Cortex Debugger vs Code - Search Videos

THIS CHINESE DEVELOPER CONNECTED AN NVIDIA CHIP TO AN IPHONE AND THE PHONE NOW WORKS FOR HIM 24/7 - $8,000/MONTH FROM ONE SETUP ON A DESKPhone Agent Control Panel on screen - powered by Qwen3.5 via llama.cpp - the agent opens apps, dials numbers, navigates the UI and executes tasks on the phone without him touching it421 tokens per second running locally on the NVIDIA chip - fast enough for real-time phone automation that actually completes tasks end to endthe chip handles all compute locally, i

THIS CHINESE DEVELOPER CONNECTED AN NVIDIA CHIP TO AN IPHONE AND THE PHONE NOW WORKS FOR HIM 24/7 - $8,000/MONTH FROM ONE SETUP ON A DESKPhone Agent Control Panel on screen - powered by Qwen3.5 via llama.cpp - the agent opens apps, dials numbers, navigates the UI and executes tasks on the phone without him touching it421 tokens per second running locally on the NVIDIA chip - fast enough for real-time phone automation that actually completes tasks end to endthe chip handles all compute locally, i

27.8K views1 month ago

THIS DEVELOPER BUILT A FULL HOME SERVER WITH NAS, RAID AND WINDOWS VM IN 6 MINUTES - FOR $20002:40 he says it straight - "that took all of about five seconds" - RAID 0 created, 1.52TB ready, file manager opentwo old drives, one $200 board, five seconds to configure - and now he has a home server that does what Dropbox, Google Drive and a VPS do combinedRAID 0 for speed, RAID 1 for redundancy - one click, system configures itselffile manager, drag and drop, access from any device on the network -

THIS DEVELOPER BUILT A FULL HOME SERVER WITH NAS, RAID AND WINDOWS VM IN 6 MINUTES - FOR $20002:40 he says it straight - "that took all of about five seconds" - RAID 0 created, 1.52TB ready, file manager opentwo old drives, one $200 board, five seconds to configure - and now he has a home server that does what Dropbox, Google Drive and a VPS do combinedRAID 0 for speed, RAID 1 for redundancy - one click, system configures itselffile manager, drag and drop, access from any device on the network -

12.3K views2 weeks ago

THIS DEVELOPER BUILT HIS OWN LOCAL AI SERVER FROM SCRATCH - 6 AGENTS RUNNING 24/7 FOR $11/MONTH IN ELECTRICITY"cover the shame in electrical tape. no one will know" - he assembled the server by hand, checked every connection and when the GPU detected itself automatically he just said "it did sense it automatically"128GB unified memory, AMD Ryzen AI Max+ 395, 6 agents that never stop - under the desk, aluminum chassis the size of a toaster oveninbox sorter, research monitor, document processor, c

THIS DEVELOPER BUILT HIS OWN LOCAL AI SERVER FROM SCRATCH - 6 AGENTS RUNNING 24/7 FOR $11/MONTH IN ELECTRICITY"cover the shame in electrical tape. no one will know" - he assembled the server by hand, checked every connection and when the GPU detected itself automatically he just said "it did sense it automatically"128GB unified memory, AMD Ryzen AI Max+ 395, 6 agents that never stop - under the desk, aluminum chassis the size of a toaster oveninbox sorter, research monitor, document processor, c

149K views2 weeks ago

THIS 22-YEAR-OLD OXFORD STUDENT CALLED OBSIDIAN SECOND BRAIN "THE BIGGEST WASTE OF TIME" - THEN BUILT IT THE RIGHT WAY AND CHANGED HIS MINDmost AI gurus show a pretty graph with 500 nodes - he went straight to Karpathy's original GitHub gist and built it correctlythe difference is immediate - real semantic connections between ideas, topics and hooks instead of beautiful but empty nodestested on real tasks - content ideas, video scripts, business strategy - and the results were not what he expect

THIS 22-YEAR-OLD OXFORD STUDENT CALLED OBSIDIAN SECOND BRAIN "THE BIGGEST WASTE OF TIME" - THEN BUILT IT THE RIGHT WAY AND CHANGED HIS MINDmost AI gurus show a pretty graph with 500 nodes - he went straight to Karpathy's original GitHub gist and built it correctlythe difference is immediate - real semantic connections between ideas, topics and hooks instead of beautiful but empty nodestested on real tasks - content ideas, video scripts, business strategy - and the results were not what he expect

7.7K views2 weeks ago

THIS DEVELOPER WORKS FROM HOME, WATCHES NETFLIX ALL DAY AND MAKES $7,600/MONTH - THE COMPUTER DOES EVERYTHINGClaude runs the workflows, the repositories ship code, clients get their deliverables - he just checks the output between episodesmorning: approves Claude's overnight work in 10 minutes - then back to the couchafternoon: one decision if something needs his input - otherwise the system handles itevening: checks the revenue dashboard, starts the next episode$7,600/month generated by a compu

THIS DEVELOPER WORKS FROM HOME, WATCHES NETFLIX ALL DAY AND MAKES $7,600/MONTH - THE COMPUTER DOES EVERYTHINGClaude runs the workflows, the repositories ship code, clients get their deliverables - he just checks the output between episodesmorning: approves Claude's overnight work in 10 minutes - then back to the couchafternoon: one decision if something needs his input - otherwise the system handles itevening: checks the revenue dashboard, starts the next episode$7,600/month generated by a compu

7.3K views3 weeks ago

THIS GUY HAS 8 AI CODING AGENTS RUNNING ON A SERVER AND MANAGES ALL OF THEM FROM HIS PHONEHe calls them his "minions." While most developers sit at a desk waiting for code to compile, he set up 8 parallel sessions on a remote server, walked out the door and now runs his entire engineering operation from his phone screen.The setup is absurdly simple in hindsight - tmux sessions living on a server, SSH connection from his phone, and a terminal that resizes itself depending on whether he's on mobil

THIS GUY HAS 8 AI CODING AGENTS RUNNING ON A SERVER AND MANAGES ALL OF THEM FROM HIS PHONEHe calls them his "minions." While most developers sit at a desk waiting for code to compile, he set up 8 parallel sessions on a remote server, walked out the door and now runs his entire engineering operation from his phone screen.The setup is absurdly simple in hindsight - tmux sessions living on a server, SSH connection from his phone, and a terminal that resizes itself depending on whether he's on mobil

217.5K views2 months ago

THIS 18-YEAR-OLD VIETNAMESE GIRL BUILT A 5x RTX 4090 AI TRAINING RIG - AND MAKES $40,000/MONTH FROM IT5 RTX 4090s in one PC, Asus ROG, Intel 7980X CPU at $1,590 - and a system that trains AI models while she sleepsCPU barely under load - all the work is done by five 4090s with 120GB of combined VRAMone 4090 on https://t.co/tspqUYrIys generates $400-800/month - five cards generate $2,000-4,000/month just from rentingbut she went further - trains custom models on demand and sells access to them -

THIS 18-YEAR-OLD VIETNAMESE GIRL BUILT A 5x RTX 4090 AI TRAINING RIG - AND MAKES $40,000/MONTH FROM IT5 RTX 4090s in one PC, Asus ROG, Intel 7980X CPU at $1,590 - and a system that trains AI models while she sleepsCPU barely under load - all the work is done by five 4090s with 120GB of combined VRAMone 4090 on https://t.co/tspqUYrIys generates $400-800/month - five cards generate $2,000-4,000/month just from rentingbut she went further - trains custom models on demand and sells access to them -

94.7K views2 weeks ago

SOMEONE VISUALIZED HOW NEURAL NETWORKS ACTUALLY PREDICT PRICE MOVEMENTS IN QUANTITATIVE FINANCE AND IT'S NOT WHAT MOST PEOPLE THINKThe input layer takes price and engineered features - and the first hidden layer learns simple correlations between them in milliseconds.The second layer starts synthesizing more abstract patterns - like when momentum diverges from price while volume contracts - and that's the moment most traders haven't even noticed the signal yet.The third layer distills everything

11.3K views1 month ago

STACKING 4 OLD NVIDIA GTX 1080s GIVES YOU LOCAL AI THAT BEATS $5,040/YEAR IN CLOUD SUBSCRIPTIONS4 GTX 1080s from eBay for $400 total - 32GB of pooled VRAM - and a local AI server that replaces subscriptions costing $5,040 a yearEthereum killed proof of work in 2022 - miners dumped millions of cards - developers picked them up for pennies and built local AI rigsOllama installs with one command, model downloads with a second - point Claude Code at localhost through one environment variable and it

34.3K views2 weeks ago

THIS 15-YEAR-OLD BUILT A PERSONAL AI FITNESS COACH WITH CLAUDE AND NOTION - $0 COST AND BETTER RESULTS THAN A $500/MONTH TRAINERClaude + Notion, both free - four docs that act as the brain of the coach - context, daily logs, weekly plan and today's sessionthe coach reads his logs, checks his weekly plan and adapts in real time - missed a workout today, it restructures the entire week automaticallyhe talks to it like a real coach using voice mode - "something came up, can you fit today's workout

11.3K views3 weeks ago

SOMEONE SPENT 3.5 YEARS BUILDING A KNOWLEDGE SYSTEM, IT GREW INTO THIS AND NOW GENERATES $23,000/MONTH4,010,470 characters. 16,278 links. 5,431 notes. All connected to each other, all built by one person between September 2022 and February 2026.Every dot is a thought that didn't get lost. Every connection is a relationship between ideas that a normal brain would have forgotten in 48 hours. The whole thing grew organically over 3.5 years until it stopped looking like a note-taking app and started

12K views1 month ago

HE SPENT DAYS TESTING MAC MINI 16G AGAINST RTX 4070TI ON LOCAL AI - AND THE HONEST NUMBERS ARE NOT WHAT ANYONE WANTS TO HEARtwo setups, same model - Mac Mini 16G vs RTX 4070Ti 12G running Qwen 3.5 9B - the best model that actually fits on either machine - Qwen 3.6 doesn't even load4070Ti hits 65 TPS - Mac Mini hits 12 TPS and thinks for 2+ minutes per response - both machines completely maxed, 4070Ti temperature jumped from 40°C to 60°Che plugged the 9B model into Claude Code - tools don't work,

5K views1 month ago

SOMEONE BUILT AN AI AGENT THAT FINDS $500K-$1.2M HOMES WITHOUT POOLS, RENDERS A POOL IN THEIR BACKYARD AND MAILS THE OWNER A BEFORE/AFTER POSTCARD ON AUTOPILOTThe agent scans the neighborhood, finds homes in the right price range, checks satellite imagery for a pool - and if there isn't one, renders exactly how it would look in their backyard and mails a physical postcard to the owner without a single human in the process.The homeowner opens an envelope with a photo of their own house before and

799.7K views1 month ago

A German trader built an Obsidian system powered by dozens of Claude agents - and used it to place more than 22,000 predictions on Polymarket while generating over $286,000 in profit.While most people use Obsidian for notes, he turned it into a constantly evolving research database that indexes information, connects ideas and tracks relationships across thousands of topics automatically.The system has already processed tens of billions of tokens and continues expanding every day. Multiple AI age

17.9K views1 month ago

IF I HAD TO MAKE $10,000 IN THE NEXT 30 DAYS DOING BASICALLY NO WORK THIS IS EXACTLY WHAT I WOULD DOfind a YouTube channel worth clipping, paste the URL into one tool, connect all your social media platforms and walk away.every time that channel posts the system detects the upload, auto-clips the best moments with AI and instantly distributes across every platform simultaneously.no editing. no scheduling. no waking up early to post.1,000,000 views = $2,000. run multiple channels across different

36.8K views1 month ago

THIS CHINESE DEVELOPER BUILT A $199 VIBE CODING SETUP AND SHIPPED HIS FIRST APP IN 3 DAYSMac Mini + old iPad for $199 combined - and that's all he needed to build and launch his personal projectiPad as a second screen for references and notes, Mac Mini as the main machine with Claude Code - a simple, cheap and powerful stack for a solo developerhe didn't wait for the perfect setup - just grabbed what he had and startedthe first app took 3 days - on the fourth day it was already in the App Storef

11.1K views1 month ago

Claude Opus 4.8 is now on Snowflake Cortex AI.As a launch partner with Anthropic, Snowflake brings Opus 4.8 to Cortex Code, Cortex Agents, Cortex AI Functions, and Snowflake Intelligence—all within Snowflake’s secure, governed AI platform.Learn more: https://t.co/88koZUm72C

6.7K views1 month ago

THIS 19-YEAR-OLD BOUGHT A USED RTX 3090 FOR $700 AND NEVER PAID FOR CLAUDE OR CHATGPT AGAINEthereum killed proof of work in 2022 and millions of RTX 3090s ended up on eBay at $650-800 - the same card that mined ETH for $5 a day now runs local AI that replaces $400/month in subscriptions24GB VRAM same as an RTX 4090 at $2,000 - Qwen 3.6 27B loads with room for long context windows and sends nothing anywhereQwen 3.6 27B scored 84.1 on RealWorldQA against Claude 4.5 Opus at 77.0 - a free open-weigh

6.1K views2 weeks ago

Elon Musk: "It's (Neuralink) basically a communications bridge. You bridge communications from the motor cortex past the point in the neck or spine where the nerves are damagedIt is possible from a physics standpoint to restore full body functionality. It's a very hard technical problem, but there is nothing that prevents it happening from a physics standpoint"

4.4K views2 weeks ago

x.comMars University

THIS CHINESE STUDENT VIBE CODED A STUDY APP, LOADED ALL HIS TEXTBOOKS AND SOLD IT FOR $8,000 BEFORE GRADUATIONuploaded every textbook, every past exam, every lecture note - the app reads the material, generates practice problems and explains solutions better than any tutorhe used it to pass his own exams first - then realized every student in his faculty needed the same thingsettings still a bit rough, some parts not quite finished - he shipped it anyway because the core worked and students were

3.6K views3 weeks ago

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