I just published The Next Trillion Dollar Company Belongs to You link.medium.com/gVsmmrK5VT

An Anthropic engineer paid for my espresso at Sightglass when he saw my screen I was running my Polymarket bot from the counter. He was next in line. Looked over my shoulder. Stopped scrolling. "That's not a normal trading app. What's it actually running on" I told him. Claude Code. Four repos. $25 a month. He sat down without asking. "I'm on the agent team. We stress test Claude for exactly this. You're letting it find its own edges" Not just edges. Wallets. 86 million trades. Every wallet. Every entry. Every exit. "You're feeding Claude raw wallet data and letting it identify who consistently wins. Then cloning them" He said it slowly. Like he was writing the threat model in his head. One prompt. Find every wallet with 100 plus trades and win rate above 70%. Rank by profit. Export top 50. Claude scanned 14,000 wallets in 4 minutes. Returned 47. The top 20 made more than the bottom 13,000 combined. "That's not a stat. That's a hit list" Exactly. "And you didn't write the scoring function" Claude did. I just wired it into an if-statement. Then I showed him the second repo. Official Rust CLI. No API key for reads. 500 markets, Claude scores them in minutes. Gap. Depth. Resolution window. 487 markets become 35 before a dollar moves. 93% killed before I even see them. A green fill landed on the screen. $84. He watched it hit. "How does it decide to actually enter" Three agents. Shared wallet. No shared memory. Arbitrage, convergence, whale copy. 2 agree, full size. 1 alone, half. Disagree, no trade. Consensus filter alone killed 40% of losing trades. "And the exits?" The 47 whales never hold to settlement. 91% exit early. 73% of max profit captured. Redeploy immediately. My bot cuts at 85% of expected move or on a 3x volume spike. "You built a whale copy bot that exits before the whales" Yeah. He put his espresso down. "How often does it trade" 10 a day on average. Most of them skipped before I look up from my coffee. My setup: Claude API - $20/mo VPS in Germany - $5/mo poly_data - free polymarket-cli - free Polymarket/agents - free $200 seed. 27 days ago. $14,300 now. Copytrade here: t.me/KreoPolyBot?st… 271 trades. 74% win rate. Sharpe 2.47. I haven't touched it in 27 days. He stared at the screen for a long time. "This is literally what our red team simulates. Except you actually shipped it" He emailed me the next morning. "Any chance you'd take a call with our policy lead" I told him the article is the call. Read it twice. Too late to gatekeep. You only need Claude laptop 1 hour/day. Giving This Free for 24 hours. To get it: 1. Comment the word 'Claude' 2. Like and Retweet this post 3. Follow me @ZayvenKnox

🚨 Anthropic's own team just showed how to actually use Claude Code properly. 30 minutes. free. the person who created Claude Code. watch the workshop. bookmark it. worth more than every $500 course you almost bought. you've been using Claude without knowing 40 of its commands. Then read the guide below.

3 years of AI progress

After five days this still has less than 100 likes. MAJOR breakthrough. No one is paying attention. And people think that the hyperscalers will forever be not profitable? This uses 99% less energy. 20-60x faster performance. Will affect all AI workloads. Now do you get how AI will run on shitty edge devices like phones, watches, glasses? The breakthroughs are here, just not evenly distributed yet.

ChatGPT Laptop Internet 1 Hour a Day = $250 Daily Normally, I charge $157 for this guide. 𝐖𝐨𝐫𝐭𝐡 $157, 𝐛𝐮𝐭 𝐟𝐫𝐞𝐞 𝐭𝐨𝐝𝐚𝐲! Like, comment "Guide" and repost for absolutely FREE. (Must follow, 42 hours only)

Make a new youtube channel November : Get monetized And make your first $10k before december. Charge 100$ but this time Free. Like, Repost and comment "YT" I'll send you a training guide to get you started. (must be following)

I wrote a 30,000 word Notion guide on every single tax saving strategy I wish I knew 3 years ago Includes strategies for startup founders, business owners, freelancers, W-2 employees, side hustlers Want a free copy? Like / RT and leave a comment and I'll DM you

Every PM should be using Claude Code. So I built a HUGE course for you to learn Claude Code... IN Claude Code! 🔹 Complete guide 🔹 Make PRDs, analyze data, create decks Soon, I'll sell it for $149. For the next 24h: FREE! Follow RT comment "CC" & I'll DM it.

just had a conversation with new GPT about this, and… yea, checks out. That’s some spicy honesty chatgpt.com/share/680ceb1c-0…

There's a shocking fact about AI that nobody tells you: You can catch up to the public AI research frontier in just 2 weeks. Yes, really. I've built a $150M annual revenue startup over the last 8 years and If I were to start a company today, I’d drop everything and go all-in on AI. But like many busy software builders, I felt lost—overwhelmed by the noisy, crowded and fast-moving modern AI landscape. And I wasn’t alone. So I spent my entire holiday diving deep into AI research—reading 30 papers, watching hours of lectures, analyzing trends, and catching up to the research frontier. ✨ Here’s what I learned: - You don’t need months (or years) to catch up. - You don’t need a PhD or decades of ML experience. - You need fewer than 20 papers and 2 weeks to understand the major breakthroughs shaping AI today. It's because the technology is extremely nascent and most techniques that came before are no longer relevant: - ChatGPT is barely 2 years old and Transformers are only 7 years old. - Most game-changing discoveries happened within the last 4 years, driven by a few breakthrough ideas, scaling laws, and efficient matrix multiplication. The biggest secret? Many groundbreaking AI papers with thousands of citations are surprisingly simple and applied, like adding "let's think step by step" to the prompt, or simply asking the LLM over and over again to improve its answer (Self-Refine). I realized there are tons of founders and builders in the same boat—wanting to dive deeper into AI but unsure where to start. I've created an essential AI Guide that helped me catch up, in just 2 weeks, to the frontier of public AI research to figure out where the next opportunities and gaps were: - Curated list of only the most important papers - Simple explanations of key concepts - Clear pathway to understanding the frontier of modern AI It’s perfect for: - Founders expanding into AI - Builders wanting to innovate at the frontier of AI - Investors looking to separate the signal from the noise 👇 Want the full guide? - Like and Share this post - Comment "AI Guide" - I'll send you the complete guide (ps, I’m also teaming up with @VishalVasishth, co-founder of @obviousvc with @ev (focused on large-scale societal impact companies like Twitter, Medium, Beyond Meat), to host a small meetup to discuss what's working and needs to be solved in the AI stack in SF. Message me if you're interested)

Ok, I'm addicted to @replit. For my entire design career, I've always had to hire developers to do even the most basic stuff for me. Having an absolute blast having a free AI programmer at my behest. But I keep hitting my Replit Agent time! Can anyone at @ReplitSupport get me more time?

This is the youngest billionaire you've never heard of. At 19, he dropped out of college. Today? Nvidia, Meta, and the US government can't survive without him. Here's how a teenager built a company the entire world depends on:

You're looking at one of the youngest self-made billionaires ever. Born in rural Ireland, he was too poor to afford a wifi connection. At 20, he dropped out of MIT — by 32, he'd built a $95 billion company more valuable than PayPal. His 3 predictions for the future of tech will blow your mind:

Is your venture looking for funding? Our ArbitrumDAO Co.Lab entrepreneurship program is looking to fuel a promising collaboration tech venture with 50k ARB tokens and $100k’s worth of hands-on network support. Apply here: bit.ly/3Sp6ZD0 What's involved? 🧵👇

WATCH THIS IF YOU FEEL LIKE A FAILURE youtu.be/BKatdkFoeRY?si=e7nU… via @YouTube

"38% of venture-backed startups have 12 or less months of runway left." saastr.com/pilot-57-of-ventu…

Making a slight change to creator monetization: Any posts that are corrected by @CommunityNotes become ineligible for revenue share. The idea is to maximize the incentive for accuracy over sensationalism.

So Freshworks hasn't been immune to macro issues, but its bigger customers continue to grow and scale at an impressive rate It's at ~$600,000,00 ARR today, growing 20%. But the bigger customers are growing much faster. 5 Interesting Learnings: