I deployed 650 agents and connected them seamlessly to... a Second Brain, an active cloud supercortex orchestrating this digital swarm in real time Before that, though, the Second Brain handled another priority. In mere moments, it playfully chewed through gigabytes of digital clutter that had been gathering dust across various directories for ages, effortlessly organizing every single piece of abandoned documentation, random notes, and archived files The dashboard lit up with a massive data stream, and 650 autonomous threads simultaneously generated code, hunted down bugs, and tested one another. If any agent hit a roadblock on intricate logic, the Second Brain instantly retrieved a working pattern from a neighboring thread, resolving the challenge in milliseconds. It felt like a digital storm of absolute efficiency Four minutes flat later, the logs went silent The terminal flashed to life, verifying that all 650 tasks had finished with zero errors I opened up the completed project, revealing pristine architecture, complete test coverage, and a smooth deployment. I closed my laptop lid, smiled, and headed off to sleep while the Second Brain, humming quietly in the servers, was already wrapping up the documentation for the upcoming sprint I highly recommend bookmarking this articleshow more

Tonight I left my laptop turned on, and woke... up in the morning with a $7,000 profit. While I was sleeping, my cloud second brain was analyzing trends and running funnels on autopilot Famous investor Naval Ravikant once brilliantly noted: AI brains are meant for coming up with ideas, not clogging bio-servers with gigabytes of other people's garbage The main point Point Claude at a local folder and feed it all the accumulated digital junk files, articles, reports, notes. The artificial intelligence absorbs this chaos itself, builds ironclad logic, and turns a pile of files into a single, living knowledge base. The system works on the principle of compound interest: the more data you feed it, the more accurately it predicts your next steps and generates ready-made solutions Step-by-step process: Choose a base, either Notion or Obsidian, as long as the cloud is accessible from any device 24/7 Implement the CODE method by saving all the chaos to your inbox, sorting it out, extracting the essence, and monetizing your knowledge Connect AI agents by setting up automation via API so the AI sorts data and generates content on its own while you rest A more detailed guide is described in the article. I highly recommend adding this to your bookmarksshow more

Karpathy method + Claude Code reading your whole Obsidian... vault is the smartest second brain on earth. The method is simple and brutal. If you can’t build a thing from scratch, you don’t know it. Tutorials are fake learning and your brain deletes them in 3 days. Most people ignore this. They build a second brain that just sits there, folders of notes nobody reopens, dead text. Point Claude Code at the vault and it wakes up. 5,000 notes, one mind. It reads all of it and answers in your own words and your own proofs, not a model’s guess. Then the loop closes. Want to understand neural nets? Skip the 3-hour video and ask Claude Code to build a tiny one. 200 lines from scratch. Watch it train, break a layer, watch it fail, fix it. It clicks in 20 minutes instead of 3 weeks. The second it lands the note gets written. One idea per file, linked to 10 others, dropped into the vault while the memory is still hot. Now it compounds. Month 1: is 60 notes. Month 6 is 900. Every new note pulls in old ones, so you ask anything and the answer comes from your brain, not the internet. Before: 40 tabs, 6 half read PDF, 0 retained. After: build it once, own it for life. Setup takes 4 minutes. Plain text, no lock-in. A second brain nobody reads is a graveyard. Yours just started thinking.show more

Spent a fantastic two days at the Circuito de... Navarra in Spain. Mostly dry and a great technical circuit. I was driving a McLaren 720s GT3 Evo with Garage59. It was great to be back with a team that I have a strong history with. I was rusty to start, it’s been a few years out of a GT3 but very happy with where we ended up after two days of testing. I had to hang up most of my engineering brain and focus on driving - and loved every second. More to follow 👀show more

Yesterday at 3 AM Claude Code called me I... woke up, picked up the phone, and on the screen was a message: "Wallet entered BTC Up at 11 cents. Open Polymarket?" I said yes and went back to sleep Claude Code unlocked my 2nd phone on its own, opened Polymarket, found the right market, entered the amount, and hit Buy. I could see all of it in real time through the web interface on my laptop. Screenshots from the phone updating every second. By morning the position closed in profit Let me tell you how I got here A week ago I asked Claude Code to write a script that pulls on-chain data from Polymarket and ranks wallets by win rate on 15-minute BTC markets In 20 minutes I had a table with hundreds of addresses, and 1 of them stood apart from the rest. More than 200 trades per day, surgical entry precision, and a profit curve going straight up I fed that address back into Claude Code and asked it to break down the strategy. Turns out the wallet monitors BTC volatility on Binance and Bybit every 100 milliseconds, and when it drops below 0.08% it enters Up and Down simultaneously at 25 to 35 cents A pure straddle: 1 side burns and the other flies to a dollar, giving 3 to 4x per position. Dozens of times a day I wanted to follow it but signals came at any hour, and waking up every 15 minutes for a notification was simply impossible. So I built something else Took an old Android phone and installed an agent running on the Qwen3-VL visual model. It sees what is happening on the screen and mimics human actions through ADB: taps, swipes, text input. Then I connected it to Claude Code as the executor Now the chain works like this: Claude Code monitors the wallet, sees a new position, calls me. And if I say "yes" or just do not pick up within 30 seconds, the agent on the phone opens Polymarket on its own and copies the entry Essentially I built myself an autopilot out of 2 AI systems: 1 thinks and the other presses buttons. I just sleep and occasionally pick up the phone → Here is the wallet the whole thing is tracking: For those who do not want to build a setup like this there is a Telegram bot that handles the 1st part: tracks this wallet and sends a signal on every new entry: AI calls me at 3 AM to ask permission to spend my money A year ago this would have sounded like schizophrenia. Now it is just Tuesdayshow more

I still don't understand why everyone is not using... this yet. Thanks to it, a year ago I increased my income to 17,000 dollars a month Andrey Karpathy, co-founder of OpenAI, published a simple idea that got 16 million views: stop using AI to write code, use it to build a second brain You point Claude Code to a folder, drop any source in there (an article, transcript, PDF) and Claude reads it, links it, and saves it into a living wiki of everything you know. It compounds like interest: the more you feed it, the smarter it gets Here is the gist: Install Obsidian, create a vault, open it in Claude Code Paste the file with Karpathy's wiki idea and tell Claude to build it Claude creates three folders: raw for sources, wiki for its pages, CLAUDE which runs everything Drop any source into raw and say "ingest this" Ask questions across everything, forever Five minutes to set up, and you never start with an empty chat again The full step-by-step guide is in the article. Save to bookmarksshow more

I launched 300 Grok agents to automate the routine... and see what would come of it. As a result, my business reached a profit of +356% Honestly, I still don't understand why absolutely everyone isn't using this method. While everyone else is writing posts and monitoring trends manually, this AI stack works like a well-oiled clockwork mechanism How it's structured: Dedicated cloud instances share the load via a single distributed bus, distributing tasks in batches of 50 parallel threads per agent The central configurator dynamically switches tasks between system workers, processing domains, parsing inputs, and gathering results into a single knowledge graph Each agent runs an algorithm through a fixed cycle (setup -> run -> correct -> save -> schedule), instantly correcting deviations and fixing data in the database Instead of spending hundreds of hours on manual operations, I handed all this machinery over to AI. The result speaks for itself, reach and productivity have grown exponentially, and the system operates autonomously 24/7 The visualization is made for a clear example and may differ from the actual work of the agents The article describes the detailed automation method, bookmark itshow more

AI is the craziest thing I kicked off a... bunch of agents before leaving to the gym, i had them work on this game idea I've been toying around with. I get back home and I've completely forgotten about it and I hear a bunch of explosions going off from my office. I look at my PC and find a bunch of tanks in that the agent generated battling each other and lagging like crazy🤣show more

🚨 one person can now do the work of... an entire creative team. i just tested it on a real one. a friend needed an ad for his brand, so I opened the new Runway Agent 2.0 to try it out. here's how it went: → it generated the music and the key image first, so I could approve the direction → once I gave the ok, it built the full video around it → and when something was off, i changed just that one piece, without redoing the rest one prompt, and I had the ad we needed, work that used to take weeks. this is what it made 👇 if you want to try it → · 30% off 3 months with code RUNWAYAGENT — made with Runway · #MadeWithRunway · #adshow more

We took the Cybertruck to pick up mulch and... other landscaping supplies to finish the front yard. It was supposed to be a quick 15 minutes in and out. This couple was so interested in the truck that my wife and I walked up at the end of the video and started talking Tesla! We showed them everything about the truck that we could. While that was happening, another older lady walked up and asked if we could show her the truck too. So my wife finished with the first couple, and I started the tutorial all over again. Needless to say, after an hour had passed, we finally finished and were able to FSD home! 🏡show more

Karpathy's Agentic Engineering finally has proper tooling! (built by... Google) Karpathy defined agentic engineering as the discipline that separates production agent work from vibe coding. The core skills he listed were spec design, eval loops, and security oversight. The problem has been that practicing this still requires a different tool for every phase: - editor for code - a terminal for scaffolding - a browser for testing - a cloud console for deployment - and a separate framework for evals. Every transition is a context switch. The solution to production-grade Agentic Engineering is now actually implemented in Google’s Agents CLI. It covers the entire workflow in one place for scaffolding, evaluating, and deploying ADK agents. One setup command injects 7 ADK-specific skills into a coding agent's context, which lets it handle scaffolding, evals, deployment, and enterprise registration through natural language. I tested this end-to-end by building a RAG agent from scratch using Claude Code. It scaffolded the full project from the ADK agentic_rag template, generated 20 eval scenarios with LLM-as-judge scoring, and returned a quantitative scorecard. Finally, it also deployed everything to Agent Runtime and registered the agent to Gemini Enterprise, so the entire org can discover and use it. The video below shows this in action, and I worked with the Google Cloud team to put this together. Agents CLI GitHub repo → (don't forget to star it ⭐ ) I wrote up the full build covering all six steps from install to enterprise registration. It includes the eval scorecard, the instruction loophole the eval caught before deployment, and what the deployment process actually looks like end-to-end. Read it below.show more

A 22-year-old engineer from Mexico has invented a device... that identifies elements Claude AI technology 240x240 pixel LCD/OLED module Circular wire frame with NFC sensors Wires, circuit board, battery, and Wi-Fi Via the wireless Wi-Fi module, data is sent to a secure cloud in milliseconds. There, cloud code and a pre-trained neural network take over The cloud sends an encoded signal back to the device's microcontroller. LEDs on the ring begin to glow in a specific color depending on the element In a fraction of a second, an image and the name of the element appear on the screen There are numerous applications for such a device, including in the field of securityshow more

I’m 40 feet away from this chick. She’s talking... on volume 200 for the entire coffee shop to hear for the better part of the last 30 minutes. It’s so loud that if I was sitting across from her chin I would tell her to shut the hell up. The problem is, not only isn’t she hooked up to the PA system- but she must have the brain of a goldfish to have absolutely zero awareness. If I had a football I’d do everyone in here a favor and throw it at her head. She’s told 18 stories that I could recite in a row at this point. How can you can be that retarded? Respectfully of course. I’ll hang up now. -93.1show more

Gonna get sappy on here for a second. Few... know how much Tennessee football really means to me. It’s not only the team I grew up cheering for but my Alma mater and the reason why I wanted to be a sports reporter. In 2022 I drove across the country to watch the Vols beat Alabama for the first time in 15 years. I watched in the stands with the two people that made me a VFL— my mom and my dad. I cried real tears and as dumb as it might sound to some, it was a dream come true. Two years later I get a dream job— sports anchor in Knoxville. That already didn’t feel real. This time the third Saturday in October rolled around and another dream came true. I got to watch my favorite team beat Alabama in the house that built me. This time not from the stands as a fan, but from the sidelines as a sports reporter. Even in my wildest dreams, I’m not sure I could’ve drawn this one up. Dreams do come true. Go Vols forever!show more

This has got to be one of the BEST... stories in sports card history, and it happened to me this morning. Warning: this story involved a $35,800 transaction, a German wedding, and Lamine Yamal This morning, I woke up and saw a Lamine Yamal /10 Base Prizms Gold NFT for sale on the #PaniniBlockchain for $35,800. I felt that the price was fair and I purchased at 5am. Seconds later, I get a dm from the anonymous seller on Instagram. “Hey this is Brian”. A German guy, few followers. What I learned next is nothing short of f*cking legendary. I’ll let him tell the story from here, and I’ll accompany the epic tale with photo and video proof. Sit down, and buckle up. “Two days before my wedding, the four of us—my best man, my wife, my cousin, and I—went out and bought a few Panini packs together. Just for fun, we agreed that each of us would keep one pack sealed and save it for the wedding day. The plan was to open them together after the ceremony and see what we got. What made it even more special was that my best man had never opened a trading card pack in his life. It was also my wife's first real experience with the hobby. My cousin and I had opened cards before, but none of us expected anything crazy. Our friend from Prime Collectors was there as well. Since he creates card content, he had his camera rolling the entire time, so every reaction you see in the video is completely genuine. After the ceremony, we all sat down and started opening our packs. My best man went first—nothing special. Then my wife opened hers—a few nice cards, but nothing huge. My cousin was next, and again, nothing out of the ordinary. Then it was my turn. I started going through the cards one by one until I saw a flash of gold. The moment I saw it, I knew it could be something big. When I turned the card over, it was a Lamine Yamal Panini NFT numbered 8/10. For a few seconds, nobody said a word. Then everyone completely lost it. You can hear in the video the exact moment everyone realizes what had just been pulled. Even Prime Collectors, who has seen countless incredible pulls, couldn't believe he had just captured that moment on camera. but honestly, the value wasn't the most important part. What made it unforgettable was that it happened on my wedding day, from the one pack I had intentionally saved two days earlier. It's also important to mention that the wedding was already fully paid for, so this wasn't a story about "paying for the wedding" with the card. It was simply an unbelievable coincidence and one of those once-in-a-lifetime moments that you could never plan. Looking back, I honestly don't think I'll ever experience another moment quite like it. On the same day that I married the love of my life, I also pulled one of the biggest cards I've ever held in my hands. That's what makes this story so special.” Panini Americashow more

🚨 SHIKHAR DHAWAN REVEALS THE LOWEST POINT OF HIS... LIFE 🚨 Question 🗣️: What was the lowest point of your life? Shikhar Dhawan Said 🗣️: "When I was 21 years old, I went on a tour of Australia to play for India. At that time, I would get attracted to almost every girl I saw. I got into a relationship with one of them, and we partied a lot, had a lot of fun, and I got heavily involved in that lifestyle. Because of that, I couldn’t play the entire series, and my focus completely deteriorated. Then, when she left me, I would slowly break down and cry in the car, and I went through a very depressing phase. After that, I drifted away from the India team circle. If I had performed well in that series, I might have played for the Indian team much earlier. That’s one of the reasons why I made my India debut later than I could have."show more

🚨 SCIENTISTS ARE USING AI TO MAP A HIDDEN... “CLEANING SYSTEM” INSIDE THE HUMAN BRAIN AND IT COULD CHANGE HOW WE UNDERSTAND SLEEP, AGING, AND NEURODEGENERATIVE DISEASE. It’s called the glymphatic system a vast network of fluid channels that flushes toxic waste from the brain while you sleep. For years it was almost impossible to observe in detail. Now AI-powered imaging is revealing it like a living galaxy of microscopic rivers and pathways inside neural tissue. Why this matters: Your brain produces toxic proteins constantly. The glymphatic system is one of its primary waste-clearance mechanisms clearing the very proteins linked to Alzheimer’s, Parkinson’s, and other neurodegenerative diseases. But here’s the unsettling part: This cleaning system becomes dramatically less efficient with age, poor sleep, stress, and brain injury. Sleep may not just “rest” your mind it may literally wash your brain. The deeper implication is staggering: The brain isn’t just a computer. It’s a dynamic, living network that constantly rebuilds and cleanses itself in real time. The more we map it, the more it looks like an entire universe of connected energy flows inside our skulls. What if some neurological diseases begin when the brain can no longer properly “wash” itself at night? Follow for more frontier neuroscience and future technology.show more

Second batch of Actor’s Truth, and the masks keep... coming off. Every time I walk in, I peel another layer the one I show the world, the one I hide even from myself. Truth is harder to find than any performance. But I’m running behind it anyway, chasing the version of me with nothing left to hide. Grateful to Saurabh Sachdeva sir for a space that doesn’t let you act, only feel. This is just the second batch. But I can already feel myself becoming… real. 🤍show more

This video was taken the day I played through... the first build of the Neural DSP Archetype JM X plugin. We’d set up my amp rig in the live room and were switching between the rig and the plugin. I threw every test at it; does turning the volume knob to 5 create a natural response in tone? It did. Does a single note that’s held die out without a noise gate eating it or the “math” just giving up? It did. Do two notes bent at once with distortion on create natural harmonic overtones exactly like the amps in the room? They did, exactly. I had the engineer switch between signals without my knowing. “That’s the amps,” I’d guess. “Plugin,” the engineer would say, several times. It had fooled me. Neural DSP had done it. It wasn’t just a faithful recreation of my sound - it was the first plugin I’d ever heard that proved that digital modeling could create a digital emulation with zero compromises. I’d like to say that we went back and forth countless times, making tweaks until it was right, but the truth is that they pretty much nailed it on the first try. Only a few EQ changes and some changes to a couple of the effects pedals were needed. The thousands of hours of creation came to fruition yesterday when the plugin was released, and it’s been a joy to see and hear players putting this software to the test and being as impressed as I was in this video. Thank you to every guitar player who created such clever and great sounding presets and for spreading the word. I can’t wait to hear all the new music that’s created with this plugin. Getting my sound is just the beginning of what it can do, and I can’t wait to hear what musicians create with it.show more

A 25-year-old guy from China turned into a girl... and started a stream; he wanted to joke around, but in the end, he earned $3,583 in 5 hours He used Claude to change his appearance in real-time Claude changed his face, the background, and even his voice He started the stream on TikTok, YouTube, and Kick: he wanted to test if people would realize it was AI Men liked this girl so much that they started donating just for one smile from her Ten minutes later, the first donation of $200 arrived, five minutes later another one, and in total, in 5 hours of streaming, he earned $3,583 It all started as a joke; never give up on your ideasshow more