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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...

34,553 görüntüleme • 22 gün önce •via X (Twitter)

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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 Tuesday

Blaze

56,524 görüntüleme • 6 ay önce

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.

Akshay 🚀

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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 America

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55,532 görüntüleme • 2 ay önce