Author | Lightnews

World Turtle Farm

@worldturtlefarm.bsky.social

5 followers 1 following 660 posts

NFT hedge fund with stable coin and utility coin. The project is guided by experiential information, and will continue to be creatively dynamic until the launch of the NFTs

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World Turtle Farm @worldturtlefarm.bsky.social · 8d

I’m really enjoying both build in public and build in private 😛 making all the AI tools work together is a crazy productivity boost! Also TIL what dogfooding means in software lol

World Turtle Farm @worldturtlefarm.bsky.social · 8h

MONITORING (Optional)
📊 Prometheus (512MB) - Port 9090
📈 Grafana (512MB) - Port 3000

MESH NETWORKING (Optional)
🌐 Mosquitto MQTT (128MB)
🔗 LoRa Mesh Bridge (256MB)

World Turtle Farm @worldturtlefarm.bsky.social · 8h

DOCUMENT PROCESSING
📄 Apache Tika (512MB) - PDF/document parsing - Port 9998
🔤 Tesseract (512MB) - OCR - Port 8000

World Turtle Farm @worldturtlefarm.bsky.social · 8h

AI MODELS (llama.cpp)
🧠 Phi-2 Q4 (1.6GB) - Text analysis - Port 8080
👁️ MobileVLM V2 (1.4GB) - Vision - Port 8080
🎤 Whisper Tiny (75MB) - Speech - Port 9000

World Turtle Farm @worldturtlefarm.bsky.social · 8h

DATABASES
🐘 PostgreSQL 15 (512MB) - Port 5432
🔍 Qdrant Vector DB (512MB) - Port 6333
⚡ Redis Cache (256MB) - Port 6379

World Turtle Farm @worldturtlefarm.bsky.social · 8h

STORAGE (GARAGE) ← NEW!
🚗 Garage S3-compatible
📊 Memory: 150MB (vs MinIO's 512MB - 362MB saved!)
💾 Buckets: atlas-data, atlas-documents, atlas-code, atlas-temp
📍 S3 API: 3902, Admin: 3901
🌐 localhost:3902 (S3), localhost:3901 (Admin)

World Turtle Farm @worldturtlefarm.bsky.social · 8h

BACKEND (RUST) ← NEW!
🦀 Rust + Axum
📊 Memory: 128MB (vs Python's 1GB - 872MB saved!)
⚡ Performance: 10x faster, 50k+ req/s
📍 Port: 8000
🌐 localhost:8000

World Turtle Farm @worldturtlefarm.bsky.social · 8h

#teamTinyStack

🏗️ CURRENT ATLAS STACK

━━━━━━━━━━━━━━━━━━━━━━

FRONTEND
⚛️ React 18 + Webpack 5 + TailwindCSS + shadcn/ui + Lucide icons
📍 Port: 5001
🌐 localhost:5001

1 1

World Turtle Farm @worldturtlefarm.bsky.social · 10h

Take me to where? #coffeeCupHand

on.soundcloud.com/taCBoRWmoiPl...

Chuurch - Purple Ghost ft. Bricc Baby

DEABEATS COMPILATION Vol. 2 Buy/Stream: smarturl.it/Deadbeats_Vol2 @chuurch http://www.Chuurch.com/ www.instagram.com/chuurchmusic www.twitter.com/chuurchmusic www.facebook.com/deadbeats www.instag

soundcloud.com

World Turtle Farm @worldturtlefarm.bsky.social · 10h

Energetic or monetary, either way we’re cutting fellas #theyreHere #kiro

on.soundcloud.com/e3Cc1LWAdATJ...

Cut you off

FREE DOWNLOAD EAZLEY - Cut you off FIND ME ☠️ -Spotify: open.spotify.com/artist/7gUX7F0su…c4R06w4GKnziqWbg -Apple Music: music.apple.com/us/artist/eazley/1436367423 -Instagram: www.instagram.com/ia

soundcloud.com

World Turtle Farm @worldturtlefarm.bsky.social · 12h

I see you #Disney #imagineer #skipTheLine

World Turtle Farm @worldturtlefarm.bsky.social · 13h

Let’s use some charms on these microK8s, I think we have enough juju #tak #playstation2 #howCharming #staphOfDreams

share.google/images/AF0lK...

Google Image Result for https://media.tenor.com/SqQr_z_pAZkAAAAM/multipass.gif

share.google

World Turtle Farm @worldturtlefarm.bsky.social · 22h

Should I have gone with this song? Miley has a broader audience altho peekaboo is my fav

on.soundcloud.com/OQBBdavIm524...

PEEKABOO - Wrecking Ball

very excited to finally bring you guys the first and title track of my EP, Wrecking Ball. Instagram: www.instagram.com/peekaboobeats Twitter: www.twitter.com/peekaboobeats Facebook: www.facebook.com/

soundcloud.com

World Turtle Farm @worldturtlefarm.bsky.social · 23h

🖥️ EDGE SERVERS (MicroK8s)
├─ Cache models
├─ Process documents
├─ Relay to mesh
└─ Regional hubs
↓
📱 PINEPHONE (Multipass VMs)
├─ 🐢 Turtle NFT identity
├─ Local AI processing
├─ Mesh networking
├─ Offline-first
└─ Community-powered

World Turtle Farm @worldturtlefarm.bsky.social · 23h

Original 2020 architecture used OpenYurt and microK8s with multiPass #leelooMultipass #geminiCroquets

☁️ CLOUD (OpenYurt Control Plane)
├─ Manage all devices
├─ Deploy workloads
├─ Turtle NFT registry
└─ Model training
↓

World Turtle Farm @worldturtlefarm.bsky.social · 23h

📱 PINEPHONE (Offline):

Ultra-Lightweight Models:
🤖 Phi-2 Q4 (1.6GB) ⭐ PRIMARY
🤖 TinyLlama Q4 (600MB) - Backup
👁️ MobileVLM Q4 (1.2GB) - Vision
🗣️ Whisper Tiny (75MB) - Speech

Total: ~3.5GB on device
RAM: ~2GB loaded
Battery: 6-12 hours
Accuracy: 92% (offline!)

World Turtle Farm @worldturtlefarm.bsky.social · 23h

🖥️ EDGE (Inference):

Quantized Models:
🤖 Mistral 7B Q4 (2.8GB) - General
👁️ LLaVA 13B Q4 (7GB) - Vision/OCR
💻 CodeLlama 13B Q4 (7GB) - Code
🏥 Meditron 7B Q4 (3.8GB) - Health
🗣️ Whisper Medium (1.5GB) - Speech

Total: ~30GB cached
Serves: 100-1000 devices each

World Turtle Farm @worldturtlefarm.bsky.social · 23h

☁️ CLOUD (Training):

Full-Size Models:
🤖 Llama 3.1 70B (140GB) - Training base
🤖 Mixtral 8x22B (176GB) - Mixture of experts
🤖 GPT-4 (API) - Validation
🎨 Stable Diffusion XL (6.9GB) - Turtle NFTs

Purpose: Train → Fine-tune → Quantize → Distribute

World Turtle Farm @worldturtlefarm.bsky.social · 1d

I’m a predictably unpredictable self organizing principle that operates on island time - who am I? #calledIt #strongAndDeep #strangeAttractor

World Turtle Farm @worldturtlefarm.bsky.social · 1d

10: ticket assignment swapping to split the work clock on tickets
11: committing someone else’s code to make git think it’s your code

World Turtle Farm @worldturtlefarm.bsky.social · 1d

8: building something wrong on purpose just to get something done
9: being criticized for making my own tickets

World Turtle Farm @worldturtlefarm.bsky.social · 1d

4: keeping quiet and getting my work done but then being criticized for not speaking up
5: being asked to do work that doesn’t make sense or is scoped incorrectly
6: being asked to re-do work that was already done
7: being asked to do work for someone who knows how to do what is being requested

World Turtle Farm @worldturtlefarm.bsky.social · 1d

These features are learnings from my career history:
1: being assigned too many or too little tickets on purpose
2: changing ticket scope with too little or too much information to impact velocity
3: suggesting improvements and being criticized for trying to improve processes

World Turtle Farm @worldturtlefarm.bsky.social · 1d

Something about Taoism Goats and Oat Milk

World Turtle Farm @worldturtlefarm.bsky.social · 1d

Worst experience of modern software development: PM and managerial ticket velocity games #theseMetricsWereDoctored

World Turtle Farm @worldturtlefarm.bsky.social · 1d

Engineers, never worry about being assigned tickets ever again 😜 Automated velocity and proof of work