leopardracer
@leopardracer • 12,501 subscribers
sharing insights before they become headlines • ex @SpaceXAI staff
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SpaceXAI's Grok Bot marketplace just got a 9-bot product team that replaces ~$1M a year in salaries, and this is a f*cking goldmine 9 Grok Bots pass files to each other every monday, and the only human in the loop is you bot 1 → Scout scans Product Hunt, GitHub, HN, Reddit and X and ranks the top 20 products of the week bot 2 → Pain Miner ranks real complaints. it found 1,922 issues on one viral repo this week bot 3 → Competitor Mapper maps every alternative and shows the gap no company covers yet bot 4 → Behavior Reverser runs REA, the repo that hit ~250k GitHub stars in one week bot 5 → Strategy Lead runs Peter Thiel's Zero to One and 7 Powers before you spend a dollar on code bot 6 → CEO runs on Garry Tan's gstack playbook and stamps every idea GO, HOLD or KILL bot 7 → Spec Writer turns the winner into a SPEC.md with acceptance tests bot 8 → Builder ships from the spec only and never copies anyone's code bot 9 → Video Director scripts a 60s launch video plus a 15s cut for X the 10th seat is you. nothing ships until you click approve save this before you pay a dev agency $50k for what 9 bots scope in a weekend
leopardracer27,476 görüntüleme • 1 gün önce
THEY RAN STATE OF THE ART AI ON A 26 YEAR OLD IMAC WITH ZERO INTERNET not a demo. not a benchmark a real answer in near instant time on hardware older than most people reading this your subscription money is going to a data center that doesn't need it the future already runs locally on dead hardware from 1999 bookmark this before you pay for another month of cloud AI you don't need
leopardracer2,766,292 görüntüleme • 5 ay önce
ANDREJ KARPATHY IS THE GODFATHER OF MODERN AI He doesn’t use Notion. He doesn’t use Roam. He doesn’t use Obsidian plugins. He built his own second brain from scratch. I copied him exactly. The result: → 378 notes → 1,854 nodes → 3,856 edges → One custom 3D knowledge galaxy that thinks back at you This isn’t note-taking. This is a second nervous system. Click any node - AI surfaces every hidden connection. Zoom out - you see your entire mind as a universe. Zoom in - you see why Fischer beating Spassky in 1972 connects directly to your trading edge today. ChatGPT forgets you in 2 hours. This remembers everything. Forever. Notion users are building filing cabinets. Roam users are building spreadsheets. Obsidian users are building graveyards. I built a galaxy. The gap between people who consume knowledge and people who compound it isn’t talent. It’s architecture. Karpathy knew this before anyone. Now you do too.
leopardracer456,377 görüntüleme • 5 ay önce
A 9B model from Satya Nadella's Microsoft just beat Sam Altman's GPT-6 Sol at a Rubik's Cube, and it's built on Alibaba's Qwen Same scramble, same 12-move solution for all 4 models, 1 model call per move, real time Results: Microsoft Decision-1: solved in 5.9s for $151 per 1M solves TypeSafe Jev: solved in 6.8s for the same $151 Alibaba Qwen3.8 27B: solved in 10.4s for $5,040, open weights OpenAI GPT-6 Sol: stuck on move 8 when the clip ends, $31,200 per 1M solves OpenAI's flagship burns 206x more money than Microsoft's 9B model to make the same moves, and a free-to-download Qwen running at $0.15 per million tokens still finishes 4x faster than GPT-6 Sol
leopardracer21,098 görüntüleme • 7 gün önce
YOUR HERMES AGENT IS FLYING BLIND WITHOUT A MAP THAT LOOKS LIKE THIS hundreds of nodes, every connection visible, spectral data mapped in real time so nothing gets lost your vault has the same complexity under the hood, your agent just can’t see it I learned this the hard way, one task took 2 minutes opening wrong files for a brief from 3 months ago one index file per major folder fixed it, dropped to 10 seconds build the map, the agent finds everything full breakdown in the article below ↓
leopardracer248,763 görüntüleme • 3 ay önce
3 guys. Same apartment. $1.5 billion paid out by Roblox in 2025. They figured out the code doesn’t matter anymore. Roblox has 380 million monthly users. $1.5B paid to creators last year. Up 31% from the year before. The top 1,000 creators averaged $1.3 million each. The wall that kept everyone out was always Luau - Roblox’s custom programming language. You needed to learn it. Most people never did. Claude writes Luau. And it connects directly to Roblox Studio via MCP. One developer built a full mining tycoon - currency system, shop, rebirth mechanics, persistent data - in 2 hours. Zero scripting experience. Every line of code generated by AI. These guys live together. They share a kitchen and a game engine. And they claim to make millions doing exactly this. The barrier is gone. The window is open. Most people still haven’t noticed.
leopardracer336,130 görüntüleme • 5 ay önce
THIS CHINESE DEVELOPER’S NEURAL NETWORK VISUALIZATION IS EXACTLY HOW YOUR OBSIDIAN VAULT SHOULD WORK every node connects to every other node and the whole thing gets smarter the more data flows through it, same way a real knowledge system should work but almost nobody builds it like that most people throw everything into folders and tags and call it a second brain but what they actually built is an archive that gets harder to use every month claude reads across everything you ever captured and finds the connection you need right when you need it here’s how to build the version that actually compounds ↓
leopardracer231,513 görüntüleme • 4 ay önce
THIS AMERICAN DEVELOPER SPENT WEEKS DEBUGGING TIMEOUT ERRORS IN OLLAMA. THEN HE LOOKED UNDER THE HOOD LM Studio is just llama.cpp Ollama is just llama.cpp so he cloned llama.cpp from source, pulled Qwen 3.6 35B off Hugging Face, set up asymmetric KV quantization and got a local server running on 127.0.0.1:8080 plugged it into VS Code, connected it to OpenClaw, 53 tok/s on an M1 Max with 262K context zero wrappers, zero timeout errors, zero API fees bookmark & like this before your next timeout error hits full breakdown of my raw llama.cpp setup ↓
leopardracer241,145 görüntüleme • 5 ay önce
This AI analyst does $60,000 a day of research for about $450 Kimi K3 + GPT-6 Astra, but the real trick is a funnel, not one giant model: signal → plain code → Kimi K3 → GPT-6 Astra → human → sourced report step 1 → plain code does the math first, zero LLM cost step 2 → rules and a light classifier cut 10,000 stocks to 150 step 3 → Kimi K3 reads eight quarters at once and keeps the 40 that don't add up step 4 → GPT-6 Astra argues bull vs bear, every claim needs a source step 5 → a human confirms anything that executes the result: no BUY, no predictions, just what changed and what contradicts it save this setup, watch the terminal above - then read the full architecture with formulas ↓
leopardracer44,179 görüntüleme • 27 gün önce
the entire “grind YouTube for 3 years and build a personal brand” industry just got nuked by a 19 year old with a Discord account $80,000/month. no camera. no editing. no algorithm. no audience. no ads. no brands. no content. 20+ servers. Claude-written bots. $5 Railway hosting. PayPal does the rest. the most insulting part is he didn’t need an audience to do it. no posts. no thumbnails. no parasocial nonsense. just bots that work, running on a platform with 771M users and zero gatekeepers. the gap isn’t IQ. it’s that he didn’t ask for permission. the “build a personal brand first” crowd is going to pretend they didn’t see this one.
leopardracer213,380 görüntüleme • 5 ay önce
There are teenagers making more with AI girlfriends than most engineers make coding. Let that sink in.
leopardracer209,232 görüntüleme • 5 ay önce
Andrej Karpathy builds a personal wiki to think with LLMs. I took that idea and went further. Claude Code + Obsidian = an AI that actually knows you. Your goals. Your context. Your history. Not a chatbot. A second brain that remembers. Here's exactly how to build it:
leopardracer224,408 görüntüleme • 6 ay önce
THIS GUY OPENED OBSIDIAN AND SAW HIS ENTIRE KNOWLEDGE AS A NETWORK AND HE BUILT IT IN 90 DAYS one note at a time and one link at a time now the graph shows him what he actually thinks about and not what he assumed he cared about six months ago he had 200 isolated notes sitting in folders nobody visits today every idea he has connects to something he wrote in the past a thought from january becomes context for a decision in may without him remembering january even happened his coworkers are still searching for files by name and finding nothing useful the only difference is he stopped filing and started linking his notes are not stored they are connected like & bookmark this if you’ve been using obsidian as a filing cabinet this whole time
leopardracer144,922 görüntüleme • 4 ay önce
this is pure f*cking golddd how to become an inference engineer in 6 months (zero to deployed model) if i'd had this a year ago, i would've served my first model in a week instead of losing a month to random gpu tutorials in the right hands, this changes the entire playing field:
leopardracer14,248 görüntüleme • 11 gün önce
Skinport takes 8%. Steam takes 15%. CSFloat takes 5%. Every platform takes a cut. The only way to win is to buy cheaper than everyone else. Claude built me a bot that finds underpriced skins across 15,000 listings in seconds. $6K/month. Zero playtime. Bookmark this. Fees don’t matter when your buy price is right.
leopardracer137,248 görüntüleme • 5 ay önce
KARPATHY JUST MADE EVERY SECOND BRAIN GURU LOOK STUPID an artist with zero tech background took her obsidian vault, plugged it into blender and claude and turned her notes into a 3d map of her entire city no zettelkasten course, no notion templates, no productivity system just obsidian graphs that became something you can actually see and navigate this is what happens when your second brain stops being a folder and starts being a living structure save this for when someone tells you obsidian is just for nerds ↓
leopardracer81,982 görüntüleme • 3 ay önce
THIS PERSON READ A 134-PAGE BOOK IN 15 MINUTES AND DIDN'T HIGHLIGHT ONCE BUT REMEMBERS ALL OF IT he dropped the PDF and waited 15 min he got 25 atomic notes with a full flashcard deck, auto-generated, auto-linked and ready to review his friends still re-read the same books and forget everything the gap isn't intelligence, it's infrastructure bookmark & like this full vault setup
leopardracer95,425 görüntüleme • 4 ay önce
THIS AI DEVELOPER RUNS 120B PARAMETER MODELS LOCALLY AND HIS MACBOOK PRO CAN’T EVEN OPEN THEM he bought a DGX Spark, gave it the model, went back to his desk by end of day the inference was done, tested, committed his team is still waiting for the cloud GPU queue to free up the only thing between them is 128GB of unified memory in a box smaller than your lunch one Spark is a datacenter node, two Sparks is your own cluster bookmark this and send it to whoever is still paying for cloud GPUs
leopardracer85,838 görüntüleme • 4 ay önce
THIS GUY HIT HIS DAILY CLAUDE LIMIT BUILDING A KNOWLEDGE GRAPH. THE SYSTEM KEPT RUNNING WITHOUT HIM he opened obsidian at 6am and claude had already read everything new connections, a brief, one question worth thinking about today his coworkers are still copy-pasting context into every session he stopped doing that 3 months ago one markdown file changed how he works with claude forever Bookmark & like it if you’re tired of starting from zero every session
leopardracer87,564 görüntüleme • 5 ay önce
THEY RAN A LOCAL AI MODEL ON A RASPBERRY PI THAT COSTS LESS THAN $300 no cloud no subscription no data center device smaller than your wallet output on a 27 year old iMac I tested local ai this week on a macbook and a phone the hardware keeps getting cheaper and the models keep getting smarter bookmark this if you’re still paying $20 a month for something your $300 raspberry pi can do
leopardracer73,534 görüntüleme • 5 ay önce