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nicedreamzapp/README.md

Matt Macosko. Something was eating my chickens. That is the whole origin story. Local AI on Apple Silicon. Humboldt County, CA. Open to work.

GitHub followers Mentioned in Awesome Claude Code Stars App downloads New this week

A local vision model tagging every chicken in the yard, running offline on an Apple Silicon Mac

5 of 5 apps approved on both stores. 23/23 parity tests vs NVIDIA's reference. 601 objects named, fully offline. 13 always-on agents across 3 machines.

Lately. Live numbers, refreshed every Monday · Oct 26, 2026 3.5k+ GitHub stars across my 39 public repos. 35k+ Hugging Face downloads of my 17 open models. 2.3k+ downloads of my 5 apps, App Store and Google Play.

🤗 Hugging Face · 17 open models, 7.7k+ downloads in the last 30 days, 18 likes, 13 followers

🧠 claude-code-local · 3.3k+ stars and 630+ forks, featured in Awesome Claude Code

📈 Next most starred · NarrateClaude 48, browser-agent 29, claude-screen-to-phone 13

🐙 GitHub · 670+ forks across my public repos, 120+ followers

Building lately (the week of Oct 26)

🔨 moonstone · Moonstone got a native Mac app that takes Finder drops, photo and file attachments, and an auto updater.

🔨 infinite-kitchen-pod · Published Infinite Kitchen Pod, an open hardware robotic kitchen concept with a site, specs and investor brochure.

🔨 browser-agent · Moved the browser broker into browser-agent and wrote site recipes for filling web forms from hidden tabs.

🔨 claude-code-local · When Claude hits a usage limit, claude-code-local now hands off to a free or local model.

🔨 story-forge · Story Forge got a promo mode that turns a project folder into a product film with one command.

01. The story so far. From a chicken coop to robots that help people 99.0% 2B version, on 400 held-out photos. 98.5% the 0.8B, down to 622 MB.

🐔 Something was eating my chickens. That is the whole origin story.

🌙 Protecting them needed a camera that could see at night.

🤖 That needed a vision model small enough to live on a robot.

💻 That needed AI running on my own hardware instead of somebody else's cloud.

📷 That became RealTime AI Cam: it names 601 objects, fully offline.

🦯 Along the way it turned out to help blind people see, with no internet.

🌱 Next: a robot that grows food. · The bigger idea: robots that give people back what they have lost.

Dozens of repos later I am somehow doing neuroscience, and every one of them still traces back to the coop.

👁️ The model that does the describing · Vision Narrator 0.8B is RealTime AI Cam's describer, and it's my own model, on Hugging Face.

A LoRA fine-tune of Qwen3.5-0.8B · Taught by a 27B teacher.

Trained on VizWiz · Photos taken by blind people (CC BY 4.0). About a dozen versions over one month.

Blind Android Users podcast · I'm a guest, Saturday, Oct 24, 2026.

🔗 RealTime AI Cam · Vision Narrator 0.8B on Hugging Face · A robot that grows food

02. Open to work. Local AI and Apple Silicon inference matt@ineedhemp.com. Looking for a role building on-device / local AI. Case studies. Case studies of nine of these projects, with the bugs and the measured numbers. Upstream in Apple's MLX. Muse Glimmer (Meta) text model support merged into ml-explore/mlx-lm (+302 lines). Thanks to @zcbenz for the review and merge.

🧠 claude-code-local · Claude Code running 100% on-device on Apple Silicon, with its own MLX server and tool-call parser. Featured in Awesome Claude Code, and fixes merged from contributors on hardware I don't own.

👁️ nemotron-omni-mlx · First open Apple Silicon runtime for NVIDIA Nemotron Omni's vision and audio towers, 23/23 parity tests against NVIDIA's PyTorch reference.

🏁 Agent-12 · A filesystem-judged local agent leaderboard, independently reproduced by @galashko.

🏪 HQ: the AI system that runs my shop · Orders from checkout to the door, four-second shipping labels, support drafts I approve, and agents on four machines sharing one memory.

📬 matt@ineedhemp.com · 📚 Case studies · 🧠 claude-code-local: 3,300+ stars, 638 forks · Awesome Claude Code · MLX pull request · @zcbenz · nemotron-omni-mlx · Agent-12 · @galashko · HQ

📱 Shipped apps: 5 apps on the App Store and Google Play, 2,344 downloads so far (1,556 App Store, 788 Google Play), 54 new on iPhone in the last week.

03. Apps. iPhone and Android, private by default RealTime AI Cam. Point your camera, it names 601 objects. Fully offline. RealTime Space. Fly a real-physics starship through the solar system and 8,920 real stars. Open source. Android source ships in each repo's android/ folder.

📱 Every app, both stores. Private by default, pay once (or nothing), no subscriptions.

🎵 Song Forge · Describe a song, get a finished original. Any genre, 19 languages, rendered on my Macs at home, never stored. 10 free songs, no account, no email.

🌳 Brainforest · 2,000+ K-4 lessons, reads everything aloud, fully offline, one-time $1.99. No ads, no tracking. Built for my daughter.

🐝 Hive Strike · One bee against sixteen worlds, sixteen bosses and seventy-five kinds of bug. Every sprite, background, animated scene and music bed generated locally on one Mac, no cloud, no stock art.

✅ Review record: every app approved on both stores. · Five of five on the App Store and five of five on Google Play.

🍎 App Store: Song Forge · RealTime AI Cam · RealTime Space · Brainforest · Hive Strike
🤖 Google Play: Song Forge · RealTime AI Cam · RealTime Space · Brainforest · Hive Strike

04. App stats. Updated automatically every day

Updated automatically Oct 28, 2026 from Apple's sales reports and Google Play's install reports. Downloads are first-time App Store downloads (no updates or re-downloads) plus Google Play installs; Google runs about two weeks behind.

App Live since Downloads App Store Google Play New on iPhone, last 7 days App Store rating
RealTime AI Cam Aug 2025 1,721 1,178 543 13 ★ 5.0 (2)
Song Forge Jul 2026 300 120 180 9 –
RealTime Space Jul 2026 244 191 53 28 –
Brainforest Jul 2026 72 65 7 4 ★ 5.0 (1)
Hive Strike Sep 2026 7 2 5 0 –
Total 2,344 1,556 788 54

New iPhone downloads per week, last 8 weeks: 40 → 85 → 115 → 72 → 148 → 85 → 43 → 54 (+11 vs the week before).

05. Just shipped. The newest builds

🖥️ Trinidad Head · My own terminal, built from scratch for Windows and Mac. Glass windows with a neon glow A different color for every open window Your own questions easy to spot when you scroll back through an AI chat

👁️ nemotron-omni-mlx · NVIDIA's Nemotron Omni sees, hears, and reasons. Its vision and audio towers had no open runtime for Apple Silicon. So I wrote one.

⚡ The numbers · 23/23 parity tests against NVIDIA's PyTorch reference 67.7 tok/s with an image, end to end 110.5 tok/s with audio, end to end On an M5 Max, wifi off

🔗 Trinidad Head · project page · nemotron-omni-mlx · Credit to NVIDIA for the open weights and yayr for the 4-bit conversion.

06. What I'm actually building. One system, three machines 13 always-on agents run across those nodes. A GitHub watcher that drafts issue replies with local AI and texts me the draft. A 9am iMessage business briefing. Email triage. A Reddit brand watcher. $0 per call. The trick that powers it all: mini_claude, which lets every agent use my Claude Max plan for zero dollars per call.

🧩 Most of these repos look standalone. They're not. They're one system spread across three machines that talk to each other 24/7.

💡 The idea · Apple Silicon is fast enough now that the everyday AI I want does not need a cloud subscription. Build local-first, stay useful when the internet goes down.

🔒 Airgap-ready · The same stack is airgap-ready, which matters to the law / medical / compliance-sensitive firms I work with through Nice Dreamz LLC.

M5 Max MacBook Pro · 128 GB · Heavy compute: model inference, video, image, training.

M4 Mac mini · 64 GB · Always-on workhorse: autonomous agents, FiaOS web shell, free Claude for the whole mesh.

Hostinger VPS · Public gateway: HQ Dashboard, the Ohm chat agent, sites, cron.

the wiring diagram, if you like that sort of thing
                          ┌─────────────────────────────┐
                          │   iPhone (iMessage bridge)  │
                          │   ask · send · image · vid  │
                          └────────────┬────────────────┘
                                       │
       ┌───────────────────────────────┼───────────────────────────────┐
       │                               │                               │
┌──────▼──────────┐         ┌──────────▼──────────────┐     ┌──────────▼────────┐
│  M5 Max         │         │   Mac mini (always-on)  │     │  VPS (Hostinger)  │
│  workstation    │◀──SSH──▶│   the workhorse         │◀───▶│   gateway         │
└─────────────────┘         └─────────────────────────┘     └───────────────────┘

07. AirGap. A skill, not a product A capability I keep sharp. It started as a packaged offering; these days I treat it as a capability I keep sharp rather than something I sell. Open source on this page. Everything it needs is open source on this page, so any competent IT person can stand one up without me. That's the point.

🔒 AirGap is my name for the full private-AI build. A complete AI workstation on one Mac, wifi off, nothing leaving the building.

📬 Data that cannot touch the cloud? · If your firm handles data that cannot touch the cloud and you want one built and your team trained on it, email info@nicedreamzwholesale.com.

📬 info@nicedreamzwholesale.com · 👉 What it looks like → · Why it matters now →

08. The front five. Sorted by GitHub stars

🧠 Claude Code Local · Run Claude Code 100% on-device on Apple Silicon. Current lineup led by Qwen 3.8 27B and Gemma 4 31B, four modes (code, browser, voice, phone), Anthropic-compatible MLX server, setup.sh picks the right model for your RAM. Your code never leaves your Mac. Featured in Awesome Claude Code.

🤝 Browser Broker · One logged-in browser, many agents, nobody fights. Leases each agent an ordinary background tab in your real browser, with your real logins, and every agent sees only its own. ~300 lines, one dependency. Verified on Linux by a stranger who then found a bug in my own docs.

🗣️ NarrateClaude + Ohm · Talk to your Mac, hear it reply in your own cloned voice. 100% private, works on a plane, and the Ohm web chat brings the same loop to any browser at zero API cost.

📷 RealTimeAICam · The biggest free open-vocabulary detector that fits on an iPhone: 601 classes, OCR, LiDAR depth, all on-device. The seed of the robot's vision stack.

🌐 Browser Agent · Local MLX models driving Chrome via DevTools Protocol. Handles what other agents can't: cross-origin iframes, Shadow DOM, ProseMirror.

📱 Claude → Phone · Control Claude Code from your iPhone via iMessage. Commands by text; screenshots, recordings, and YES / NO / YES_TO_ALL approval buttons come back.

Claude Code Local Stars Forks · Browser Broker Stars · NarrateClaude + Ohm Stars · Browser Agent Stars · RealTimeAICam Stars · Claude → Phone Stars

▶ Browser Agent, 56-second demo · ▶ RealTime AI Cam: watch it see the world, fully offline (90 sec) · 🎙️ RealTime AI Cam on the Blind Android Users podcast, Episode 307 · Awesome Claude Code

09. The daily drivers. Tools I use every day FiaOS. The Mac mini in a browser tab: live desktop, real PTY shell, voice. The bridge that gives the whole mesh free Claude. studio-record. Screen + facecam recorder with a local HTTP API, so Claude can record itself working. claude-failover. One command and your claude -p agents keep running on a local MLX model when the cloud is down.

🎬 story-forge · A whole film studio on one laptop. A director keeps going until every shot passes a local vision judge, then cuts, scores and voices the film. Two finished films, no cloud.

🔗 FiaOS · studio-record · claude-failover · story-forge

10. The long-arc bet. A robot that grows food What it does. It plants, waters, weeds, harvests, carries the food in, and someday maybe cooks it too. No grid, no cloud. It charges from the sun and its whole brain lives inside it, so it keeps working where there's no internet at all. Every repo on this page is a piece of it. Right now I'm scraping the edges, but every piece works with the wifi off, and that's on purpose.

🌱 Here's where all of this is headed. You hand a robot a bag of seeds, show it where the hose is, and a few months later there are vegetables on the table.

🏘️ Now picture a village · Now picture dropping two of them in a village where people are hungry and there's no signal for a hundred miles. They dig the well, plant the rows, and bring in the harvest.

That's the science fiction story I'm building toward, and I think we're closer to it than most people realize.

RealTime AI Cam is the eyes · A vision model that runs fully offline on a phone, and along the way it turned out to help blind people see.

Claude Code Local is the brain · The brain without a cloud.

The Cemani robot is the first body · Started with protecting my chickens from predators. Now a 1 kW autonomous tank robot you text from your phone: 601-class vision on a Jetson, dual PTZ cameras, 3D LIDAR, and it pulls a cart of firewood. Actually.

🧱 The honest goal · A Lego-clip-in modular robotics kit running the same local-AI brain as the desk. VisionBuilder trains its eyes from photos on my phone.

🦿 Also on the bench: Run + Sit Exo · A powered knee exoskeleton design I'm working on. It's a design and prototype, not a finished product.

🔗 Cemani Homestead Robot Stars · ▶ 53-second demo · VisionBuilder · RealTime AI Cam · Claude Code Local

11. The family project. Brainforest 2,000+ K-4 lessons. With a friendly narrator that reads everything aloud. Themes she picks. Unicorns, dinosaurs, space, cats, Bluey. Difficulty that climbs. It climbs as she masters skills and gently drops when she struggles.

🌳 Brainforest Built for my daughter, live on both stores.

🔌 Kid-safe and fully offline · Click-only kid-safe interface. One-time $1.99, no ads, no tracking, no internet needed.

🔓 Source is open · brainforest-app: iOS and Android in one repo.

🔗 Brainforest · brainforest-app

12. Receipts. Does local actually work? 110 s Gemma 4 31B (MLX, bf16). 8/8 right answers (4 one at a time + 4 at once). All four tabs at once in 110 seconds. 176 s Qwen 3.8 27B (MLX, bf16). 8/8 right answers (4 one at a time + 4 at once). All four tabs at once in 176 seconds.

🧾 Four real jobs · Run one at a time and then in four browser tabs at once, each answer checked by script, no AI judge (Sep 16, 2026, M5 Max, browser-agent + browser-broker).

Every model we run is also scored on real agent tasks at the open Agent-12 leaderboard. Tools: browser-agent · browser-broker

13. The stores. What pays the bills 2013 Divine Tribe, American-owned since. +3 more stores. 140+ products.

5,000+ units shipped

⚙️ All automated by the mesh above · Divine Tribe sells vaporizer hardware. It pays the bills; everything else is downstream.

5,000+ units shipped

🛒 Divine Tribe · 🏬 three more stores

🗂️ LAB NOTEBOOK: everything else (click to open: experiments, one-offs, internal builds)

song-forge. The local AI music engine behind the Song Forge app: ACE-Step + Gemma + seed-vc, fully on-device. Parkinson's Vulnerability Predictor. ML on 65,000+ cells, 20-gene signature. Family Planner. Skylight-style family dashboard on old tablets: voice, OCR, AI assistant. SpeakAnywhere. Whisper-powered voice control for the desktop. RealTime Space. The photoreal solar system engine behind the RealTime Space app, iOS and Android in one repo. The Farmstand 3D. WebXR marketplace, live. MattPaint. Pixel-perfect MS Paint clone, zero dependencies. Heat-N-Clean Glass Oven. Custom temperature-controlled cleaning kiln, CAD included. job-search-agent. Daily AI job scoring against your own background, straight from public Ashby, Greenhouse and Lever boards. dan-aquatic-ecology. A friend's HSU thesis site, built end-to-end in one sitting. DisclosureDay. SEO + chatbot site for the UFO film. BitcoinPredictor. Real-time BTC dashboard with ML signals (trading systems retired 2026). INTERNAL. Internal builds (no public repo). HQ Dashboard (central command: orders, email, shipping, agents), Ohm (the LLM chat agent that bridges the mesh), and an AI customer chatbot trained on the full Divine Tribe lineup.

🔗 song-forge · Parkinson's Vulnerability Predictor · Family Planner · SpeakAnywhere · RealTime Space · The Farmstand 3D · MattPaint · Heat-N-Clean Glass Oven · job-search-agent · dan-aquatic-ecology · DisclosureDay · BitcoinPredictor · ▶ Parkinson's 1-min video · The Farmstand, live

🧰 TECH STACK (click: the usual badge wall)

Python Swift JavaScript Apple Silicon MLX CoreML Flask nginx Jetson

Gemma Llama Qwen YOLOv8 SAM 2.1 Whisper Piper TTS WooCommerce EasyPost Cloudflare Tunnel Teensy ESP32 RPLidar

14. Why this exists. Still figuring it out

I run Divine Tribe · Vaporizer hardware, since 2013. HQ, the AI system I built, runs the shop side. Everything else is downstream of paying the bills.

Nice Dreamz LLC · The umbrella on top.

Cannabis Device Safety Institute · I'm also building it in parallel, a standards body for cannabis-consumption hardware.

AirGap AI · What a full private-AI build looks like for the kind of firm that cannot put its data into a cloud chatbot. It's a capability I maintain, not a product I'm pushing. The three-node mesh is the demo: it's been my daily driver for a year and a half.

The long arc is the robot. · Same eyes, different bodies.

🌙 Still figuring it out. No investors. One MacBook, one Mac mini, one VPS, and a lot of late nights.

🔗 Divine Tribe · HQ · AirGap AI · Cannabis Device Safety Institute

ineedhemp.com · GitHub · LinkedIn

Built with code, caffeine, and Claude · Humboldt County, CA · the chickens are fine

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