Macbrow
Voice-controlled macOS agent: Gradium hears you, Jev picks a tool in ~300 ms, then AppleScript or jev-ultrafast drives Chrome.
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Voice-controlled macOS agent: Gradium hears you, Jev picks a tool in ~300 ms, then AppleScript or jev-ultrafast drives Chrome.
Open-source AI email triage for Gmail: Jev sorts 1,000 inbox messages into Needs reply, Updates, Promos, Sales, and Spam in about a minute for 3 cents.
Elvis Sun's newsjack-detector on Jev: 384 morning headlines scanned for $0.19 vs Opus 5's 4 for $0.77 — about 390× cheaper per story.
Speech practice app: talk for 30s on a topic and Jev scores pauses, filler words, repetitions, confidence, and clarity with actionable feedback.
Chrome extension: paste copied text once and Jev maps blocks to form fields, verifies against the source, and fills only confident matches.
Enter your X handle and Jev matches you with makers to meet — 3,675 profiles scored in 40 seconds for $3.74 by bio, interests, product, and location.
Self-hosted bank statement classifier: drop a PDF in the web UI or Telegram bot, Jev categorizes transactions, asks on low-confidence rows, and returns year-to-date Excel.
Jev scores 16 ski clips from frame descriptions and picks intro/outro; Computer Use drives CapCut to cut a 16s Phonk montage in under 5 minutes.
沐阳 scored ~2700 AIHOT stories from the last 7 days with Jev — about 2 minutes and $0.21 — for topic selection and sentiment.
A macOS menu bar computer-use tool: press Control–Space and Jev picks the next click or typed text from accessibility labels — no LLM, sub-second.
Voice-driven Drape experiment: Jev reads the transcript and current outfit, picks from the closet, and changes clothes in ~620ms at $0.0011 per decision.

Two local-first projects for semantic if decisions: kev (Qwen2.5-0.5B LoRA on a MacBook) and SemIf (open-model scoring on a 3090 or in the browser).

Open data, model, and recipe for typed decisions without Jev distillation — LoRA on Qwen3.5-9B with contrastive curation, scoring answer tokens via logits.
Open replica of Jev System One: a 1.9B Qwen3.5 model that returns option probabilities in one forward pass—no decoding, no JSON parse, 4 ms on GH200.
Vercel Labs experiment wiring TypeSafe Jev into json-render so Generative UI specs compose from your catalog in milliseconds — your components, actions, and design system.

Flue agent demo where TypeSafe Jev routes support requests to billing, technical, or human teams via Cloudflare Workers AI — no app API keys required.
Codex skill that lets Jev pick the next UI element from text candidates while Computer Use reads the screen and executes — text only, no screenshots.

Local Qwen3.5-0.8B visual inference that maps answers to fixed labels, prefills once, then scores candidates — a 200ms three-color sorting demo on a 16GB M4 MacBook.
Talk to a real Chromium window; Jev scores intent and targets in ~300 ms per word and Playwright acts—often before you finish the sentence.

Paste a website URL into Shipper; jev-1.13.0 plans a native mobile app and Shipper submits it to the iOS and Android app stores.
A Chrome extension that classifies LinkedIn posts in real time with TypeSafe and hides cringe, clickbait, and low-value content.
A Claude Code plugin that replaces compaction summaries with Jev scores: keep, stub, or drop each tool call, and leave kept text verbatim.

Ego lite runs 20 Amazon product decisions with Jev and DeepSeek Flash in 3.71s — the same 10/10 result as GPT-5.6 Sol at 54.45s.
Virat added Jev to the AI Hedge Fund so trading decisions run in seconds — about 100x faster and cheaper than an LLM.

Experimental browser agent powered by FX, Jev, and Vercel AI Gateway. Bring your own API key to read pages and automate browser tasks.