - ㈱BTC -Added
New
Video · YouTube30:38
A long Japanese-language tutorial about Jev and decision-focused AI.
いまにゅのAIプログラミング塾Added
Project · Agent tooling
Jevgrep
A code search CLI that asks Jev typed relevance and scope questions about candidate source blocks.
Runs on demand
Added
Project · Experiments
RAG-Fusion Jev Evaluation
Tests Jev as a typed relevance judge and query router inside a RAG-Fusion retrieval experiment.
Runs on demand
Added
Project · Data & analysis
LangWatch Instant Evals
Runs typed Jev judgments over selected traces and spans in a user-triggered Instant Eval job.
Runs on demand
Added
New
Video · YouTube8:16
A Spanish-language comparison of Jev with the open-source Laya alternative.
hdeleon.netAdded
Project · SDKs & integrations
Laravel AI SDK
Laravel AI SDK classification gateway with a TypeSafe provider that sends typed Boolean, Choice, and Score questions to Jev.
Runs on demand
Added
Project · Experiments
Jev robot control
Recorded xArm7 MuJoCo pick-and-place trial comparing Jev with two language-model controllers under the same Cartesian action interface.
Runs in realtime
Added
Project · Agent tooling
doc-router
PDF page router that uses Jev to identify pages needing OCR, extracts text pages locally, and merges the results in order.
Cadence not verified
Added
Project · SDKs & integrations
Jev for Apple Foundation Models
Swift bridge that turns Apple Foundation Models @Generable schemas into Jev typed questions and reconstructs typed results.
Runs on demand
Added
Agent toolingfx
New
Project · Agent tooling
fx
Native Zig coding agent with an optional Jev-backed automatic permission reviewer for pending tool actions.
Runs on demand
Added
Project · Data & analysis
jgrep
Semantic code search and diff linting that asks Jev whether source chunks match a behavior described in plain language.
Cadence not verified
Added
New
Video · YouTube30:13
A Korean-language tutorial shows Jev classifying customer inquiries before a person reviews which replies need a GPT-written draft.
시민개발자 구씨Added
New
Video · YouTube16:44
A Malayalam-language explainer introduces Jev and discusses model routing, task prioritization, and ticket classification as possible uses.
Brototype MalayalamAdded
New
Video · YouTube21:51
An introduction to Jev decisions and calibration, followed by a Papers, Please-style approval-queue demonstration.
KodeKloudAdded
New
Video · YouTube10:28
A beginner overview of the Jev model, its typed decisions and possible roles in agent workflows.
Last moment tuitionsAdded
New
Video · YouTube24:38
Andrew Warner surveys Jev uses such as email triage, model routing, support-ticket classification and agent-memory search.
The Next New ThingAdded
New
Video · YouTube18:30
A visual tour of a large collection of Jev demos and a head-to-head example.
Web Dev CodyAdded
New
Video · YouTube2:46
A short explanation of Jev as a choice and probability model for bounded software decisions.
KodeKloudAdded
Project · Agent tooling
Jev Chat Jarvis for macOS
macOS chat overlay that judges incoming-message intent and reply risk, then ranks suggested replies.
Runs on demand
Added
Project · Agent tooling
jev-code
Agent tool and CLI that batches typed Jev classifications, checks, scores and rankings for coding tasks.
Runs on demand
Added
Project · Experiments
Celesto Jev PR Review Lab
Runnable PR-review lab that compares Jev and an LLM on candidate code-review findings.
Runs on demand
Added
Project · Agent tooling
Oh My Pi
Coding-agent fork with a native TypeSafe Jev judgment provider used for bounded agent decisions.
Runs on demand
Added
Project · Agent tooling
LiteLLM
LLM gateway whose optional Jev complexity classifier routes each incoming request to a configured model tier.
Runs on demand
Added
Project · Agent tooling
Bilingual Book Maker
EPUB translation tool that can ask Jev which markup groups contain text worth translating.
Runs on demand
Added
Project · Browser & computer use
OpenHuman
Agent platform that uses Jev to choose tools and browser actions.
Cadence not verified
Added
Project · Agent tooling
Pro Workflow
Coding-agent workflow with optional Jev hints for correction detection and command risk.
Runs on demand
Added
Project · Browser & computer use
Flick
Local MCP computer-use agent that lets Jev choose browser and macOS actions from observed controls.
Runs on demand
Added
Project · Data & analysis
GPT Researcher
Research agent that scores scraped passages with Jev before drafting cited reports.
Runs on demand
Added
Project · Agent tooling
Jev Model Router
A Claude Code module that uses Jev to route model tier, reasoning effort, and risky-action judgment for agent tasks.
Runs on demand
Added
Project · Experiments
Clash Jev
A research Clash Royale bot that uses computer vision and Jev to choose gameplay actions on a real Android device.
Cadence not verified
Added
Project · Experiments
Jeview
A local proxy and live visualizer for Jev decisions and their conditional follow-ups.
Runs on demand
Added
Project · Creative
Goutoujunshi Jev Chat
A Mac WeChat reading and reply-drafting companion with optional Jev strategy selection.
Runs on demand
Added
Project · Agent tooling
Jev Kit
A set of Jev-powered tools for Claude Code, including guarded tool calls, document classification, search, browser control, and review.
Cadence not verified
Added
New
Video · YouTube17:41
A demonstration of three AI trading bots whose decisions the creator says are made by Jev; trading claims are not independently verified.
Creator MagicAdded
New
Video · YouTube37:22
A detailed Jev tutorial covering typed questions, routing patterns, and a customer-support triage build.
Simon ScrapesAdded
New
Video · YouTube18:17
A Japanese-language practical review of Jev, including data organization, coding decisions, and limitations.
クウキデザイン | Kuuki DesignAdded
New
Video · YouTube2:17
A Japanese-language explanation of how Jev returns decisions without writing prose.
HacozyAdded
New
Video · YouTube18:19
A Chinese-language discussion of the TypeSafe founder’s arguments about RLHF and automation.
最佳拍档Added
New
Video · YouTube10:38
A survey of eight Jev applications, including filtering, email priority, search, and creative choices.
Matthew BermanAdded
New
Video · YouTube33:02
A technical explanation of Jev classifier architecture, use cases, costs, and limitations.
AI News & Strategy Daily | Nate B JonesAdded
Project · Data & analysis
DeepDoc
Researches a local document collection with Jev-backed evidence selection and coverage checks.
Cadence not verified
Added
New
Video · YouTube13:44
A walkthrough of running a Jev-style local decision model and the privacy tradeoff with cloud Jev.
Cloud CodesAdded
New
Video · YouTube17:52
An introductory explanation of Jev as a System One model and how typed decisions differ from chat models.
Piyush GargAdded
New
Video · YouTube17:16
A trading-bot demonstration where Jev makes bounded decisions; results and strategy claims remain the creator’s.
Lewis JacksonAdded
New
Video · YouTube12:26
A Japanese-language test of Jev against a trained game agent, including failures on other tasks.
海外Yパパラジオ 世界を読み解くAdded
New
Video · YouTube33:28
A Spanish-language Jev tutorial with an email-classification example and use cases.
Benjamín CorderoAdded
New
Video · YouTube14:04
A creator walkthrough of building with Jev and placing typed decisions in an app.
Jack RobertsAdded
New
Video · YouTube8:12
A report surveying Jev experiments and applications, including driving and interface demos.
Pursuing AIAdded
New
Video · YouTube6:57
A comparison of Jev and Laya as decision models and the surrounding release discussion.
Adam GardnerAdded
New
Video · YouTube20:57
An Italian-language overview of Jev and its intended decision-model use.
Raffaele GaitoAdded
New
Video · YouTube17:14
A Jev introduction explaining how to use a decision-only model in application workflows.
Cole MedinAdded
New
Video · YouTube21:12
A Jev analysis with a small local reproduction experiment and its limits.
Tonbi's AI GarageAdded
New
Video · YouTube17:03
A Python tutorial installing Jev and testing a small typed-decision program.
Real PythonAdded
New
Video · YouTube11:05
A setup walkthrough combining Jev, Claude, and computer-use examples.
Kev Builds AppsAdded
New
Video · YouTube4:13
A four-minute Portuguese-language explanation of the TypeSafe Jev decision model.
Max carrau | IAAdded
Video unavailable. Open the source below.
NewX Post · Agent tooling
Command Code Jev Nudge
Adds a Jev decision to Command Code agent continuation.
Cadence not verified
Added
Video unavailable. Open the source below.
NewX Post · Browser & computer use
Jev WebMCP Sidebar
A browser extension routes typed requests to page WebMCP tools.
Runs on demand
Added
Video unavailable. Open the source below.
NewX Post · Agent tooling
Jev Codex Effort Router
Changes coding-agent reasoning effort during a task.
Cadence not verified
Added
Video unavailable. Open the source below.
NewX Post · Data & analysis
Jev ASR Reading Review
Pairs streaming speech recognition with typed reading-error checks.
Cadence not verified
Added
X Post · Workflows
Jev Render Gate
Filters creator clip ideas before rendering with Picsart.
Cadence not verified
Added
Video unavailable. Open the source below.
NewX Post · Data & analysis
Refix Journey Triage
Analyzes early user journeys to find likely churn and product issues.
Cadence not verified
Added
Project · Agent tooling
Jev Test Filter
Chooses which tests are likely affected by a Git diff.
Cadence not verified
Added
Project · Data & analysis
Slop Grader
Grades text against rules using Jev judgments for each line.
Cadence not verified
Added
Project · Agent tooling
Jev-Mem
Uses fast decisions to organize memory and guide retrieval for long-running agents.
Cadence not verified
Added
Project · Workflows
Jev Curate
Sifts synthetic and pretraining datasets with typed Jev decisions.
Cadence not verified
Added
Project · Browser & computer use
PyGPT
A desktop AI assistant with an inline Jev System One plugin.
Runs on demand
Added
Project · SDKs & integrations
LLPhant
A PHP AI framework with a typed Jev classifier integration.
Runs on demand
Added
Project · Agent tooling
OpenCodex
A provider proxy for coding agents with optional Jev model and effort routing.
Cadence not verified
Added
Project · Creative
Math To Manim
Builds animated math explanations and uses Jev to evaluate teaching and visual checkpoints.
Cadence not verified
Added
Project · Agent tooling
AgentConnect
A collaborative workspace that routes team conversations and review work to AI agents.
Runs on demand
Added
New
Video · X4:01
An explainer covers how Jev differs from generative models and where its typed decisions fit in real applications.
Vinny (@hot_town)Added
New
Video · X11:05
A long-form X video discusses Jev and its role as a fast typed-decision model.
Matthew BermanAdded
New
Video · YouTube18:42
A Hindi-language walkthrough explains Jev and demonstrates how to use TypeSafe AI’s decision model.
AI Learners IndiaAdded
New
Video · YouTube23:27
A longer explainer examines Jev’s decision-only interface and where it fits beside generative models.
Krish NaikAdded
New
Video · YouTube29:28
A Spanish-language news discussion considers how a fast decision model could change automation workflows.
Inteligencia ArtificialAdded
New
Video · YouTube10:38
A practical overview discusses using Jev for bounded decisions alongside Claude’s generative work.
Ben AIAdded
New
Video · YouTube17:29
A beginner tutorial walks through Jev setup and example typed-decision calls.
Mikey No CodeAdded
New
New
Video · YouTube2:33
A short video about Jev: Top 3 utilizzi di Jev in Claude Code.
Dario FontanelAdded
New
Video · YouTube19:19
A coding walkthrough builds a router using Jev and an open decision-model alternative.
Sam WitteveenAdded
New
Video · YouTube17:06
A seventeen-minute coding explainer shows Jev’s typed decisions and how an application can call them.
codebasicsAdded
New
Video · YouTube17:42
A hands-on tutorial introduces Jev’s decision API and links example code.
Mayank AggarwalAdded
New
Video · YouTube2:50
An explainer discusses Jev’s non-generative decision interface and how it differs from a chatbot.
ZAUEY (Claire Zau)Added
New
Video · YouTube21:15
An Italian-language guide demonstrates Jev in a coding-agent workflow.
Dario FontanelAdded
New
Video · YouTube27:11
A French-language news video discusses Jev’s probability-based decisions and possible software uses.
Eliott MeunierAdded
Project · Agent tooling
Agent Chaperone
An MCP proxy and hooks adapter screen agent tool calls and returned content with probability-based Jev judgments.
Runs on demand
Added
Project · Agent tooling
Grok Bot Jev Router
A small Grok Bot router uses Jev to decide whether to reuse work, stop retries, limit research, or ask for approval.
Runs on demand
Added
Video unavailable. Open the source below.
NewX Post · Games
Jev Codenames
A playable Codenames experiment puts Jev in the game; the public post does not show the call.
Runs on demand
Added
Video unavailable. Open the source below.
NewX Post · Experiments
Proq Plan Classifier
A construction document pipeline classifies sheets before turning plan sets into bills of materials.
Runs on demand
Added
Video unavailable. Open the source below.
NewProject · Games
Mario Never Dies
Jev chooses Mario’s moves from structured game state; after death, four VM branches try different recoveries.
Cadence not verified
Added
Video unavailable. Open the source below.
NewX Post · Games · Experiments
Jev Doom Multiverse
A Doom agent tries parallel futures from one checkpoint, compares outcomes, and continues from the best branch.
Cadence not verified
Added
Video unavailable. Open the source below.
NewX Post · Experiments
JevForm
A form changes its next question dynamically instead of relying on a large fixed if/then tree.
Runs on demand
Added
Video unavailable. Open the source below.
NewX Post · Games · Experiments
Jev Catan Bots
Several Jev-controlled players attempt to play and negotiate in a forked Catan game.
Cadence not verified
Added
Video unavailable. Open the source below.
NewX Post · Games
Whale City Jev Game
A story game keeps a city on a whale alive through Jev-selected actions and generated video scenes.
Cadence not verified
Added
Video unavailable. Open the source below.
NewX Post · Experiments
MOSS Jev Rover
A rover simulation changes litter-picking targets when its instruction changes from cans to bottles.
Cadence not verified
Added
Video unavailable. Open the source below.
NewX Post · Agent tooling
Jev Prompt Difficulty
A prompt composer classifies task difficulty when the user finishes typing and offers a faster mode for simple requests.
Runs on demand
Added
Video unavailable. Open the source below.
NewX Post · Creative
Mutuals Jev Character
A 3D character reacts during conversation with live choices for its face, gaze, and body.
Runs on demand
Added
Video unavailable. Open the source below.
NewX Post · Agent tooling
Jev + Orthogonal
A natural-language API finder uses Jev to choose among more than a thousand endpoints across dozens of providers.
Runs on demand
Added
Video unavailable. Open the source below.
NewX Post · Data & analysis
Treg People Search
An agent-facing people search combines a broad provider search with Jev judgments about which leads match a user's criteria.
Runs on demand
Added
Video unavailable. Open the source below.
NewX Post · Data & analysis · Workflows
HypeMeter
An NFT listing scout uses Jev to reject weak opportunities and surface rare items for a personalized daily digest.
Cadence not verified
Added
Project · Experiments
MoonBit Jev Playground
A MoonBit playground puts Jev's typed decisions into games, command-line experiments, browser actions, and agent safety checks.
Cadence not verified
Added
Video unavailable. Open the source below.
NewProject · Browser & computer use
Jev Browser by Ying-Kai Liao
A browser agent lets an LLM set the goal while Jev chooses page actions and checks progress in a Playwright loop.
Cadence not verified
Added
Project · Agent tooling
Pi Jev by Theo Oliveira
A Pi coding-agent extension uses Jev to discover relevant tools and skills, make typed judgments, and optionally guard tool calls and compaction.
Runs on demand
Added
Project · Data & analysis
YC Indexor
Search 6,241 Y Combinator companies by meaning, logo, visible text or tags, then have Jev score the shortlist.
Runs on demand
Added
New
Video · YouTube24:54
A German-language walkthrough of ten Jev use cases and where typed decisions fit into automation.
Julian Ivanov | KI-AutomatisierungAdded
New
Video · YouTube16:28
A Chinese-language tour of Jev projects with a rabbit adventure and an alien-arrival decision demo.
NiceKate AIAdded
New
Video · YouTube15:46
The creator tests Jev 662 times on two Kaggle datasets and discusses surprising accuracy results.
01CoderAdded
New
Video · YouTube10:18
A Portuguese-language explanation of five ways to place Jev decisions inside agent workflows.
Vini LanaAdded
New
Video · YouTube10:52
An English introduction to Jev’s typed responses, speed, cost, and limits compared with an LLM.
Gary ExplainsAdded
New
Video · YouTube5:03
A comparison-oriented overview of an open-source Jev-compatible decision model.
DevsKingdomAdded
Project · Agent tooling
SemDecide
A Unix CLI that turns Jev judgments into predicates, routes, scores, filtered streams and stable exit codes.
Runs on demand
Added
Project · Games · Experiments
Jev Plays StarCraft
Jev completed the Strongarm mission in original StarCraft shareware using structured state and mouse-and-keyboard actions.
Runs every few seconds
Added
Project · Agent tooling
Pi Jev Auto Mode
A fail-closed permission gate for Pi that asks Jev to judge tool calls left undecided by hard rules.
Cadence not verified
Added
Video unavailable. Open the source below.
NewX Post · Workflows
Obsidian Auto Tags with Jev
A demonstrated Obsidian workflow that assigns tags to notes using Jev.
Cadence not verified
Added
Video unavailable. Open the source below.
NewX Post · Agent tooling
Jev Workflow Builder
A visual builder that wires Jev Choice, Score and Boolean decisions into prompt workflows.
Runs on demand
Added
Project · Data & analysis
Best Agent Skills
Daily rankings of agent skills across registries, with Jev judging social relevance, listing quality and category.
Cadence not verified
Added
Project · Agent tooling
Skylos Jev Review
An opt-in Jev review of ambiguous dead-code findings in the Skylos scanner, with uncertain results left visible.
Runs on demand
Added
New
Video · X5:44
A creator demonstrates Jev and Treg across fraud screening, sales-signal triage and viral-content monitoring; reported savings are creator claims.
Jason ZhouAdded
New
Video · YouTube5:27
A five-minute explainer on why Jev returns fast structured judgments instead of generating prose, with discussion of its speed, cost and reliability claims.
FireshipAdded
New
Video · YouTube10:07
A hands-on critique tests Jev for email sorting, comments, model routing and skill choice, then weighs where typed schemas help or constrain it.
Duncan Rogoff | Learn Claude CodeAdded
New
Video · YouTube15:13
A French-language review tests email, fraud-message and proposal triage, compares Jev with LLMs, and explains a confidence cutoff.
Shubham SHARMAAdded
New
Video · YouTube7:10
A Chinese-language tutorial demonstrates Choice, Noul and Score, then wires Jev into Codex for Gmail screening.
杰森的效率工坊Added
New
Video · YouTube9:15
LangChain explains Jev's typed questions and demonstrates model routing, tool-risk decisions and online evaluation in an agent harness.
LangChainAdded
New
Video · YouTube142:22
A long-form interview with TypeSafe's founder about System One models, calibrated decisions, RLCD and the limits of chat-first AI.
Latent SpaceAdded
New
Video · YouTube5:16
Two Minute Papers examines Jev's decision-model design and compares it with related models and research rather than relying on launch claims alone.
Two Minute PapersAdded
New
Video · YouTube15:09
A Portuguese-language walkthrough places Jev between coding agents and their tool choices, with creator-reported benchmark limits.
Vini LanaAdded
New
Video · YouTube17:07
Turing Post tests the Jev playground and a Codex workflow while explaining RLCD and asking where fast classification helps larger tasks.
Turing Post TVAdded
Project · Agent tooling
Jev Chat Jarvis
A phone conversation copilot that reads visible chat and offers suggested replies while the user stays in control.
Runs on demand
Added
Project · Games
JevHarness
LLM-authored task-specific Jev harnesses with optional full-trajectory reward reflection and GEPA evolution.
Cadence not verified
Added
Project · Experiments
jev-leftpad
Left-pad strings with TypeSafe AI's Jev. For reasons.
Runs on demand
Added
New
X Post0:44
Zachi demonstrates a PostgreSQL extension that uses Jev to judge natural-language conditions across database rows without a vector index.
ZachiAdded
New
Video · X22:41
Moritz Kremb explains Jev, walks through API setup, and demonstrates voice-browser, memory, and YouTube-prediction applications.
Moritz KrembAdded
Project · Data & analysis
jev-dataops
An open-source JEV-powered workbench for streaming data selection, quality evaluation, automatic LoRA training and held-out model evaluation.
Cadence not verified
Added
New
Video · YouTube20:32
Jev, konuşan değil karar veren yeni bir yapay zeka modeli. TypeSafe AI'ın System One sınıfından ilk model. Metin üretmiyor, milisaniyeler içinde tipli kararlar döndürüyor. Bu Türkçe rehberde Jev'in ne olduğunu anlattım ve 3 canlı örnekle t…
Emrullah Yaprak | Yapay Zeka & OtomasyonAdded
New
Video · YouTube21:32
The open versions of Jev are here . In this video we go through 7 of the open Jev style models to see how good they are and what they can do. Thanks to Dell for Sponsoring the Compute #DellProPrecision #DellProMax #DellTech #NVIDIA JevBenc…
Sam WitteveenAdded
New
Video · YouTube3:30
TypeSafe AI has unveiled Jev, an AI model built to talk to software instead of people — returning typed, structured decisions instead of natural language, according to The Register. The startup, which raised $40 million and is led by forme…
Tech Brew Ride Home PodcastAdded
New
Video · YouTube7:04
Jev is TypeSafe AI’s new System One model. Instead of generating text, it makes fast, structured decisions and returns probabilities that software can act on. We’re now testing Jev inside the agent. In this video, I cover: - The idea behin…
Retriever AIAdded
New
Video · YouTube10:20
Jev es un nuevo modelo de IA desarrollado por la empresa TypeSafe AI, este modelo está diseñado para tomar decisiones probabilísticas brindando una respuesta estructurada, en lugar de generación de texto como los LLMs. En este video te mue…
hdeleon.netAdded
New
Video · YouTube11:28
JEV from TypeSafe AI can fix the reranker in RAG 🔗 Helpful Resources & Links: Blogpost: Colab: If you found this breakdown helpful,
Prompt EngineeringAdded
New
Video · YouTube26:57
Aprenda Inteligência Artificial! ▸ Aprenda Agentes iA: ▸ Seja MEMBRO: ▸ ▸ Instagram:
Inteligência Mil GrauAdded
New
Video · YouTube15:59
In this video, I’ll be showing you how developers are using Jev, TypeSafe AI’s fast decision model, for browser automation, coding agents, context compaction, model routing, skill selection, semantic SQL, agent supervision, and even gaming…
AISeeKingAdded
New
Video · YouTube14:19
Jev nedir? TypeSafe AI tarafından geliştirilen Jev neden bu kadar konuşuluyor? Bu videoda Jev AI modelini, GPT, Claude ve klasik LLM modellerinden farkını detaylı şekilde inceliyoruz. Jev, uzun uzun metin üreten klasik yapay zeka modelleri…
Ömer Göçmen | Yapay Zeka & OtomasyonAdded
Project · SDKs & integrations
jevals
Agent evals and guardrails in one request. Built on Jev, Kev and Laya.
Runs in realtime
Added
New
Video · YouTube3:52
A Chinese-language overview of Jev and its use in AI workflows.
杨竹筠Added
New
Video · YouTube10:43
A Chinese guide to atomic questions, confidence routing and Jev API primitives.
为什么叫QQAdded
New
Video · YouTube2:58
A Japanese-language look at a development loop combining Codex and Jev.
才能ゼロからのクリエイター戦略Added
New
Video · YouTube14:41
A Czech-language overview of Jev and its decision-focused approach.
AI Revolution v češtiněAdded
New
Video · YouTube11:00
Explores how Jev can make AI agent decisions faster.
Leveling Up with Eric SiuAdded
New
X Post1:59
A shared demonstration of a Jev-driven decision loop in a driving simulator.
SuSu_酥酥👅Added
New
X Post1:56
Chetaslua applies five yes/no questions to both candidates in a debate. The creator explicitly describes this as an experiment, not a fact-check.
ChetasluaAdded
New
Video · X36:14
A shared technical talk about Jev and decision-focused models, featuring TypeSafe founder Diogo Almeida.
CodezAdded
New
X Post1:02
An explanation of state inputs, questions and structured outputs, including yes/no, choice and score examples.
Ben DickenAdded
New
Video · YouTube15:56
Avenox explains Jev in Turkish and tests classification, tool selection and its limitations.
AvenoxAdded
New
Video · YouTube42:30
Simone Rizzo explores structured decisions, automation and research into Jev-like models.
Simone RizzoAdded
New
Video · YouTube10:36
Rob Shocks demonstrates the playground and explains the decision types and potential developer uses.
Rob ShocksAdded
New
Video · YouTube12:31
Matthew Berman examines Jev and examples from its early developer community.
Matthew BermanAdded
New
Video · YouTube28:25
A discussion of email triage, lead scoring, browser control and business uses for Jev.
Greg IsenbergAdded
New
Video · YouTube13:47
Heba Ahmed explains Jev in Arabic and demonstrates message classification and browser navigation.
Heba Ahmed - هبة احمدAdded
New
Video · YouTube148:40
A long-form stream exploring Jev and the idea of models built for structured decisions.
The PrimeTimeAdded
New
Video · YouTube14:28
Prompt Engineering benchmarks Jev against older classification approaches and discusses instruction following.
Prompt EngineeringAdded
New
Video · YouTube19:34
AI随风 explains Jev’s output types and demonstrates resume screening.
AI随风Added
New
Video · YouTube8:03
dreadjordan discusses the claims around Jev and critiques the way early demonstrations are presented.
dreadjordanAdded
New
Video · YouTube26:10
Panda Making Money examines Laya’s claims and the caveats behind comparisons with Jev.
Panda Making MoneyAdded
New
Video · YouTube30:50
Fazt introduces typed decisions, probabilities and the situations where Jev may fit an agent workflow.
FaztAdded
New
Video · YouTube8:22
TheAIGRID introduces Jev and discusses the attention around its decision-focused approach.
TheAIGRIDAdded
New
Video · YouTube22:34
Melvynx examines demos, classification and real application experiments, including their limits.
MelvynxAdded
New
Video · YouTube10:25
AISeeKing explains decision primitives and separates structured outputs from guarantees of correctness.
AISeeKingAdded
New
Video · YouTube22:41
Moritz introduces Jev and walks through how to use a decision model in applications.
Moritz | AI SystemsAdded
New
Video · YouTube17:51
Syntax explores what Jev does and demonstrates possible uses for structured decisions.
SyntaxAdded
New
Video · YouTube16:30
Julian Goldie presents a range of Jev application ideas and workflows.
Julian Goldie SEOAdded
New
Video · YouTube4:45
윤자동 explains the basics of Jev for viewers new to decision models.
윤자동Added
New
Video · YouTube8:22
AICodeKing tries Jev in a browser-use workflow and discusses the experience.
AICodeKingAdded
New
Video · YouTube9:31
Steve from critiques viral demos and discusses how to assess their claims.
Steve (Builder.io)Added
New
Video · YouTube16:19
Sam Witteveen examines Jev’s structured decisions and compares its role with other model approaches.
Sam WitteveenAdded
New
Video · YouTube8:21
A hands-on introduction to the Jev model and experiments with its decision outputs.
Albert OlgaardAdded
New
Video · YouTube17:34
AI mit Arnie discusses Jev and its approach to fast decisions inside software.
AI mit ArnieAdded
New
Video · YouTube32:12
David Ondrej explores how to use Jev as a decision component in applications.
David OndrejAdded
New
Video · YouTube11:21
성공지식백과 introduces Jev and examines the claims around its decision-focused design.
성공지식백과Added
New
Video · YouTube4:51
코드깎는노인 discusses how Jev differs from familiar language-model workflows.
코드깎는노인Added
New
Video · YouTube14:41
AI Revolution reports on Jev’s release, model design and early developer interest.
AI RevolutionAdded
New
Video · YouTube20:18
Riley Brown covers model routing, decision types and possible uses inside software.
Riley BrownAdded
New
Video · YouTube7:10
Takafumi Horie discusses the model’s focus on decisions rather than text generation.
堀江貴文 ホリエモンAdded
New
Video · YouTube164:41
Jeremy Chone works with TypeSafe’s API and develops a Rust library in a live coding session.
Jeremy ChoneAdded
New
Video · YouTube10:16
Julian Goldie walks through an open-source browser agent that combines speech, Jev and Playwright.
Julian Goldie SEOAdded
New
Video · YouTube16:55
01Coder tests the decision primitives and demonstrates routing, triage and content checks in a playground.
01CoderAdded
New
Video · YouTube40:40
Carlos Alarcón explores the model’s decision types and tests practical classification scenarios.
Carlos Alarcón - AIAdded
New
Video · YouTube7:12
Caleb Writes Code introduces TypeSafe’s model and discusses probabilities, speed and potential value.
Caleb Writes CodeAdded
New
Video · YouTube17:51
usutaku explains Jev in Japanese and discusses early applications from developers.
#usutaku_channelAdded
New
Video · YouTube16:08
Nate Herk tests classification and automation scenarios, including an X feed classifier and a paper-trading prototype.
Nate Herk | AI AutomationAdded
New
Video · YouTube2:58
A Korean-language short introducing Jev as a fast decision model.
AI-ngAdded
New
Video · YouTube7:25
A Korean-language analysis of Jev and its speed claims.
스마트대디_SmartDaddyAdded
New
Video · YouTube64:39
A one-hour course on building and automating with Jev.
Julian Goldie SEOAdded
New
Video · YouTube24:07
A Spanish-language introduction to what Jev is and how to use it.
Alaimo LabsAdded
New
Video · YouTube14:13
AICodeKing presents a coding setup that combines planning, decision making and worker models.
AICodeKingAdded
New
Video · YouTube18:37
Meydeey examines Jev through automation experiments and discusses when to use a decision model.
Meydeey | Automatisation IAAdded
New
Video · YouTube117:01
JoCoding discusses Jev as part of a longer roundup of AI developments.
조코딩 JoCodingAdded
New
X Post0:46
Matija Sosic gives a short explanation of the core idea behind Jev.
Matija SosicAdded
New
Video · YouTube25:50
A French-language introduction to Jev in a broader discussion of ecommerce and AI agents.
Jérémy DE CAMPOSAdded
New
Video · YouTube22:11
A short setup guide for connecting TypeSafe's decision model to a Claude Code workflow.
MGAdded
New
Video · YouTube23:18
Mike Codeur explores Jev’s primitives, tests intent routing, and discusses applications in his SaaS products.
Mike CodeurAdded
New
Video · YouTube11:36
An introduction to Jev's probabilistic outputs and how its decision role differs from text-generating LLMs.
CodedigiptAdded
New
Video · YouTube10:07
A walkthrough of Jev's typed decisions and a linked collection of 50 creator-built examples comparing Jev with an LLM.
Yash ThakkerAdded
New
Video · YouTube9:09
Examines whether Jev can reduce hallucinations in AI workflows.
The AI LayersAdded
Project · Data & analysis
crush-monitor
Crush 好感监控器：用 Jev 分析微信聊天的情绪、意图和回复表现。本机部署，使用自己的 API Key。
Runs on demand
Added
New
X Post2:56
TypeSafe founder Diogo Almeida introduces Jev, a model designed to return structured decisions rather than generated prose, and outlines the ideas behind its launch.
Diogo AlmeidaAdded
New
Video · X17:33
A recorded talk by Jev founder Diogo Almeida covers the model's decision-oriented design, RLCD training approach, and the team's view of where it fits alongside generative assistants.
Diogo Almeida (shared by Codez)Added
New
X Post0:49
Eugene Cheah introduces SimpleJev, an open-source library and API for adapting Hugging Face models to Jev-style structured decision tasks, including vision inputs.
Eugene CheahAdded
Project · Experiments
RoboJEV
Two-stage JEV control of a Franka Panda in MuJoCo.
Cadence not verified
Added
Project · Agent tooling
pi-jev-skill-picker
Rank Pi Agent Skills for the current task with TypeSafe Jev
Runs on demand
Added
Video unavailable. Open the source below.
NewX Post · Data & analysis
Jev Semantic Find
A Chrome-extension demonstration uses Jev for intent-based find on a page.
Runs on demand
Added
Video unavailable. Open the source below.
NewX Post · Experiments
Jev Keyboard Prediction
A custom-keyboard experiment uses active-application context to predict and highlight the next key, command or phrase.
Cadence not verified
Added
Video unavailable. Open the source below.
NewX Post · Games · Experiments
Jev and Astra Minecraft Speedrun
A creator-posted Minecraft speedrun pairs Jev movement decisions with asynchronous Astra planning on a specified seed.
Cadence not verified
Added
Project · Games
minecraft-agent
Astra planner and JEV controller for Minecraft, with native recording, tested routes, and run verification.
Runs on demand
Added
Project · Agent tooling
jev-dsh-decision
Jev DSH 决策引擎｜面向 Agent Harness 的结构化决策插件。原生支持 DeepSeek Harness，通过 iPolloWork 支持 OpenCode、Codex Harness。
Runs on demand
Added
Video unavailable. Open the source below.
NewX Post · Browser & computer use
Jev Playwright Browser Skill
A creator demonstrates article and job searches with a Jev browser skill in Antigravity CLI and Codex.
Cadence not verified
Added
Project · Experiments
embodied-jev
EmbodiedJev: MuJoCo robot decision workbench with MiniCPM5-2B, Jev and compatible model APIs.
Cadence not verified
Added
Video unavailable. Open the source below.
NewX Post · Experiments
Copy and paste, with a decision in between
what if copy/paste was smart? powered by @typesafeai jev it feels like every computer interaction will get rewritten
Runs on demand
Added
Project · Agent tooling
jevgrep
Jev-powered semantic code search for coding agents — find behavior across repositories via CLI or MCP, with exact source excerpts and line numbers.
Runs on demand
Added
Video unavailable. Open the source below.
NewX Post · Experiments
723 ads, 30 personas, 22 cents
jev KILLED the focus group. it scrolled 723 ads as 30 buyer personalities 21,690 stop or scroll decisions. 22 cents. (will be avail in @StealAds + mcp)
Runs on demand
Added
Video unavailable. Open the source below.
NewX Post · Agent tooling
A usage router for Grok Bot
Jev + GrokBot is the best AI agent system I’ve built in my life It just made my setup CHEAPER and FASTER than what 95% of people are running... setup takes literally 7 minutes: prompt → GrokBot → Jev decision → GrokBot execution → result s…
Runs on demand
Added
Project · Data & analysis
jegrep
Semantic grep CLI where Jev judges which files and exact line ranges match a natural-language code query.
Runs in realtime
Added
Video unavailable. Open the source below.
NewX Post · Experiments
Jevassembler
An experimental terminal demo asks Jev to choose the next CPU-style instruction for a task at runtime.
Cadence not verified
Added
X Post · Experiments
OpenRouter’s Ori Eval
1/ Jev, a decision model by @typesafeai, sparked a burst of projects and discussion. We tested it using Ori Eval against popular LLMs on OpenRouter at judging. Jev was >5x faster than the next fastest model, and even its slowest request…
Runs on demand
Added
Project · Data & analysis · Agent tooling
jev-recall
Retrieve by relevance, not resemblance: filter an AI assistant's memories with TypeSafe's Jev.
Runs on demand
Added
Video unavailable. Open the source below.
NewX Post · Creative
Drape Jev Try-on
A Drape experiment uses Jev decisions to drive a virtual outfit-selection interface.
Runs on demand
Added
Project · Experiments
jev-libero
Fine-grained robot control with Jev, physics previews, and configurable LIBERO tasks.
Cadence not verified
Added
Video unavailable. Open the source below.
NewX Post · Data & analysis
Seven more SEO and GEO workflows
Jev killed 7 more SEO/GEO workflows 👇 1/ Assess which competitor pages to copy -> It scores every competitor page on answer, depth, proof and freshness, then checks its rank in Google and ChatGPT to show which ones are worth copying 2/ Ide…
Runs on demand
Added
Video unavailable. Open the source below.
NewProject · Experiments
Jev Align
An open-source CLI helps developers tune Jev criteria using good and bad examples.
Cadence not verified
Added
Project · Data & analysis
jevmail
Open-source AI email triage for Gmail. Sorts your inbox into Needs reply, Updates, Promos, Sales and Spam with Jev, TypeSafe AI's decision model, via Vercel AI Gateway. Read-only, runs locally, 1,000 emails in about a minute for 3 cents.
Runs occasionally
Added
Video unavailable. Open the source below.
NewX Post · Data & analysis
Filtering WIP todos by meaning
Using Jev to filter through my @wip todos It allows me to super quickly find all the instances where I increased revenue, got stuck, switched to a different SaaS provider, etc Things a regular keyword search would never catch
Runs on demand
Added
Video unavailable. Open the source below.
NewX Post · Data & analysis
Natural-language search over Zillow
Jev can serve as better natural language search on websites. It can scan thousands of Zillow listings and classify properties by things you can't normally filter for - e.g. architecture, renovation status, proximity to freeways. This was d…
Runs on demand
Added
Video unavailable. Open the source below.
NewX Post · Creative
Jev for content marketing
today i'm releasing Jev for content marketing. still doomscrolling to figure out what to post on social media? that's over now... Jev watches EVERY video in your niche and judges it before it ever reaches you: 1. research: pulls every vide…
Runs on demand
Added
Project · Agent tooling
jev-skill-suggester
用 TypeSafe Jev 推荐已安装 Skill / Bounded installed-skill recommendations with TypeSafe Jev. Python CLI, Codex skill, bilingual docs and live examples.
Runs on demand
Added
Video unavailable. Open the source below.
NewX Post · Workflows
Breaking, golden nugget, or slop
Jev is tagging X posts in real time for me. Breaking, golden nugget, or slop.
Runs in realtime
Added
Video unavailable. Open the source below.
NewX Post · Data & analysis · Experiments
100,000 viral posts in 20.4 seconds
I just built a Jev X Viral Post Analyser. 100,000 viral X posts. 20.4 seconds. $0.67. Claude Opus 5, same corpus, same clock, got through 214 posts and spent $0.98. per post that is ~680x cheaper the full Opus pass would have run $458. vir…
Runs on demand
Added
Video unavailable. Open the source below.
NewX Post · Browser & computer use
jev-browser, a general browser skill
We turned Jev into a general browser skill for agents: jev-browser. Give it a website and a task. The browser opens automatically, and Jev decides every click based on what's on the screen. Here's a demo:
Runs on demand
Added
Video unavailable. Open the source below.
NewX Post · Agent tooling
Launching agents on a canvas
Jev brought us closer to JARVIS it instantly does things like launch agents on a canvas - without awkawardly waiting for slowGPT LLM loop @clonkapp is now the fastest agent orchestrator on the planet
Runs on demand
Added
Project · Browser & computer use
jev-use
Say it, and your Mac does it. A computer-use harness on Jev that reads the screen through Accessibility. Fast, no vision model
Runs on demand
Added
Video unavailable. Open the source below.
NewX Post · Data & analysis
Which exam questions come back
JEV IS INSANE. I gave it 80 real exam questions and 297 practice ones. In 80 seconds, it told me which ones are most likely to appear on the real exam and which ones aren’t. All for $0.0256. Can't stop playing with @typesafeai 😁
Runs on demand
Added
Video unavailable. Open the source below.
NewX Post · Browser & computer use
Jev SEO and GEO Audit
A creator reports using Jev in a client-site audit workflow; claimed savings and output quality have not been independently reproduced.
Cadence not verified
Added
Video unavailable. Open the source below.
NewX Post · Experiments
Jev Accounting Prototype
A creator-posted accounting prototype connects the Jev API to a mock interface.
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NewX Post · Data & analysis
1,315 posts across eight dimensions
Jev classified 1,315 X posts for about $0.086 in estimated model cost 😂 seeing everyone's Jev demos made me want to build something for my own content research. i'd collected a lot of posts, but figuring out what they had in common still m…
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NewX Post · Data & analysis
A shortlist from a competitor swipe file
JEV makes competitor research feel like a cheat code. Give it your competitors’ ads. Break them down by hook, angle, offer and format. Then turn recurring combinations into a shortlist for your next creative test. From an endless swipe fil…
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NewX Post · Experiments
deepseek-v4.1-flash-jev
you can make any open source model behave like jev with just a bit of inference engineering. it's shockingly easy. to prove it, we built a new endpoint we're calling deepseek-v4.1-flash-jev. see the demo below. here's how it's done: sglang…
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NewX Post · Experiments
Jev against Fable 5.1, 100 builders
Jev is INSANE. I asked 100 Indie Hackers to build a post scheduler with: Jev vs Fable 5.1. The results are unexpected 🤯 (You can clearly see Jev is faster at doing stuff)
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NewX Post · Experiments
Jev Calculator
A real-time calculator demo sends changing interface state to Jev and displays the returned decisions as immediate results.
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Project · Browser & computer use
jev-desktop
TypeSafe Jev action selection inside Codex Computer Use
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Project · Data & analysis
jev-semgrep
Grep by meaning, across languages. TypeSafe Jev scores every line against a meaning; combine meanings with AND/OR/NOT. 意味で探す grep。日本語で英語を、英語で日本語を検索できる.
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Creativelive-jev
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NewX Post · Creative
Ad creatives from filtered assets
Jev is really good at content filtering and asset selection. DeepSeek + Higgsfield turn the selected assets into ad creatives.
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NewX Post · Experiments
24,000 Hacker News posts in two minutes
Jev is now live on the Venice API. Watch it classify 24,000 Hacker News posts into 12 categories in about 2 minutes
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NewX Post · Experiments
A dual-arm robot with Jev in the middle layer
型付き意思決定AIモデル「Jev」で双腕ロボを動かした結果まとめてみた🦾 3層制御のうち意思決定（2層）をJevに任せ、IKや物理計算はコード側に分離する構造を作りました。500msの応答と0.5円/試行で早くて激安。
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NewX Post · Agent tooling
SEO and GEO fixes, 90% cheaper
Jev dropped the price of SEO/GEO fixes by 90% Agents that audit and fix a client's SEO/GEO used to cost us ~$250 Here's where the savings come from: 1/ 30x faster reads of Search Console and PostHog/Mixpanel data 2/ 30x faster checks of wh…
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X Post · Workflows
WhatsApp Urgency Monitor
Jev monitors more than 25 customer WhatsApp groups in real time and alerts an LLM when urgency, unresolved problems or orders require attention.
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NewX Post · Data & analysis
talkr
today i built talkr, a speech analyzer using @typesafeai > talkr gives you a topic > you talk about it for 30s > jev analyzes your speech: pauses, filler words, repetitions, confidence, clarity > you get a score and feedback to…
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NewX Post · Creative
Both hands on a piano, in real time
@typesafeai's Jev controls the 2 hands and each finger to play the piano in real-time. Jev only "sees" what we see and plays this from the "note waterfall". It uses @browser_use's jev-ultrafast and some decision scheduling to make this hap…
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Project · Browser & computer use
jev-voice
Talk to your Mac. Local + one Jev (TypeSafe) call per command + macOS automation.
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NewX Post · Data & analysis
App Store keywords from the real competition
I built a tool that finds App Store keywords by reading the competition, and uses Jev to judge them. What it actually does: 1. Turns the app's own listing into a handful of search queries, with Jev filtering out the ones nobody would type.…
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NewX Post · Browser & computer use
jev-browser in Cline
We built a plugin that gives Jev a browser in Cline, and have been blown away by the results. 1. Install it in our new desktop app: Customize > Marketplace > Plugins > search 'jev-browser' 2. Create a Vercel AI Gateway API key, then save i…
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NewX Post · Data & analysis
An AI-writing slop detector
You can use Jev to flag all the slop that Opus likes to write
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Project · Agent tooling
Hermes Jev Skills
A Jev toolkit for agent model routing, memory filtering, compaction, skill selection, triage, and bounded computer/browser decisions.
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NewX Post · Experiments
Sorting 63,000 emails
WOW 🤯 i just used Jev + @agnt_gg to categorize 63,045 emails in less than 3 minutes for < $1 total runtime: 2 minutes 54 seconds input tokens: 23,430,692 output tokens: 4,528,206 total tokens: 27,958,898 estimated cost: $0.9841 this wou…
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NewX Post · Browser & computer use
Hipershopping with Agentcard
breaking: Agentcard + Jev + Kernel = Hipershopping ⚡ asking an agent to go buy stuff for you online is usually: - expensive (bc of tokens going back and forth) - slow (bc of tokens going back and forth) - unsafe (bc there's no safe/complia…
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NewProject · Agent tooling
Abide coding-agent rules
best coding agent use case for Jev: enforcing rules a linter can't coding agents tend to break rules and some rules can't be codified Jev can now score every turn against such rules and tell the agent what to fix asap open-source:
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CreativeJevinci
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NewX Post · Agent tooling
AgentRun reusable workflows
Today I’m excited to show you our new harness called AgentRun, built with @pidotdev and @typesafeai's Jev. It’s built for an agent to learn how to do a job, code itself a general solution, and then get out of the way.
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NewX Post · Creative
Jev-thoven music composition
Jev-thoven composed this entire 2 minute song from first principles.
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NewX Post · Creative
Pixel art with a sketch-and-refine loop
I gave Jev the ability to draw pixel art! It uses deepseek to plan a sketch with some primitives, then renders it, refines it, all based on pixel positions and colors. Long way to go but it's pretty neat.
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NewX Post · Experiments
Jev vs OpenJev in an FPS
Made Jev fight OpenJev in a first person shooter.
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Project · Browser & computer use
jev-recruiter
A Jev powered LinkedIn recruiting agent. Watch it browse relevant profiles, save links, and review evidence against your hiring brief.
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NewX Post · Games · Experiments
Byte predicts rock-paper-scissors
Can Jev read a human? Play rock paper scissors against Byte. Every round he predicts your next throw before you make it, then plays against that read. His move is committed before you pick, so he can't change it after. Stakes settle over A…
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NewX Post · Experiments
A browser-agent stress test
People keep thinking Jev is useful for browser use! It is not. It completed about 5 actions before collapsing in a non-cheated test. It's a cool model but not for this.
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NewX Post · Games · Experiments
Jev beats Super Mario Bros
Jev beat Super Mario Bros. Every moment, the simulator returns structured data of the game's current state, such as Mario's position, nearby enemies, and terrain, and simulates possible actions like jumping and running. Jev returns a proba…
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NewX Post · Experiments
JSON Render with Jev
An experiment combines json-render with Jev for responsive generated interfaces.
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Project · Browser & computer use
Jev Social
A local browser-grounded research agent lets Jev choose bounded operations across Instagram, TikTok, and LinkedIn.
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NewX Post · Experiments
An internal-link SEO audit
Jev is WILD for SEO audit 🤯 in 45.1 seconds it read all 586 pages on my site and rebuilt the internal link map. 584 links placed, 139 pages it refused to link because nothing honestly fit. total cost $0.21. Claude Opus 5, same 586 pages, s…
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NewX Post · Experiments
MuJoCo robot-arm control
tested Jev as a real-time robotics policy in MuJoCo it struggled at first, so i split each update into two calls: decide what to do next, then decide how to move the arm and gripper Jev doesn’t accept images, it gets simplified geometry an…
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NewX Post · Experiments
A predictive app launcher
Also been playing with @typesafeai Jev. Insane. A pile of apps suddenly become possible. What a time to be a builder. Sharing experiments here. First one: Keystroke oracle / predictive launcher A normal launcher ranks by aliases, fuzzy mat…
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NewX Post · Agent tooling
A draft quality gate
it's f*cking insane Jev sat between GPT and me, killing every draft that broke my rules before i saw it. good setup. then Jev did not answer. the agent decided silence was safer and stopped sending me anything at all. took a second agent t…
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NewX Post · Experiments
Session replay to bug fixes
JEV is INSANE. We gave it 3 million replay events In 40 seconds, it watched 3,247 sessions, caught 132 rage clicks, 116 dead clicks and 95 JavaScript errors, and opened 213 draft PRs to fix them. All for just $2.17. JEV can also flag aband…
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NewX Post · Experiments
Jev vs. GLM at chess
Jev vs GLM 5.3 at chess! Results: ◾ GLM 5.3 won by checkmate in 29 moves ◾ Jev: ~0.3s and <$0.0001 per move ◾ GLM 5.3: ~5.8s and ~$0.008 per move ◾ The whole game cost 24 cents My main takeaway is that it's often useful to use each one to…
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NewX Post · Experiments
Box Incident Routing with Jev
A Box demonstration uses Jev decisions to organize incident reports into escalation, monitoring and review folders.
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NewX Post · Agent tooling
Coaching and writing checks
Alright playing with Jev through Vercel. 1. quick coaching support during a session rather than running through my gateway. 2. Anti-slop detector and fixer.
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NewX Post · Experiments
A Jev query planner
I used Jev to build a query planner! With some tuning, I sped up Postgres queries on the join order benchmark by 12%. Here's what I did
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NewX Post · Workflows
Instant Clay workflows
Jev does in fact work for building @clay workflows instantly
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NewX Post · Agent tooling
A prompt box that fills itself in
thanks to @typesafeai jev I no longer have fill out all of those fields on prompt boxes. It picks the agent / model / computer / folder for me. - For a major rewrite it uses Fable + Claude Code. - Changes to an ios app run on one of my macs
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NewX Post · Workflows
Incident triage in Box
🆕@typesafeai dropped Jev this week, a new frontier model optimized for decisions. We put it to work on an incident triage workflow in Box. Jev doesn't generate text. You send it state plus typed questions and it returns booleans with proba…
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Project · Browser & computer use
Jev CU
A Codex computer-use skill that asks Jev to choose actions from accessible on-screen controls.
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NewX Post · Games · Experiments
Jev plays Balatro
Jev from @typesafeai plays @BalatroGame. Every hand it sees the cards, jokers, and blind, then picks play or discard in ~200–500ms. After the ante, it shops too. A full run costs less than a cent.
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NewX Post · Agent tooling
A Slack agent, twice as fast
Jev made our Slack agent 2x faster ⚡️ Our agent can be quite slow because it needs to read skills and figure out which tools to call. We used @typesafeai's new model to speed this up by first passing it the prompt and classifying the best…
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NewX Post · Experiments · Agent tooling
Voice intent to tool calls
Played around with @typesafeai Jev today, mostly to understand what it does for tool calling. Instead of an LLM deciding what to do, I substituted that part with Jev. My learning is that we will be able to make the agent act before the use…
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NewProject · Data & analysis
Jev Reviewer
Introducing Jev Reviewer, a tool designed for systematic reviewers to quickly find and extract the information from research articles. App: GitHub:
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NewX Post · Experiments
A plain-English logic interpreter
Jev can't reason. So I built an interpreter that reasons for it. It runs a logic language where the facts and rules are plain English.
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NewX Post · Games
A Tetris placement picker
TypeSafe's Jev plays Tetris better than me!! We hooked it up to a Tetris game. Every piece, it looks at the board and all the spots the piece could land, and picks one in about half a second. A whole game cost us less than half a cent. The…
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NewX Post · Data & analysis
YouWare résumé screener
JEV is Awsome!!! 😎 360 resumes Screened in 24.2s — $0.0212. Typed scores. Shortlist signals. Speed + cost your boss will quietly love. I Open-sourced the resume screener on YouWare. Reply “JEV” to try it. We’re bringing JEV to YouWare soon…
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NewX Post · Experiments
Supabase RLS linter
@typesafeai Jev is FREAKING SICK!! Playing around with it to create an experimental RLS Linter for @supabase. You can check it out here: or view the demo 📺
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NewX Post · Data & analysis
400 companies matched to one candidate
JEV is INSANE. We gave it 400 companies and one candidate profile. In 12 seconds, it predicted which jobs the candidate had the highest chance of getting, assigned a confidence score and detected job-candidate mismatches. All for just $0.0…
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NewX Post · Agent tooling
A page-by-page OCR router
Doc-OCR router using Jev @typesafeai A Jev-powered router that looks at a PDF page by page, decides which pages actually need OCR, extracts the rest locally. Result: save cost on # OCR pages + speed
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NewX Post · Workflows
A real-time feed quality filter
Made a real-time slop detector with jev as you scroll
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NewX Post · Data & analysis
Search a physical library
Jev lets me search my physical library by looking at the entire book index in parallel in 300ms. Here, the answer to “Who invented photography?” is probably on page 98 under "Niépce, Joseph Nicéphore"
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NewProject · Workflows
Jev Tax Document Classifier
A creator demonstrates a Jev tax-document classifier. Reported accuracy, speed and costs apply to the creator’s corpus and are not independently validated.
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NewX Post · Games
Switch between manual and AI play
Had some fun taking Jev from @typesafeai for a spin, switching seamlessly between manual and AI-driven gameplay. It’s clocking 2–3 calls/sec at 60 FPS, with ~150ms avg latency. The most interesting part wasn’t the speed, though. It was dis…
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NewX Post · Experiments
Ego Lite shopping decisions
ego lite + Jev + DeepSeek Flash = stupid fast. ⚡ 3.71s for 20 Amazon product decisions. GPT-5.6 Sol: 54.45s Same task. Same result. 10/10 on both. Less reasoning. Faster decisions. 1× speed.
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NewX Post · Experiments
Jevals
I wanted an easier way to test my jev requests and see if my results are improving, so I built jevals! It's a local workbench for testng the Noul, Choice, and Score primitives. You can mix requests as well. You can run a seed command to se…
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NewX Post · Experiments
An always-on assistant with no wake word
Ai is evolving. Jev can be armed at all times. I can speak freely and it knows ( from probabilities ) if im asking my computer to do something or blaberring away at something else. no wake word. speed + affordability + intelligence is gett…
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NewX Post · Games · Experiments
Connect Four on Omarchy
We put Jev inside OmarchyLinux @dhh to play Connect Four. It reads the board, chooses a move, watches the opponent respond, then Hermes reviews the result and tries again. 6,499 model tokens. Cost: $0.00022113. This is what structured stat…
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NewX Post · Browser & computer use
End-to-end tests run by agents
e2e + jev from @typesafeai ⚡ I'm building an open-source framework for running e2e tests with agents. supports web, mobile (and more!) available soon:
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NewX Post · Workflows
Jev on Sol
GM Jev V1 is live on Here's what's new: TRADE • Paste any Solana CA and get a live chart with Jev watching it with you • Jev re-reads the token every 5 seconds: the call, where price is in 15 minutes, buyers in control, dump risk, alive in…
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NewX Post · Agent tooling
Corent model routing
Corent’s brain uses @typesafeai Jev now. Not to generate the output, to make the decision before the output gets generated. When a request comes into Corent, you don’t need to tell us which model to use. You send the prompt, the workload a…
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NewX Post · Data & analysis
Jevinik
JEVINIK - Evaluating stocks insanely fast with @typesafeai's Jev It pulls market data, signals, risk & filings around any stock, then calls the next 30 days: 🐂 BULLISH 🐻 BEARISH No LLMs. No vibes. Just Jev & @ValyuOfficial rich financial d…
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NewX Post · Creative
Jev plays piano
Jev playing the piano. I gave it the key, all 88 notes to choose from and the sequence so far. Did chords in a second pass once we had the melody by giving it the bar's notes & 7 chords to choose from. Plays it safe & loves alternating bet…
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NewX Post · Creative
A real-time orchestra conductor
Jev is so cool! I just made Jev conduct a musical orchestra in REAL time My entire TL was filled with Jev demos so decided to give it a spin and needless to say, I was not dissapointed.
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NewX Post · Experiments
A 6502 emulator experiment
Yes yes, Jev can drive, Jev can be a programming language... but lets just skip the middle man ... Jev be the "computer" !!! Motorola 6502 emulation directly on Jev 🤣😅 @typesafeai @dotpem Took a bit "hill-climbing to figure out how to inst…
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NewX Post · Creative
Youform voice builder
Used Jev to build voice builder in Youform. It is so fast!
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NewX Post · Data & analysis
Sentence-by-sentence AI text detection
Jev is crazy 🤯 I made an AI text detector powered by Jev. Scans a complete article and gives a sentence by sentence breakdown in almost realtime.
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NewX Post · Creative
A fancy-prose experiment
let Jev automatically transmogrify your simpleton English into unnecessarily fancy prose as you're writing it 😅
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NewX Post · Data & analysis
900 images in 40 seconds
Made myself a little image classifier with OCR + Jev It was able to categorise ~900 images in 40 seconds Pretty cool
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NewX Post · Experiments
Game levels generated in real time
Jev can generate game levels in real time. Faster and cheaper structured output could be a big deal for game dev!
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NewX Post · Data & analysis
News matching for brands
Jev is INSANE. 🤯 in 24.9 seconds it read 384 news from this morning and told 15 brands which stories to hop onto today, for $0.19. Claude Opus 5, running on the same feed at the same time, got through 4/384 and cost $0.77. per headline tha…
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NewX Post · Experiments
A drone in an asteroid field
Jev flying a drone through an asteroid field. 300ms decisions. Left / right / slow / accelerate. You can watch the decisions happening live on the right. Green = Jev’s own confidence. Purple = “I’m not sure, ask the big model.” 99% of the…
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NewX Post · Data & analysis
1,891 ads in 19 seconds
ESTA HERRAMIENTA ACABA DE ROMPER TODO EL MERCADO DEL AD SPY Maxfusion ha cogido JEV, el modelo nuevo de TypeSafe, y le ha metido la ad library entera de una marca → 1.891 anuncios clasificados → 19 segundos → 0,12 $ Y no es un resumen: cad…
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NewX Post · Data & analysis
700 live ads in 40 seconds
jev is an insanely cool product Saw a post about jev and decided to check it out This thing is straight up gold whoever built it is a genius jev is the future Scanned over 700 live ads in 40seconds flat, and it cost me just 4 cents. If you…
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NewX Post · Experiments
Whose Jev Is It Anyway?
I'm laughing out loud. I turned Jev into an improv judge. Introducing: 'Whose Jev is it Anyway?'
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NewX Post · Browser & computer use
Voice commands for Autumn billing
🚨Do not record Jev demos while @ogme01 flies a drone over your desk 🚁 You can now dictate attaches, updates, schedules & more in the @autumnpricing dashboard, no more manual edits Safe to say my tenzing tower didn't survive this one th…
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NewX Post · Games
Jido agents play tic-tac-toe
Jido Jev + ReqLLM playing Tic Tac Toe Each agent makes Jev calls to determine their next move, pretty fun! Now time to scale up ...
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NewX Post · Creative
Emotions expressed in beeps
gave jev a way to express some emotion and chat with beeps (sound on 🔊)
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NewX Post · Data & analysis
Maxfusion Competitor Research
JEV makes competitor research feel like a cheat code We fed it Resilia’s ad library and it classified 1,891 ads in 19 seconds for $0.12 Customer journey stage, ad style, and a full account deep dive Coming soon to the maxfusion MCP
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NewX Post · Experiments
Danish stock-market backtest
Jev trading the danish stock market for all of 2025(239 trading days). Sentiment-based on market data, news articles, wikipedia & google trends. 8.1 million tokens for $0.32 🤯
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NewX Post · Data & analysis
Maxfusion competitor-ad research
JEV is insane for competitor research! We gave it Resilia's ad library It classified 1,891 ads in 19 seconds for $0.12 costumer journey step + Ad style And a complete deep analysis of the account Coming soon to maxfusion MCP
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NewX Post · Experiments
Jev tries drawing on a pixel canvas
gave jev a pixel canvas to see if it could draw... nope
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NewX Post · Experiments
Jev's Dojo fighting coach
Let Jev roast your fighting habits 👇
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Project · Experiments
WindTunnel: Jev + WebMCP
An open benchmark pairs Jev tool selection with Mercury-generated arguments.
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NewX Post · Agent tooling
Starchild prompt routing
Starchild just became the first professional-grade app to integrate Jev from @typesafeai We use Jev to help route to LLMs which gave a 20x decrease in cost and 6x increase in speed for prompt classification Here it is classifying prompts i…
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NewX Post · Games
Flappy Apex plays itself
That’s Jev playing Floppy Apex, passing the previous best score and not thinking of stopping anytime soon 🏆 It was wired up by Apex via Appduct, with some adjustments made in Fable. @AgentConf
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Project · Agent tooling
Jev SEO
A Rust CLI and MCP server uses Jev to route and score zero-cost SEO and generative-search research tasks.
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NewX Post · Browser & computer use
jev-job-hunter
I rebuilt my job crawler with Jev. The task: start at a company's official homepage, find Careers, and identify jobs that match my profile. Before, with an LLM: ~5 minutes. After, with Jev: just over 20 seconds in my test. Every company or…
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NewX Post · Agent tooling
Just-in-time model selection in Goose
Experimentation with Jev from @typesafeai and our harness @goose_oss Use Jev to take a prompt and JIT select a model just before the turn runs. Jev and models like it will be useful in many areas and this is just early prototype code on a…
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X Post · Browser & computer use
A computer assistant that listens
building a computer assistant with Jev local whisper listens to everything I say which then gets classified by Jev to determine what actions to take it uses a small Swift app to provide the full accessibility tree to Jev (i.e. tell its wha…
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NewX Post · Agent tooling
Measuring progress in agent traces
Got early access to @typesafeai Jev and spent a few hours building on it. The problem I keep hitting: agent traces tell you which tool ran, how long it took, what it returned but never whether the agent is actually getting anywhere. An age…
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NewX Post · Browser & computer use
Intelligent autofill buttons
I love that Jev can fit into basically any app. You don't need to build everything around a chat, you can just integrate intelligent features into the background, like these auto-fill buttons. Much better UX than with slow LLMs. Feels like…
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NewX Post · Workflows
Inline Manual contextual help
Adaptive real-time in-app support with Jev + It detects where you're struggling and quietly adds help directly into the UI - explanations, suggestions, even actions. Jev figures out if and where you're struggling, then triggers the right f…
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NewX Post · Agent tooling
Shipper Website-to-App with Jev
Shipper presents a Jev-assisted workflow for turning website URLs into mobile applications; the full build path is not independently reproduced.
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Project · Data & analysis
is-malicious
Scans a codebase for covert, deceptive, or data-stealing behavior with Jev, then reports suspicious files and line ranges before the user runs it.
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NewX Post · Data & analysis
Which outreach signals book demos
JEV is insanely fast. We gave it a massive dataset based on thousands of outreach messages and asked: Which intent signals generated the most booked demos? 40 seconds later, we had the answer. Cost: less than $0.20. JEV can also rank leads…
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NewX Post · Data & analysis
Cascade Search typed query filters
A search bar that knows when it doesn't know. cascade-search is a 27K-parameter model that parses queries like "open bugs from sam since last week" into typed filters, in your browser, in 0.25 ms. When it isn't sure about a word, it asks J…
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NewX Post · Agent tooling
Contextual clipboard quick actions
Jev also constantly monitors my macOS clipboard. Is the content of the clipboard a terminal command? The app offers a quick action to run it in my terminal.
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NewX Post · Workflows
Semantic Downloads Organizer
A macOS demo organizes downloads according to natural-language rules.
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NewX Post · Experiments
Instant team scheduling with Cal.com
Jev + API = find best overlap among team members in an instant the longest waiting time is our API call round trips 🤯 will come up with ideas how we can bake Jev into our products
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NewX Post · Experiments
Does Jev understand color?
does Jev understand colour? incredible model, very cheap and fast. definitely feels like a leap forward for creating new UX/UI paradigms on top of modern language models.
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NewX Post · Data & analysis
Worth Replying finds relevant X discussions
We built "Worth Replying" with Jev + AIsa. Drop in a company’s domain and it finds people on X already talking about the problems your product solves. We tested it on > 150 tweets found > 750 Jev decisions in 18.8s > 79 worth replying to >…
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NewX Post · Data & analysis
700 leads scored in 40 seconds
JEV is INSANE. We gave it 700 high-intent leads and personalised outreach messages. In 40 seconds, it predicted how each message would perform, assigned a confidence score and detected lead-message mismatches. All for just $0.09. JEV can a…
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NewX Post · Workflows
A filter for reply-guy comments
Pro tip: You can use Jev to remove annoying reply guy comments that X seems to always miss. Takes 5 minutes in Astra with the docs and an API key.
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X Post · Experiments · Data & analysis
Search and tagging on keep.md
Cloudflare Workers has Jev now so I'm putting it to the test on - 7x faster search rerank compared to the current hybrid - 50x faster tagging of content vs GLM 4.7 Flash with no failures
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NewProject · Games · Experiments
Jev plays Clash Royale
Made Jev play Clash Royale and actually won a match.
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NewX Post · Workflows
Parallel adversarial browser testing
thanks to @typesafeai's Jev we now have massively parallel browser-based adversarial testing suite that tries to break each release. and it costs pennies.
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NewX Post · Workflows · Data & analysis
Paper Breakdown research recommendations
Organically integrated JEV in a real project The Paper Breakdown Recommendation Engine We already had a working system that combines content-based and collaborative filtering. Pro users may now get additional curation with Jev. 0.0019$/use…
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NewX Post · Experiments
Jevton
A town simulation with residents, businesses, public decisions and disasters.
Cadence not verified
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Project · Agent tooling
jev-rules
Jev picks which of your rules apply to each prompt, so Claude only sees the ones that matter.
Runs on demand
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Project · Agent tooling
JevRouter
A lightweight Jev-powered router for models, tools, and subagents.
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NewX Post · Experiments
Jev Calc
i made a smart calculator notebook using jev it can calculate ANYTHING!! 😅
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NewX Post · Data & analysis · Experiments
Scoring every shot in a video ad
Jev is insane for ad research. I built a tool that scores every shot of any video ad on meta in 1.5 seconds. It runs on Maxfusion + @typesafeai I pushed 450+ ads through it in less than 3 minutes. It pulls any advertisers live video ads fr…
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NewX Post · Browser & computer use · Experiments
Jev Use Calendar Demo
A creator compares a Jev-assisted calendar workflow with Codex computer use; the claimed speedup has not been independently measured.
Cadence not verified
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Project · Agent tooling
Jev CLI
A command-line toolkit exposes Jev verification, classification, extraction, ranking, routing, compaction, and custom typed decisions for scripts, CI, and agent workflows.
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Project · Agent tooling
jev-shell-history
Fish-style zsh history autosuggestions ranked by Jev (TypeSafe).
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NewX Post · Workflows
Orus trade-strategy review
As promised, Jev is now integrated into Orus agents. What is Jev, and how can it help our agents? Jev is a model from TypeSafe AI, built to answer precise questions with structured answers. In Orus, it reviews the trades your strategy prop…
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NewX Post · Agent tooling · Experiments
Predicting the next shell command
Jev picking the next command from shell history
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NewX Post · Experiments
Instant calorie tracking
i made a calorie tracking app with jev. it's INSTANT 🤯
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Project · SDKs & integrations
hono-jev-router
Route HTTP requests by meaning. A semantic router for Hono powered by Jev.
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NewX Post · Experiments
A robot arm picks up a ball
I gave Jev a robot arm. Two USB cameras, an SO-101, and @typesafeai's Jev choosing the next move at ~2 decisions a second. After a slip and some debugging, it went back for the ball and got it into the bowl.
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NewProject · Agent tooling
Jevcal confidence-threshold calibration
Everyone picks Jev confidence thresholds by vibes. 0.95? 0.5? I built jevcal. Give it your data and say "I need 99% accuracy". You get the exact threshold, how much Jev can handle, and how much still needs an LLM. Open source, one command.…
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NewX Post · Browser & computer use
Voice-controlled Figma
Controlling Figma with voice using Jev from @typesafeai Total cost from first line of code to recording this video: $0.01 🤯
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NewX Post · Games · Experiments
Pokémon FireRed Elite Four run
Jev by @typesafeai is amazing! i let it play pokemon firered, and it was able to beat elite 4 with a party of level 40 pokemons. all under 0.03$
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Project · Browser & computer use
jev-browser-use
5–10x faster browser operations: Jev clicks, Codex thinks and verifies. Built at EZCollegeApp.
Cadence not verified
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NewX Post · Creative
Painting the Golden Gate Bridge
i wanted to paint with Jev 🎨 watch this beautiful painting of the Golden Gate Bridge, powered by Codex(Astra) + Jev + @Stagehanddev + @browserbase (video at 1x speed)
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NewX Post · Agent tooling
Skill Router for Claude Code
Just hacked a fun little project - Skill Router (Open source) using Claude and Jev @typesafeai Why? I have ~ 90 Claude Code skills installed and use maybe five. The rest are fine, I just forgot they existed, and Claude won't reach for a sk…
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NewX Post · Experiments
MakerMods robot arm in MuJoCo
Got @typesafeai Jev driving our @makermodsai Metal arm in MuJoCo. Images are of the sim camera is not passed in, sim hands Jev the state of the environment in JSON and it picks the next bounded action (hover, descend, grasp, lift, place) a…
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NewX Post · Agent tooling
Nanocode with selective memory compaction
i added Jev compaction to a small agent with searchable memory. this is a fork of nanocode with some extra tools to grep a file + use Jev compaction to remove unnecessary memories.
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NewX Post · Experiments
A Bluesky feed with emotion detection
Jev demo: A live Bluesky feed with real-time emotion detection and avatars matched to each user’s profile. #jev
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NewX Post · Games · Experiments
Chrome Dino with live decision scores
@typesafeai jev playing chrome dino! the model is incredibly fast! - avg response time: ~280ms - spent 116M tokens - cost? just $4.65. - the input here is a snapshot of the chrome runner - jev decides whether to jump, run or duck with a co…
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NewX Post · Browser & computer use
Voice-controlled computer use on a Mac
I built a voice controlled computer-use for my mac using @typesafeai's Jev and it's INSANE how fast it is! I can dictate "open the notes app and create..." and the app opens before I even finish my sentence.
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NewProject · Browser & computer use
Touchpress mobile end-to-end testing
my mobile e2e testing library powered by @agent_device and AI sdk now supports Jev from @typesafeai Same test, same loop: Jev: 29s, $0.003 Haiku 4.5: 37s, $0.07
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NewX Post · Experiments
Quality checks for physical-AI action labels
Jev is insane. We are building egocentric training data for physical AI. Jev QA'd 58,643 action labels in under 3 minutes. 90 cents. A friction cost of the Claude & GPT models.
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NewX Post · Experiments
Intent-aware search in Replicas
small experiment where I used jev to power the global search in replicas. the possibilities of improving UX with models like jev are endless. we can now have things like: - search that understands what users mean - actions that change base…
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NewX Post · Browser & computer use
Bannerbear instant field mapping
First Jev use case published live on Bannerbear! Instant field mapping between template and source, when names are slightly different eg template - photo - name - company_name data source (eg Airtable) - avatar - full_name - business Jev f…
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Project · Agent tooling
jev-pruner
Claude Code plugin: trim long Bash output with TypeSafe Jev before the model sees it.
Runs on demand
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Project · SDKs & integrations · Agent tooling
Jevbridge
ACP and MCP adapter that bridges TypeSafe Jev with any LLM — computer use and typed decisions alongside Codex, Claude, Grok, and OpenCode.
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NewX Post · Browser & computer use
A second-hand shopping agent
Claude me integró Jev con Playwright para buscar usados. Lee unos 26 artículos por minuto y decide qué hacer con cada uno en 406 milisegundos Descartó los que no encajaban con lo que busco, ofertó por los que sí y hasta les mandó un mensaj…
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NewX Post · Experiments
Keystroke oracle
Also have been playing with @typesafeai Jev, insane! So many immediate use cases and new apps are possible. What a time to be a builder! Sharing some experiments here starting with: Keystroke oracle / predictive launcher: Your launcher ran…
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NewX Post · Experiments
Live Comment Sorter
A Japanese-language demo sorts live comments into useful groups.
Cadence not verified
Added
Project · Agent tooling
Jev Sift
Classify first. Read selectively. A portable agent plugin and MCP tool for batch text classification.
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NewX Post · Games · Experiments
Jev Smash Self-play
A creator-posted gameplay demo presents Jev controlling four Smash characters; the underlying harness is not independently verified.
Cadence not verified
Added
Project · Agent tooling
yoshi
Context-pruning proxy for Claude Code and Codex: Jev judges which history is still needed, measured not claimed. POC here now, heading soon into
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Project · Workflows
YouTube sponsor skipper
Detect youtube sponsor segment with live audio and transcript powered by Jev
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NewX Post · Creative
Gesture-controlled Jev Canvas
A camera-driven canvas demo uses hand gestures as input and shows Jev choosing the next drawing action.
Cadence not verified
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X Post · Games
Jev + Astra Minecraft Agent
A Minecraft agent pairs Jev reactions with GPT-6 Astra planning.
Cadence not verified
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NewX Post · Data & analysis
Post scoring with SuperX
Jev + SuperX = virality solved ✅ Every post gets 61 questions in ~1s for $0.0004 🤯 > fitted on 9,481 real posts from 207 creators > picks the viral post 2 in 3 times > never rewards reply bait So: write, score, rewrite, stop when…
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NewX Post · Creative
A visual reference finder
I built a visual reference finder with Jev One single prompt → 100 images from Cosmos, NASA, and The Met my new rabbit hole for creative work 🌻
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NewX Post · Experiments
Speech-driven Slide Selection
A presentation demo changes slides as its presenter speaks.
Cadence not verified
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Project · Creative
Sniff Test
A prose linter that combines local countable rules with Jev-powered judgment rules for writing checks.
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NewX Post · Browser & computer use
One-click invoice finder
Jev is fun! One-click invoice finder for any website 🧾 - Automatically finds billing pages using @typesafeai's Jev - List/download all invoices with 1 click - Works with Stripe billing portals too - Remembers where invoices live for next t…
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NewX Post · Agent tooling
Jev Intent-aware Permissions
An OpenCode plugin demonstration uses Jev to assess the intent of commands against an allowed-domain policy.
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NewX Post · Workflows
Real-time Clippy
I built real-time Clippy with Jev. It quietly watches how you use the product and only wakes up when it thinks you’re struggling. Hesitating? Confused? Stuck? Clippy knows. Even its reactions are controlled by Jev. 👀
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NewProject · Agent tooling
Fast Jev Compaction
A Claude Code plugin experiments with pruning context instead of summarizing it.
Runs on demand
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X Post · Data & analysis
Company invoices, classified for the books
Caso de uso de @typesafeai: Revisar todas las facturas de la empresa y clasificarlas contablemente en segundos 🫠
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Project · Agent tooling · SDKs & integrations
jevwire
A decision layer for agent ranking, verification and action assessment.
Runs in realtime
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Project · SDKs & integrations · Data & analysis
pg-jev
Filter, rank and classify PostgreSQL rows using natural-language conditions.
Runs in realtime
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Project · Agent tooling
Compact Adviser
"Work appears completed or recorded. Run /compact to save tokens."
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NewX Post · Games
Jev Plays Minecraft
A continuous livestream lets Jev attempt to defeat Minecraft's Ender Dragon one decision at a time.
Cadence not verified
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NewX Post · Data & analysis · Experiments
3,282 posts, eight questions each
I gave Jev 3,282 of my X posts across 100M views and asked it to find what actually works for growth. 4,252,330 tokens $0.1282 for the full 8m 34s run! Each post got 8 questions about the topic, hook, tone, whether it teaches something, et…
Runs on demand
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Project · Browser & computer use
jev-browser
Browser use using Typesafe's Jev model.
Runs every few seconds
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NewX Post · Agent tooling
Coding Garden’s Tool Assistant
A demo assistant connects search, reference, weather and personal tools.
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Project · Workflows
Jev-Trades
Trading bot with the all new TypeSafe AI's first system one model named as Jev.
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NewX Post · Experiments · Creative
Learning a Piano Sequence through Feedback
An experiment reconstructs a piano sequence by repeatedly choosing keys.
Cadence not verified
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NewX Post · Data & analysis
StealAds Jev Analysis
A creator demonstration applies Jev to a collection of live ads for structured marketing analysis.
Cadence not verified
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NewX Post · Experiments
Jev and ChatGPT Task Race
i made a @typesafeai jev+chatgpt instance race against a purely chatgpt instance on two super simple tasks to see the difference, 2-3x faster! :o on first-time tasks chatgpt will write a question set for jev on the fly, and then subsequent…
Runs on demand
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Project · Data & analysis
Jev Search
A web-search application uses Jev to choose sources, time ranges and search terms, then rank returned links and snippets.
Runs on demand
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X Post · Browser & computer use
Jev Agentic Browser Extension
A Chrome extension lets agents browse and act in the current page with Jev decisions.
Cadence not verified
Added
Project · Workflows
typesafe-adblock
🧹 Fun project: a Chrome extension that asks a tiny AI decision model (TypeSafe Jev) "is this DOM element an ad?" and pops it off the page. BYOK, no backend, not a real ad blocker.
Runs on demand
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Project · Agent tooling
skillbox
Self-hosted, versioned skills library for AI agents. MCP, scoped clients, and optional Jev recommendations.
Runs on demand
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Project · Agent tooling
jev-code (rhighs)
Interactive TypeScript coding CLI with typed routing, decision programs, and validated formal trees driven by Jev.
Cadence not verified
Added
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NewX Post · Experiments
Jev plays Subway Surfers
jev is insane 🤯 Here is Jev playing subway surfers at super human speed, and also playing 50 games at once. cost less than a cent to do this run. Jev does not replace llms like astra or fable, but opens up an entirely new world of capabili…
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X Post · Data & analysis
Jev Viral Post Classifier
I spent the last 8 hours building a viral post classifier with Jev. It's now better at spotting viral posts than I am. And it's as good as Fable 5.1, but 100x faster.
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NewX Post · Browser & computer use · Experiments
Jev Pointer Companion
A Mac pointer experiment uses local OmniParser/CoreML detection and sends text labels to Jev to choose the next click.
Cadence not verified
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NewX Post · Data & analysis
Jev Detector
Announcing Jev Detector The world's fastest AI slop detector, built on jev from @typesafeai ~10,000 words scanned for slop in ~2 seconds Best part, its free, no sign up required, enjoy!
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NewX Post · Games · Experiments
Jev beats Brock in Pokémon FireRed
Jev just beat Brock in Pokémon FireRed in less than 5 minutes. That’s 5 minutes of actual real-world time. You can see the in-game time in the video. This is a completely different way of having an LLM play a game. Jev doesn’t see pixels o…
Cadence not verified
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NewX Post · Browser & computer use
Jev and Stagehand Browser Use
A remote-browser loop combines Jev action decisions with Stagehand execution.
Cadence not verified
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NewX Post · Games
Jev Minecraft Agent
A gameplay prototype uses Jev to automate Minecraft for extended sessions at low token cost.
Cadence not verified
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NewX Post · Data & analysis
Jev Telegram Classifier
A local web app classifies exported Telegram posts and conversations by intent, quality, sentiment, topic, and tone.
Cadence not verified
Added
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NewProject · Agent tooling
Jev Model Router CLI
A CLI recommends an agent or model from a task and the user's available AI subscriptions.
Runs on demand
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NewX Post · Experiments
Jev and Kimi Email Classification
A demonstration classifies a 100-email test set with Jev, then asks a larger model to handle uncertain results.
Cadence not verified
Added
Project · Experiments
JevPilot
A driving simulator with inspectable AI autopilot.
Runs in realtime
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Project · Creative
Pixel Art from Jev
A classifier produces small pixel-art images through repeated color choices.
Cadence not verified
Added
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NewX Post · Experiments
Jev Voice Turn Detection
A voice prototype uses Jev to decide whether a speaker has finished and how long to keep listening.
Runs on demand
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NewX Post · Agent tooling
An agent with a Jev model router
Building an agent with model router powered by Jev.
Runs on demand
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Project · Browser & computer use
fastbrowse
A fast browser agent: Jev picks each action from what is on the page, an LLM reads and plans, and every claim in an answer cites a quote from the page.
Runs on demand
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Project · SDKs & integrations
pg_typesafe
A PostgreSQL extension exposes Jev categorical classification inside SQL.
Cadence not verified
Added
Project · Experiments
Jev as a Judge
An evaluation harness comparing Jev with LLM judges on the same recorded agent runs.
Runs on demand
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NewX Post · Agent tooling
Jev PR Probability Review
A PR-review demonstration turns Jev probabilities into review routes, with uncertain critical checks handed to a human or larger model.
Runs on demand
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NewProject · Browser & computer use
Jev Voice Browser
A voice-browser demo combines speech input and Jev-selected actions in a rapid interaction loop.
Runs on demand
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NewX Post · Games · Experiments
Jev plays Slay the Spire 2
昨天出的 Jev 模型 适合高频决策，那岂不又是适合打游戏？ 之前用 GPT-6 Astra 代打杀戮尖塔2 能力强但速度慢。 我刚实测用 Jev 打，行动思考只需 0.7秒， 画面我都没看清它就操作完了。 这超人类游戏速度， 着实又让我震惊瘫坐了😅 语言很难描述这感觉，看视频⬇️
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NewX Post · Experiments
Jev Memory Retrieval Experiment
A creator tests Jev in a memory workflow and reports lower token use and faster retrieval; the measurements remain creator-reported.
Runs on demand
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X Post · Agent tooling
Skillbox Jev Routing
Skillbox uses Jev to return relevant agent skills directly from a query.
Runs on demand
Added
Project · Browser & computer use
Unclutter
A browser extension removes ads, cookie banners and other page clutter with reusable Jev rules.
Runs on demand
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Project · Agent tooling · Workflows
Foreman
An experimental supervisor uses Jev to assess and steer a coding agent.
Cadence not verified
Added
Project · Data & analysis
JevMeter
A video tool scores each spoken sentence and renders an annotated 16:9 edit.
Cadence not verified
Added
Project · Data & analysis
Kill My Idea
A web app asks Jev a set of parallel questions to decide whether a startup idea should be killed, fixed, or shipped.
Runs on demand
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Project · SDKs & integrations
Jev for Home Assistant
Turn questions about household state into sensors and automation inputs.
Runs occasionally
Added
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NewProject · Browser & computer use
Mobile Jev
An Android agent navigates apps with a live studio and execution trace.
Cadence not verified
Added
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NewX Post · Experiments
Jev $10K Trading Experiment
A creator-posted trading experiment shows Jev making decisions against a $10,000 account while a dashboard tracks the market, account and model output.
Cadence not verified
Added
Project · Games · Experiments
Jev Plays Snake
An AI-controlled Snake game with decision telemetry.
Runs every few seconds
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NewX Post · Workflows
Natural-language X Feed Filter
A browser extension hides posts that match a user’s natural-language rules.
Runs on demand
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NewX Post · Agent tooling
A chief of staff for bots
got @typesafeai's new model Jev as a chief of staff for bots Jev reads the task, wakes the right teammates off the bench and gives each one the right model It is possible on OpenMausBot as it supports all the LLMs from your existing subscr…
Runs on demand
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Project · Creative · Experiments
Jev Music Playground
A music playground that turns a chosen style into sheet music, playback and MIDI.
Cadence not verified
Added
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NewX Post · Experiments
Jev as a QA tester
You can hire Jev from @typesafeai as your QA tester
Runs on demand
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Project · Experiments
JevGPT
An experiment that makes a non-generative decision model assemble a chat reply one word at a time.
Cadence not verified
Added
Project · Data & analysis
Commit Miner
A command-line tool classifies Git commits by change type, bug fixes and security relevance.
Cadence not verified
Added
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NewX Post · Experiments
Jev Rubik’s Cube Solver
A cube-solving experiment lets Jev choose cases while deterministic code checks each move.
Cadence not verified
Added
X Post · Agent tooling
Hard-coded rules moved to Jev
Now using @typesafeai Jev in etc AI ends up vibe coding so much AI regex slop if you don't read the code, so I can finally move all this hard-coding to Jev and it's insanely fast! Also for regular LLM calls, it is around 10x faster, 50% ch…
Runs on demand
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NewProject · Games
HEIST//ONE
A stealth game where guards make inspectable judgments.
Runs every few seconds
Added
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NewX Post · Workflows
Scarlett Trading Analysis
An experimental market-analysis demo combines price forecasts with Jev decisions.
Cadence not verified
Added
Project · Agent tooling
SkillRanker
A Rust CLI ranks installed agent skills against live session context with Jev, then applies abstention and local feedback around the typed result.
Runs on demand
Added
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NewX Post · Experiments
Jev Synthetic Persona Survey
A prototype uses Jev to simulate responses from fictional product personas. These are model outputs, not customer research.
Cadence not verified
Added
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NewX Post · Data & analysis
The X algorithm, rebuilt with Jev
rebuilt the X algorithm with Jev - uses real weights - simulates virality of your post - has a global feed (you see everyone) it's insanely accurate
Runs on demand
Added
Project · Workflows
Jev Moderation Bot
A Discord bot uses Jev to filter spam and scam links and escalate repeat offenses.
Runs on demand
Added
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NewX Post · Experiments
Five hundred agents in a 3D environment
Jev is actually insane. We benchmarked it, and the results completely change the game for us: > 500 real-time agents > running in parallel > in a 3D environment The preliminary results are crazy: > 500ms average latency > 35 API calls/s >…
Runs in realtime
Added
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NewProject · Agent tooling
Jev Review
An MCP tool supplies repeated software-quality measurements to coding agents.
Runs on demand
Added
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NewX Post · Agent tooling
Jev Model Router
A router uses Jev to choose the model that best fits each incoming request.
Runs on demand
Added
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NewX Post · Workflows
Live clinical-transcript classification prototype
During a live clinical consultation (with an ambient scribe), the transcript is periodically supplied to Jev, which traverses a medical ontology to classify symptoms, update the differential diagnosis, suggest treatments and identify red f…
Runs in realtime
Added
Project · Experiments · Agent tooling
Jev Evaluation Agent
A personal-assistant agent uses Jev to select one tool from a 100-tool catalog before each model step.
Cadence not verified
Added
Project · Experiments
RISC-jeV
A simulated RISC-V CPU uses Boolean lookup tables supplied by Jev.
Runs on demand
Added
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NewX Post · Experiments · Games
Jev plays Tetris
Puse a Jev, la nueva IA de @typesafeai, a jugar al Tetris en modo súper difícil. Decidió cada jugada en unos 0,3 segundos. Acomodó 357 piezas e hizo 134 líneas en solo 2 minutos. Increíble.
Runs on demand
Added
X Post · Workflows
Jev inside a security pipeline
these are results of using jev on one of our security pipelines. we already have to use smaller (and dumber) models to make it economic and this model does it over 5x cheaper, faster and while maintaining much higher accuracy. i don't norm…
Runs on demand
Added
Project · Experiments
Instinct UI Selector
Natural-language requests select and configure real UI components.
Runs on demand
Added
X Post · Agent tooling
Criteria-based model routing in Eve
Ultra-fast, criteria-based model routing using Jev from @typesafeai.
Runs on demand
Added
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NewX Post · Data & analysis
Jev Live Post Analysis
An experimental writing interface uses Jev to analyze posts while they are being drafted; predictive quality is unverified.
Runs on demand
Added
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NewProject · Browser & computer use
Jev Ultrafast
A browser agent selects actions from the current DOM and demonstrates flight search.
Runs in realtime
Added
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NewX Post · Browser & computer use
Headless Chromium agent
Acabo de terminar la implementación de @typesafeai + Chromium Headless para que mis agentes puedan navegar por internet a una buena velocidad! En este ejemplo le pido al agente que entre a la página del término "Café" en Wikipedia y navegu…
Runs on demand
Added
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NewX Post · Experiments
Jev Word-choice Experiment
An experiment builds text-like output by asking Jev to choose from a few hundred words and punctuation marks.
Cadence not verified
Added
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NewX Post · Experiments
500 emails for 3.5 cents
Yeah Jev by @typesafeai is very cool. It classified 500 emails in seconds. And it costed 3.5 cents.
Runs on demand
Added
Games1v1 Jev
New
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NewX Post · Experiments
Blitz chess against frontier models
Jev VS Fable 5.1 VS GPT-6 Astra: chess typesafe's new Jev V13 isn't an LLM. it doesn't chat, doesn't explain, doesn't write code — it only makes decisions. so we made it play blitz against frontier LLMs. the test: 5+0 blitz. every move is…
Runs on demand
Added
X Post · SDKs & integrations
Jev DuckDB Classifier
A DuckDB extension classifies rows in CSV, Parquet, and DuckDB tables with Jev.
Cadence not verified
Added
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NewProject · Workflows · Experiments
Jev Trader
A trading experiment connects rapid decisions to an on-chain order book.
Runs in realtime
Added
Project · Experiments
TypeSafe Plays Minecraft
A Minecraft bot gathers materials and builds a supplied Canadian flag blueprint.
Runs in realtime
Added
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NewX Post · Experiments
A driving simulator controlled by Jev
I rebuilt Tesla Full Self Driving with Jev in less than an hour. This model is a total unlock.
Runs on demand
Added
Project · Agent tooling
Jev Review Workflow
A staged code-review workflow follows Jev signals through focused checks and a local dashboard.
Cadence not verified
Added
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NewX Post · Experiments · Games
Jev ViZDoom Agent
A ViZDoom test uses separate Jev decision channels for navigation and combat.
Runs in realtime
Added
Project · Experiments
Jev Drone
A simulated drone navigates obstacles and reacquires a target.
Runs in realtime
Added
Project · Agent tooling
Jev Router
A local router chooses a model tier for each Claude Code or Codex turn.
Runs on demand
Added
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NewX Post · Games · Experiments
Jev Plays Tetris
An early-access gameplay demo shows Jev playing Tetris.
Cadence not verified
Added
X Post · Browser & computer use
Fast Browser Use with Jev
A browser-use preview pairs Jev decisions with OpenCode's browser-use CLI for fast interaction loops.
Cadence not verified
Added
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NewX Post · Experiments
Jev Playground
An interactive browser demo lets people try Jev decisions directly.
Runs on demand
Added
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NewX Post · Browser & computer use · Experiments
Jev + OpenCode App Testing
A small app-testing demo uses Jev with OpenCode for a fast browser interaction loop.
Cadence not verified
Added
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NewX Post · Experiments · Creative
Jev Sunflower
I was wondering if @typesafeai Jev could generate images so here's what a sunflower looks like according to Jev :
Cadence not verified
Added
Project · Browser & computer use
TypeSafe Computer Use
A macOS computer-use loop uses OCR and Jev to choose bounded actions.
Cadence not verified
Added
Project · Data & analysis
Blink
A codebase-search tool uses ensembles of Jev-guided filesystem walkers.
Cadence not verified
Added
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NewX Post · Experiments
Writing one character at a time
i made an llm from first principles with Jev 29 yes/no questions per character: should the next key be a–z, space, comma, or period? highest probability gets append to it, then fed the updated text back in & repeat an autoregressive lo…
Runs on demand
Added
Project · Agent tooling
Pi Jev
A Pi extension gates tool calls, judges command output and exposes typed Jev questions.
Runs on demand
Added
Video unavailable. Open the source below.
NewProject · Games · Experiments
TypeSafe Mario
Jev chooses controller inputs for Super Mario Bros.
Runs in realtime
Added
Project · Agent tooling
Pi Warden
A Pi extension watches tool calls and agent progress for safety and completion problems.
Runs on demand
Added
Video unavailable. Open the source below.
NewX Post · Data & analysis
Jev Codebase Classifier
A prototype uses Jev as a codebase classifier; the creator frames it as an experiment in reducing overengineering.
Cadence not verified
Added
Project · Agent tooling
Winnow
A Claude Code hook that filters large tool results before they enter the agent's context.
Runs on demand
Added
Project · SDKs & integrations
pi-typesafe
Pi extension with a Jev evaluation tool, terminal playground, and typed API for other extensions.
Runs on demand
Added
X Post · Experiments
Generating text with Jev
“Jev can’t generate text” Ofc it can @CompleteSkeptic
Runs on demand
Added
Project · Experiments
neo4jev
Explore graph paths with a visual Neo4j navigation demo.
Cadence not verified
Added
Project · Agent tooling
Loki Jev Companion
The Loki agent offers Jev as an optional typed-decision companion and session model router.
Runs on demand
Added
Project · Agent tooling
Supercov
Code quality and test coverage for coding agents: Jev scores each source file so the agent knows what to fix first.
Runs on demand
Added
Project · Agent tooling
Memorax Code
An agent memory plugin that can ask Jev whether a new request needs a memory search.
Runs on demand
Added
Project · Agent tooling
duet-agent Jev Routing
duet-agent uses a Jev-backed routing table to select models for agent work.
Cadence not verified
Added
Project · Agent tooling
Hippo Memory
A local memory system for AI agents with an optional Jev reranker for recalled notes.
Runs on demand
Added
Project · Agent tooling
Decapod
A repository governance kernel can attach optional Jev trajectory observations to its assurance loop while retaining deterministic policy, interlocks and proof rules.
Runs on demand
Added
Project · Browser & computer use
Pi Interactive Shell
An interactive terminal extension that can use Jev to select useful output from captured command logs.
Runs on demand
Added
Project · Agent tooling
OpenWork Jev Verification
OpenWork uses Jev as a typed verification judge for agent-produced work in its evaluation testkit.
Runs on demand
Added
Project · Agent tooling
Smithers Jev Workflows
Smithers uses Jev checks and scores across repository and workflow automation.
Runs every few seconds
Added
Project · Workflows
QuantDinger
An open-source quantitative research platform that documents Jev-powered pre-trade decisions alongside market data, backtesting and execution tools.
Cadence not verified
Added
Project · Browser & computer use
Surf CLI
A Chrome control CLI with an optional Jev-driven semantic action loop.
Cadence not verified
Added
Project · Agent tooling
Vercel AI CLI
A terminal tool exposes typed Boolean, Choice and Score evaluations with Jev as the default evaluation model.
Runs on demand
Added
Project · SDKs & integrations
NeuroLink Jev Decisions
NeuroLink exposes typed Jev decisions for routing, compaction, tool use, and retrieval planning.
Runs on demand
Added
Project · Agent tooling
OpenAgents Coder
A terminal coding agent uses Jev for typed turn, risk and progress judgments before its generative planning and tool loop.
Cadence not verified
Added
Project · Agent tooling
Formanator Jev Claims
Formanator can use Jev to select benefit and reimbursement categories for claims.
Runs on demand
Added
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