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@leopardracer • 8,983 subscribers

researcher & analyst | eth maxi

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3-month-old Shopify store is printing $412,000 a month, and the whole thing runs on Claude. Shopify connected directly to Claude on May 4th. You type the order. The store updates. Products, descriptions, ads, collections - all from a chat window. He didn’t hire a developer. Didn’t pay a copywriter. Didn’t touch an ad agency. Store setup - $0. 40 product descriptions - $0. Full ad campaign - $0. First month - $412,000. 605% growth. 4,086 orders. Now Shopify is offering him $250,000 in capital to scale faster. He opened the app to check his stats. Got a new order before he finished reading them. Then went back to configuring his BMW M3. Most people are still paying $15,000/month for a team to do what Claude does for $20. $412,000 a month. A BMW on the side. 3 months. Do the math.

3-month-old Shopify store is printing $412,000 a month, and the whole thing runs on Claude. Shopify connected directly to Claude on May 4th. You type the order. The store updates. Products, descriptions, ads, collections - all from a chat window. He didn’t hire a developer. Didn’t pay a copywriter. Didn’t touch an ad agency. Store setup - $0. 40 product descriptions - $0. Full ad campaign - $0. First month - $412,000. 605% growth. 4,086 orders. Now Shopify is offering him $250,000 in capital to scale faster. He opened the app to check his stats. Got a new order before he finished reading them. Then went back to configuring his BMW M3. Most people are still paying $15,000/month for a team to do what Claude does for $20. $412,000 a month. A BMW on the side. 3 months. Do the math.

687,967 views

THIS MAN HASN’T OPENED HIS TASK MANAGER IN A WEEK AND HIS ENTIRE LIFE IS STILL ON TRACK he dumped everything into one folder before bed and closed his laptop woke up to a system that had already sorted every note and flagged every stalled project and assigned every task his coworkers are still living in their inboxes the only difference is one folder called CAPTURE and claude running at 8pm every night every idea goes in and claude files it and nothing requires a decision and nothing gets lost

THIS MAN HASN’T OPENED HIS TASK MANAGER IN A WEEK AND HIS ENTIRE LIFE IS STILL ON TRACK he dumped everything into one folder before bed and closed his laptop woke up to a system that had already sorted every note and flagged every stalled project and assigned every task his coworkers are still living in their inboxes the only difference is one folder called CAPTURE and claude running at 8pm every night every idea goes in and claude files it and nothing requires a decision and nothing gets lost

310,747 views

I HAVEN’T OPENED A SINGLE BOOK THIS MONTH. CLAUDE READ 34 OF THEM FOR ME I built a vault in Obsidian, connected Claude and added Notebooklm went to sleep woke up with flashcards, mind maps, and an AI that answers from my own notes only my friends are still highlighting pdfs manually the only thing separating us is one setup: claude + obsidian + notebooklm every idea captured. every book processed. zero knowledge lost if this is the setup you’ve been looking for - like & bookmark so you don’t lose it

I HAVEN’T OPENED A SINGLE BOOK THIS MONTH. CLAUDE READ 34 OF THEM FOR ME I built a vault in Obsidian, connected Claude and added Notebooklm went to sleep woke up with flashcards, mind maps, and an AI that answers from my own notes only my friends are still highlighting pdfs manually the only thing separating us is one setup: claude + obsidian + notebooklm every idea captured. every book processed. zero knowledge lost if this is the setup you’ve been looking for - like & bookmark so you don’t lose it

240,755 views

SOMEONE BUILT A PERSONAL AI DASHBOARD WITH CLAUDE DESIGN AND OPUS 4.7 AND IT FEELS LIKE A PERSONAL OS

SOMEONE BUILT A PERSONAL AI DASHBOARD WITH CLAUDE DESIGN AND OPUS 4.7 AND IT FEELS LIKE A PERSONAL OS

315,700 views

I wrote one article. Someone built a data center. No GPUs. Just $599 boxes. Jensen Huang is having a bad year. The new AI data center doesn’t need NVIDIA. It needs a Costco membership and a good Wi-Fi router.

I wrote one article. Someone built a data center. No GPUs. Just $599 boxes. Jensen Huang is having a bad year. The new AI data center doesn’t need NVIDIA. It needs a Costco membership and a good Wi-Fi router.

231,608 views

Someone in China watched my guide. Now they have a room full of Mac Minis. I don’t know how many people lost their jobs.

Someone in China watched my guide. Now they have a room full of Mac Minis. I don’t know how many people lost their jobs.

128,584 views

$4,277,574,722. That’s the CS2 skin market right now. No central bank. No SEC. No taxes. And most people playing the game have no idea this market exists. The ones who do - don’t play. They trade. In 2026, Claude does the trading for them. Bookmark this. You’ll want to come back when you’re ready to stop playing and start earning.

$4,277,574,722. That’s the CS2 skin market right now. No central bank. No SEC. No taxes. And most people playing the game have no idea this market exists. The ones who do - don’t play. They trade. In 2026, Claude does the trading for them. Bookmark this. You’ll want to come back when you’re ready to stop playing and start earning.

29,688 views

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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

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

2,759,052 views • 14 days ago

THIS DEVELOPER HASN’T PAID AN API BILL IN 3 MONTHS. HIS AGENTS RAN 10,000 TIMES FOR FREE he built a local AI lab under his desk two GPUs 32GB VRAM zero rate limits his agents loop 400 times if they want to his coworkers are still watching the usage dashboard the only thing separating them: llama.cpp + llama-swap every prompt stays on his machine every experiment costs $0 zero invoices bookmark & like this before your next API bill hits

THIS DEVELOPER HASN’T PAID AN API BILL IN 3 MONTHS. HIS AGENTS RAN 10,000 TIMES FOR FREE he built a local AI lab under his desk two GPUs 32GB VRAM zero rate limits his agents loop 400 times if they want to his coworkers are still watching the usage dashboard the only thing separating them: llama.cpp + llama-swap every prompt stays on his machine every experiment costs $0 zero invoices bookmark & like this before your next API bill hits

537,295 views • 20 days ago

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

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

83,303 views • 4 days ago

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.

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.

453,094 views • 27 days ago

EVERYONE BUILDS AN OBSIDIAN VAULT AND NOBODY BUILDS A BRAIN the guide gives you the structure and the folders and the plugins but structure without intelligence is just a better filing cabinet the next step is agentic and your notes find you instead of the other way around bookmark & like this before you reorganize another folder

EVERYONE BUILDS AN OBSIDIAN VAULT AND NOBODY BUILDS A BRAIN the guide gives you the structure and the folders and the plugins but structure without intelligence is just a better filing cabinet the next step is agentic and your notes find you instead of the other way around bookmark & like this before you reorganize another folder

51,701 views • 4 days ago

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 ↓

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 ↓

238,176 views • 20 days ago

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

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

142,011 views • 12 days ago

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

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

95,425 views • 11 days ago

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.

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.

334,256 views • 1 month ago

THIS NUMBER MADE THE REVIEWER GO “WHOA” ON CAMERA AND IT SHOULD MAKE YOU GO WHOA TOO Mac Mini PP score was 563, Strix Halo came in at 342, and DGX Spark hit 2,170 that’s not a small gap, that’s a completely different category of hardware people were judging Spark on token generation and missing the entire point of what this box was built for prefill is the computationally heavy part, that’s where Blackwell eats everything else sitting on your desk save this before you spend $4k on the wrong machine

THIS NUMBER MADE THE REVIEWER GO “WHOA” ON CAMERA AND IT SHOULD MAKE YOU GO WHOA TOO Mac Mini PP score was 563, Strix Halo came in at 342, and DGX Spark hit 2,170 that’s not a small gap, that’s a completely different category of hardware people were judging Spark on token generation and missing the entire point of what this box was built for prefill is the computationally heavy part, that’s where Blackwell eats everything else sitting on your desk save this before you spend $4k on the wrong machine

37,702 views • 4 days ago

There are teenagers making more with AI girlfriends than most engineers make coding. Let that sink in.

There are teenagers making more with AI girlfriends than most engineers make coding. Let that sink in.

206,909 views • 1 month ago

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.

213,380 views • 1 month ago

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

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

73,534 views • 14 days ago

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:

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:

215,678 views • 1 month ago

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

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

87,131 views • 23 days ago

There are businesses making $500k/year with a website from 2009. They know it’s broken. They just don’t have time to fix it. You fix it in 5 minutes with AI. They pay you $1,000. They thank you for it. This isn’t a hustle. This is picking up cash someone else left on the floor. Bookmark this or keep wondering why you’re broke.

There are businesses making $500k/year with a website from 2009. They know it’s broken. They just don’t have time to fix it. You fix it in 5 minutes with AI. They pay you $1,000. They thank you for it. This isn’t a hustle. This is picking up cash someone else left on the floor. Bookmark this or keep wondering why you’re broke.

72,183 views • 1 month ago

$172,000,000. One Fortnite map. Epic pays per minute of playtime. Claude Code writes the Verse. The only barrier left is you not starting. Bookmark this. Follow for more windows like this before they close.

$172,000,000. One Fortnite map. Epic pays per minute of playtime. Claude Code writes the Verse. The only barrier left is you not starting. Bookmark this. Follow for more windows like this before they close.

37,117 views • 1 month ago

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