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My trainer at the gym asked what I do for work. "Trading systems. Open-source." He laughed. "Like day trading?" "No. Anyone can see how it works. All the code is public." He put down his weights. "So you just look at code all day?" I didn't argue. I opened...

35,831 просмотров • 1 месяц назад •via X (Twitter)

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My dad was at the stove when I walked in. Haven't seen him in 3 months. He looked older. "You cook now?" "Only on Sundays." "What changed?" "Time makes sense when the code works." He laughed. "What code?" "Trading systems. Open-source. Anyone can audit the code." Copytrade wallet: He cracked an egg. "So you code for free?" "No dad. The code makes money." "Sure it does, son." I didn't argue. I opened my laptop on the counter. One wallet I was tracking cleared $2,800 in a single weekend. Another flipped 156 trades in 48 hours with 78% winrate. One more turned $950 into $14,200 in 17 days. He put the spatula down. "That's... from a script?" Exactly. Then I showed him the repos. All free. All public. First: 86M+ trades on Polymarket. Every outcome since day one. Free to download. Second: Market making bot. Both sides of the book. Gas optimized. Google Sheets execution. Third: ML + heuristics. I fed 14,000 wallets into Claude. One prompt. 4 minutes. Found 47 traders with 70%+ winrate. Bot mirrors them with 60-second delay. He went quiet for a long time. Then: "How long have you been doing this?" "Nine months." "And you didn't tell me?" I didn't have a good answer. He slid a plate of eggs across the counter. Sat down across from me. "Send me the links. I'm reading them tonight." Then: "And come home more often. Your mom worries." Fathers don't ask about the money. They ask why you didn't tell them. Then they ask you to come home more.

Lunar

10,443 просмотров • 1 месяц назад

My Tinder date showed up 10 minutes late. She ordered an oat latte. Looked around. Looked at me. "So. What do you do?" "Building trading systems." "Like crypto?" "No. Open-source. Anyone can audit the code." She raised an eyebrow. "So you code for free?" "No. The code makes money." "Sure it does." I didn't argue. I opened my laptop. One wallet I was tracking turned $1,300 into $19,700 in 24 days. Another flipped 232 trades with 82% winrate. One more pulled $5.8M in volume in five weeks. She stopped stirring her coffee. "That's... from a script?" Exactly. Then I showed her the repos. All free. All public. First: 86M+ trades on Polymarket. Every outcome since day one. Free to download. Second: Market making bot. Both sides of the book. Gas optimized. Google Sheets execution. Third: ML + heuristics. I fed 14,000 wallets into Claude. One prompt. 4 minutes. Found 47 traders with 70%+ winrate. Bot mirrors them with 60-second delay. She went quiet for a long time. Then: "I do product marketing at a startup. $82K. I cried in the parking lot last Tuesday." I didn't say anything. She finished her coffee. Looked at me. "How long have you been doing this?" "Eight months." "And you're on Tinder?" I didn't have a good answer. She opened her phone. Unmatched me on Hinge. Then handed it back: "No. Send me the GitHub links instead." Copytrade him: Tinder dates don't ask about the money. They ask why you're on the app. Then they keep the links and leave you unmatched.

Lunar

48,316 просмотров • 26 дней назад

My ex sat down next to me on a flight to Austin. I didn't recognize her at first. She was wearing sunglasses. Hoodie. Then she took them off. "Hey." We hadn't talked in 11 months. Last time we did, she said I was wasting my life. She ordered a gin and tonic. I got coffee. We sat in silence for an hour. Pretended to sleep. Then she leaned over. "So what do you do now? Last I heard you were 'figuring things out.'" "Building trading systems. Open-source. Anyone can audit the code." She smirked. "So you code for free?" "No. The code makes money." "Sure it does." I didn't argue. I opened my laptop. One wallet I was tracking turned $640 into $11,800 in 31 days. Another flipped 287 trades with 76% winrate. One more pulled $3.4M in volume in two weeks. She stopped mid-sip. "That's... from a script?" Exactly. Then I showed her the repos. All free. All public. First: 86M+ trades on Polymarket. Every outcome since day one. Free to download. Second: Market making bot. Both sides of the book. Gas optimized. Google Sheets execution. Third: ML + heuristics. I fed 14,000 wallets into Claude. One prompt. 4 minutes. Found 47 traders with 70%+ winrate. Bot mirrors them with 60-second delay. She went quiet for a long time. Then: "When we were together you said you'd figure it out." "Yeah." "I didn't believe you." "I know." The flight attendant came by. She ordered another gin. Then: "Send me the links. I'm not saying I miss you. But I have 4 more hours next to you and I'm bored." Trade with him: Exes don't ask about the money. They remind you what you promised. Then they ask for the links because they're bored at 30,000 feet.

Lunar

16,478 просмотров • 29 дней назад

Saw my ex walking her dog in the park we used to go to. We broke up 14 months ago. I almost turned around. She saw me first. "Hey." "Hey." We didn't say anything for a minute. Her dog sniffed my shoe. "You look different." "I sleep better." "How?" "The bot runs itself." She raised an eyebrow. "What bot?" "The trading one. Open-source. Anyone can audit the code." She smirked. "So you code for free." "No. The code makes money." Copytrade wallet: "Sure it does." I didn't argue. I opened my phone. One wallet I was tracking cleared $3,400 in 6 days. Another flipped 503 trades with 73% winrate. One more pulled $11.2M in volume over a single quarter. She dropped the leash. "That's... from a script?" Exactly. Then I showed her the repos. All free. All public. First: 86M+ trades on Polymarket. Every outcome since day one. Free to download. Second: Market making bot. Both sides of the book. Gas optimized. Google Sheets execution. Third: ML + heuristics. I fed 14,000 wallets into Claude. One prompt. 4 minutes. Found 47 traders with 70%+ winrate. Bot mirrors them with 60-second delay. She went quiet for a long time. Then: "When we were together you said you'd figure it out." "Yeah." "I didn't believe you." "I know." She picked up the leash. Looked at the dog. Looked at me. "Send me the links. I'm not saying I miss you. But I need those links." Exes don't ask about the money. They remind you what you promised. Then they take the leash and walk away.

Lunar

16,628 просмотров • 1 месяц назад

An Anthropic engineer watched me trade from across the table at a WeWork in SF I had my laptop open. Four agents running. Green charts. Live trades scrolling. He was on a Zoom call. Muted himself. Walked over. "Are you running Claude against live prediction markets right now" I told him. Claude Code. Two repos. $25 a month. He pulled up a chair. "I helped build the model you're using. I've never seen anyone wire it to live trades like this" I showed him the dataset. 86 million trades. Every wallet. Every entry. Every exit. He stared at it. "We tested this internally. You give Claude a dataset and don't tell it what to look for. It finds the winning wallets. Then it finds WHY they win. Then it copies the pattern. We never shipped it because legal killed it" I told him I did exactly that. One weekend. Claude Code found the exit logic on its own. Top wallets exit before resolution 91% of the time. They capture 86% of expected value. Cut losers at 12%. Everyone else captures 58% and holds to 41%. "That's the exact finding from our internal eval. Except ours took a team of eight and four months" I showed him the scanner. Three commands. 500+ markets. No API key. Claude scores them all in 20 minutes. "You're using our model to beat markets we're not allowed to touch. On infra that costs less than my lunch" My setup: Claude API - $20/mo VPS - $5/mo poly_data - free polymarket-cli - free 214 trades. 74% win rate. +$9,400. 19 days. I showed him the full breakdown. Every repo. Every command. Every dollar. Copytrade here: He read it for five minutes. Then looked up. "If my manager sees this he's going to lose his mind. You just proved our model works in production and we've been sitting on it for a year" He DM'd me that night. "Take this down before someone at Anthropic finds it" Too late.

Lunar

223,863 просмотров • 2 месяцев назад

My girlfriend asked why I had 14 Polymarket tabs open tracking rainfall at 3 AM instead of sleeping. An hour later one wallet made $7,200 because NOAA changed a forecast before Twitter noticed. That was the entire trade. I started digging through GitHub trying to understand how these wallets react so absurdly fast. The first repo that caught my attention was: A few hours later I found people building autonomous agents for Polymarket: That’s when the whole platform started looking different to me. One wallet made $64k trading weather markets. Another was making hundreds of trades a day while barely holding positions longer than an hour. The highest-performing wallets didn’t even look human anymore. No hesitation. No emotional entries. No scrolling Twitter waiting for opinions. Just instant reactions to forecast updates, liquidity shifts and crowd behavior. Then I found this: And suddenly it clicked. Most people on Polymarket still think they’re trading events. They’re not. They’re trading how long it takes emotional humans to react to events. Huge difference. One wallet I tracked kept entering positions before major sentiment swings happened. At first I thought it was luck. Then I realized the bot was monitoring NOAA revisions, Twitter activity and liquidity changes simultaneously. Humans physically cannot process information that fast anymore. Copytrade wallet: The scary part is that almost all of this infrastructure is public. Most people just never open GitHub long enough to notice what's happening.

Lunar

52,892 просмотров • 1 месяц назад

My dad told me I was wasting my life using Claude to analyze Polymarket wallets instead of "learning real trading" 2 weeks later he asked me why one weather market suddenly made someone $11,000 overnight. I didn’t know how to explain to him that half the market is now bots reacting to each other. So I started digging through GitHub trying to understand how deep this rabbit hole actually goes. The first repo that caught my attention was: A few hours later I found people building autonomous agents for Polymarket: That’s when the entire platform started looking different to me. One wallet made $87k trading weather markets. Another was making hundreds of trades a day while barely holding positions longer than 90 minutes. The highest-performing wallets didn’t even look human anymore. No emotional entries. No hesitation. No scrolling Twitter waiting for opinions. Just instant reactions to forecast changes, liquidity shifts and crowd behavior. Then I found this: And suddenly it clicked. Most people on Polymarket still think they’re trading events. They’re not. They’re trading how millions of emotional humans react to events in real time. Huge difference. One wallet I tracked kept entering positions BEFORE major sentiment swings happened. At first I thought it was luck. Then I realized the bot was monitoring forecast disagreements, Twitter activity and liquidity changes simultaneously. Humans physically cannot process information that fast anymore. Here wallet: The scary part is that almost all of this infrastructure is public. Most people just never open GitHub long enough to notice what's happening.

Lunar

54,415 просмотров • 1 месяц назад

Met my girlfriend's parents for the first time. Her dad asked what I do for work. I said I build trading systems. He said like Wall Street? I said no. 6 AI agents. They work while I sleep. He laughed. So robots are making you money? I did not argue. I opened my laptop. Showed him the terminal. 6 agents running. 47 mispriced markets caught in the first week alone. His face changed. That is not gambling. That is automation? Exactly. Then I showed him how it works. Built the whole thing in 6 hours. Agent 1: Monitoring Runs 24/7. Watches Polymarket for mispriced markets. Spots an anomaly. Writes to memory and pings me on Telegram instantly. Agent 2: Research Parses news, X, macro data via browser tool on a cron schedule. Every morning I have a full digest on all open positions before I check my phone. Agent 3: Trading Reads the research agent memory. Sees the market has not reacted yet. Acts. Execution tool in gateway mode with a whitelist. No full access on a live server. Agent 4: Watchdog Heartbeat every 5 minutes. Monitoring running. No errors. Positions up to date. Something breaks. Immediate Telegram message. All of this. One Gateway. One config file. Isolation via per-agent scope. The token trick: stopped dumping everything into one file. Critical rules in bootstrap. Markets, patterns, past trades in memory. Semantic search pulls it when needed. Token spend dropped 3x. From $0.40 per request to $0.13. First week running: → 47 mispriced markets caught before Polymarket adjusted → Average entry edge 8 to 12 cents per position → Watchdog fired 3 times and caught a broken RPC before it cost me anything The whole system is plain text files. Open an editor. Change one line. Agent behaves differently. No deploy. No build. Her dad went quiet. Then he asked can you teach this? Her mom asked for the setup guide. I built the entire framework. Six agents. Full deployment. Memory architecture. Telegram alerts. You only need Claude + device + 1 hour per day. Giving this free for 24 hours. To get it: 1. Comment the word "Claude" 2. Like and retweet this 3. Follow me Himanshu Kumar so I can DM you Save this post. Deploy the 6-agent system this week. Start with $200. Scale on evidence.

Himanshu Kumar

46,315 просмотров • 21 дней назад

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. Copytrade wallet: 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: 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.

Lunar

989,836 просмотров • 2 месяцев назад