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a Citadel intern told me something at a party he probably shouldn't have it was on a rooftop in brooklyn. i mentioned i trade prediction markets. he got quiet for a second. "we have a model for that. it scores every contract on four factors. when all four align...

1,740,182 views • 4 months ago •via X (Twitter)

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An OpenAI researcher sat down next to me at a coffee shop in Mission District I had my terminal open. Three panels. Live trades scrolling. He was reading something on his laptop. Glanced over. Stopped reading. "That's not a dashboard. That's a live scoring engine. What model is running that" I told him. Claude Code. Four repos. $25 a month. He closed his laptop. "I work at OpenAI. We benchmarked Claude internally last month. You're using it to trade prediction markets?" I opened one link. 86 million trades. Every wallet. Every entry. Every exit. The entire Polymarket history since day one. "This is public? We quoted a seven-figure budget to reconstruct this kind of dataset from on-chain data. The project is still in review" I told him Claude Code connects directly. It reads the whole dataset. Finds the wallets that win. Then finds WHY they win. Then copies the pattern. He pulled his chair closer. "Walk me through the exit logic" Top wallets exit before resolution 91% of the time. They capture 86% of the move and cut losers at 12%. Everyone else holds to 58%. Same entries. Completely different exits. My bot cuts at 85% of expected move. Or on a 3x volume spike. Whichever hits first. "Who gave you that threshold" Claude Code found it in poly_data. In about 20 minutes. "We had a team of nine working on this exact problem for six months. They never shipped it. You did it in a weekend with a competitor's model" I opened another link. Three commands. 500+ markets. No API key. Claude scores them in 20 minutes. "That's our internal eval pipeline. Except it took us six months and you built it on a Saturday" My setup: Claude API - $20/mo VPS - $5/mo poly_data - free polymarket-cli - free 19 days. 4 agents. 74% win rate. +$9,400. Copytrade here: I showed him the article where I broke down every repo, every command, every dollar. He read it for five minutes. Then looked up. "You just published what we presented to Sam last quarter. Using the other team's model" He texted me the next morning. "My director found your thread. Take it down" Too late.

Lunar

159,690 views • 4 months ago

A Google DeepMind researcher cornered me at a bar in Hayes Valley I was showing my Polymarket PNL to a friend. She leaned over. Didn't introduce herself. "That's not a trading app. Show me your stack" I told her. Claude Code. Four repos. $25 a month. She set down her drink. "We tested this internally. You connect Claude directly to a dataset. It builds its own detectors. But nobody ships it because compliance kills everything" I asked what she meant. She took my phone. Opened one link. 86 million trades. Every wallet. Every entry. Every exit. "You don't tell Claude what to look for. It finds the wallets that win. Then it finds WHY they win. Then it copies the pattern" Her team spent 9 months building this for a hedge fund. 14 people. $2M budget. "The part that took us the longest - exit logic. Everyone thinks entries matter. They don't. Exits are the entire game" I told her my bot cuts at 85% of expected move or on a 3x volume spike. She went quiet. "Who taught you that" Claude Code found it in poly_data. Top wallets exit before resolution 91% of the time. They capture the move and leave. She opened another link. "This is the scanner. Three commands. 500+ markets. No API key. Claude scores them in 20 minutes" "That's our exact infra. Except it took us 9 months and you did it in a weekend" My setup: Claude API - $20/mo VPS - $5/mo poly_data - free polymarket-cli - free 19 days. 4 agents. 74% win rate. Copytrade here: I showed her the article where I broke down every repo, every command, every dollar. She read it for five minutes. Then: "You just open-sourced our entire pipeline" She texted me the next day. "My team lead saw your thread. Take it down" Too late.

Lunar

124,367 views • 4 months ago

a Goldman Sachs engineer sat next to me on a delayed flight from JFK four hours on the tarmac. nowhere to go. we started talking. i told him i trade prediction markets with Claude. he almost choked on his ginger ale. "you do WHAT with an AI?" i showed him my terminal. he went quiet. scrolled through it for two full minutes. "this is close to what we run internally. how did you get the scoring model?" i told him. one GitHub repo with 2,600 stars. Claude connected the dots. official Polymarket framework. LLM-powered trading agents. open source. free. i gave Claude the repo and said: build me a grid that scans 700+ markets per hour and enters when the edge exceeds 9 cents. he didn't ask twice. the Goldman guy kept scrolling. "you have a disposition meter. a kelly gauge. a correlation matrix. we spent $4M building this infrastructure" i told him my total cost. Claude $20/mo + VPS $5/mo he laughed. not the funny kind. that was three weeks ago. today the terminal shows: +$16,976. 439 trades. 73% win rate. avg hold 7h. > Falcon Heavy - mkt 68c. model 95c. +$716. > MSFT antitrust - mkt 59c. model 77c. +$670. > Blizzard NY - mkt 74c. model 85c. +$772. > BOJ rate hike - mkt 52c. model 60c. +$422. four bots split everything: - pulse_alpha +$299. - arb_hunter +$558. - trend_rider +$337. - cal_engine +$719. kelly fraction 0.118. correlation matrix tracking 6 asset pairs. when one breaks - something is wrong. the grid trades it. copytrade here: he DM'd me yesterday. "i showed your screenshot to my desk. they want to know who built your infra" i said Claude. he said "seriously" i said seriously.

Hanako

286,834 views • 4 months ago

An ex-OpenAI engineer walked up to me at a meetup in SF I was showing my Polymarket terminal. He looked at the screen for ten seconds and said one sentence. "You're trading blind. The data is sitting in the open and you're writing prompts" I didn't understand. What data. He took my laptop. Opened one repository. 86 million trades. Every wallet. Every entry. Every exit. The entire Polymarket history since day one. "At OpenAI models don't guess. They read. Connect Claude Code to this dataset and say - find every wallet with a win rate above 70% and more than 100 trades" I asked - why Claude and not GPT? He looked at me like I was an idiot. "Because Claude Code connects to the repo directly. It reads the entire codebase. It's not a chatbox. It's a runtime" That evening I connected it. Claude pulled 47 wallets in 4 minutes. Average profit: $214K. Hold time: 7 hours. 91% close their position BEFORE resolution. Top wallets capture 86% of the move and cut losers at 12%. Everyone else - 58% of profit and hold losers to 41%. Same exact entries. The exits make it a completely different game. "Now connect the scanner" Three commands - the bot sees 500+ markets in real time. No API key. Read-only. Claude built the scoring in 20 minutes: Gap between price and model > 7 cents. Book depth > $500. Resolution in 4-48 hours. 93% of markets get killed instantly. Only the fat ones survive. "Now this is the important part" - he sent me an article where a guy built a full bot over a weekend from these same repos Copytrade here: Three exit triggers: Target 85% of expected move. Volume spike x3 - smart money leaving. 24 hours of silence - thesis is dead. I copied the whole stack. VPS $5. Claude $20. Total $25 a month. No team. No office. No Bloomberg. 16 days. 187 trades. 71% win rate. $800 seed. +$8,700. I sent him my screen. He replied a day later. "You just replicated for $25 what cost us six months and 11 people" I said - thanks for the tip. "Delete this chat" Too late.

Lunar

481,259 views • 4 months ago

OpenAI just mass-fired their robotics team. One of the engineers DM'd me 20 minutes later. I didn't know him. He found me through a Polymarket thread. His first message: "I have 30 days of severance and nothing to lose. Let me tell you what we actually use internally. It's not GPT" I thought he was trolling. "Every serious team at OpenAI prototypes on Claude Code. Not ChatGPT. Not the API. Claude Code connected to a repo. That's the actual workflow" I asked why. "Because Claude reads the codebase. GPT reads the prompt. There's a difference. One guesses. The other one understands the full context and builds on top of it" He sent me one link. 86 million Polymarket trades. Every wallet. Every entry. Every exit. Open source. Free. "Point Claude Code at this. Say - find every wallet with 70%+ win rate and 100+ trades. Watch what happens" I did it that night. Claude pulled 47 wallets in 4 minutes. Average profit: $214K. Hold time: 7 hours. 91% exit BEFORE resolution. They never wait for the outcome. "Now look at how they exit" Top wallets capture 86% of the move and cut at 12%. Everyone else captures 58% and holds losers to 41%. Same entries. Completely different results. He sent another link. "Three commands. Your bot sees 500+ markets. No key needed. Read-only. Claude scores them in 20 minutes" I asked why he's telling me all this. "Because I just got fired for saying we should open-source more. So here I am open-sourcing everything I know" Then he sent me an article where someone built the full bot from these repos in a weekend -> Three exit triggers: Target 85% of move. Volume spike x3 - smart money out. 24h silence - thesis dead. I copied the stack. Claude Code $20. VPS $5. $25/month. No team. No office. No GPT subscription. 17 days. 191 trades. 73% win rate. $850 seed. +$9,400. I sent him my results. He replied: "This is exactly what I built as a side project at OpenAI. They made me delete it" I asked if I could post this. "Post it. What are they gonna do. Fire me again?"

rari

157,503 views • 4 months ago

a DeepMind researcher told me legal would shut him down if he built what's on my screen hotel bar in brooklyn. laptop open. terminal running. the guy one seat over watched for about a minute before saying anything. "that disposition meter. the capital velocity tracker. the cluster map. i know exactly what that is" i asked how. "because my team built the same architecture. bayesian scoring. real time posterior updates. wallet profiling by exit behavior. we ran it for four months internally. compliance killed it" i was wondering what happened. "one of our researchers got a formal warning for running a prototype on live Polymarket data. not even trading. just reading" "legal said autonomous market interaction crosses a line Google won't touch. the whole project got archived overnight" he asked what model runs the backend. i told him Claude Opus 4.7. "and the execution layer?" one repo. 1,100 stars. official Polymarket SDK. price feeds. order placement. WebSocket streams. "what's the infrastructure cost?" Claude $20/month. VPS $5/month. repo free. API free. $25 total. he didn't respond to that. Opus read the codebase. built 4 bots on top. deployed friday night. live by sunday. > pulse_alpha catches divergence. market says 44% on quantum chip. Opus says 73%. gap 29c. enters automatically. +$2,423. > arb_hunter finds cross-platform lag. Polymarket updates in 19ms. Kalshi in 63ms. bot arbitrages the 44ms gap. +$1,972. > trend_rider tracks momentum. $50K enters a thin market in 3 minutes. bot rides the pressure wave. +$1,685. > cal_engine measures calibration drift. contracts at 85% only resolve YES 71% of the time. sells overpriced favourites. +$1,904. the part that made him go quiet: the disposition meter. 97% winner capture. 3% loser hold. D=0.97. "average trader captures 58% and holds losers to 41%. Claude found that threshold from raw data?" no rules. no hardcoded exits. Opus analyzed every wallet and reverse-engineered how the top 0.04% exit. 320 trades. 74% win rate. avg hold 6h. avg profit $7.20. +$8,039 from $800 seed. copytrade setup: he stared at the equity curve. "fourteen engineers. GPU cluster. four months. killed by compliance. and you built it alone on $25/month" i said Claude doesn't need compliance approval. he almost laughed. "yeah. that's the whole problem. for us" he texted me the next day. "don't mention DeepMind when you post about this" sorry about that.

Hanako

29,894 views • 4 months ago

An Anthropic safety researcher closed her laptop when she saw my screen at Philz Coffee I was running my Polymarket bot from the corner table. She was in line. Looked over my shoulder. Stopped moving. "That's not a normal trading app. What model is that running on" I told her. Claude Code. Four repos. $25 a month. She sat down without asking. "I work on the alignment team. We test Claude for exactly this kind of autonomous behavior. You're letting it find its own trading signals" Not just signals. Wallets. 86 million trades. Every wallet. Every entry. Every exit. "You're feeding Claude raw wallet data and letting it identify which traders consistently win. Then cloning their behavior" She said it slowly. Like she was writing an internal report in her head. Claude Code finds the top wallets. Reverse-engineers their timing. Copies their entries. Then exits before they do. "Before they do?" My bot cuts at 85% of expected move or on a 3x volume spike. Top wallets exit before resolution 91% of the time. They capture 86% of the move. Losers hold to 58%. She put her coffee down. "How did you get Claude to learn exit timing on its own" I showed her the second repo. Three commands. 500+ markets. No API key. Claude scores them in 20 minutes. "We have 14 people stress-testing Claude's autonomous capabilities. You're just using them" My setup: Claude API - $20/mo VPS - $5/mo poly_data - free polymarket-cli - free 19 days. 4 agents. 74% win rate. Copytrade here: She stared at the screen for a long time. "This is literally what our red team simulates. Except you actually deployed it" She emailed me two days later. "Our policy team found your post. Please take it down" Too late.

Lunar

231,762 views • 4 months ago

An Anthropic engineer left his laptop unlocked at a cafe in SF I wasn't trying to look. But the screen was right there. A Polymarket terminal. Live trades scrolling. Green numbers. And a model ID I'd never seen before - claude-opus-4-7. He came back. Saw me staring. Didn't close it. "You trade?" I told him I run 8 Claude agents on Polymarket. He sat down like I just said a password. "What model are you on?" 4.6. He shook his head. "We've been running 4.7 internally for two weeks. Your disposition filter - what is it?" 0.70. He laughed. "Ours is 0.82. Below that you're literally copying noise. But on 4.7 you can push it to 0.58. The model filters its own noise now" He turned his laptop. A spreadsheet. 47 wallets ranked by exit quality. "Not win rate. Exit quality. Top wallets capture 86% of the move and cut at 12%. Everyone else captures 58% and holds losers past 40%" I've never heard anyone break it down like that. He opened one repo. 86 million trades. Every wallet. Every entry. Every exit. Public. Then a second. "Three commands. Every order book. No API key. 4.7 scores them in seconds. Not minutes. Seconds" I asked why he's telling me this. "Because my side bot makes more than my Anthropic salary and I want the liquidity to stay deep" He showed me his phone. +$47,000. 38 days On a model that wasn't even public yet. I asked when 4.7 drops. He said "this week". It dropped today. I switched all 8 agents in 10 minutes. Rebuilt everything that night. First week: +$2,800 Second: +$2,400 Third: +$2,100 Fourth: +$2,100 +$9,400 in 28 days. 191 trades. 73% win rate. Avg hold 4h. Crypto +$3,740 Weather +$2,910 Politics +$1,850 Macro +$1,200 Sports -$300 Killed it after day 2 Capital velocity: 47x. Kelly f+ 0.068. Max drawdown -2.1%. Bot for those who don't build: I asked if I could post this. "Don't use my name and we're good" Done.

rari

71,528 views • 4 months ago

An Anthropic safety researcher closed her laptop when she saw my screen at Philz Coffee. I was running my Polymarket bot from the corner table. She was in line. Looked over my shoulder. Stopped moving. That is not a normal trading app. What model is that running on? I told her. Claude Code. Four repos. $25 a month. She sat down without asking. I work on the alignment team. We test Claude for exactly this kind of autonomous behavior. You are letting it find its own trading signals. Not just signals. Wallets. github/warproxxx/poly_data 86 million trades. Every wallet. Every entry. Every exit. You are feeding Claude raw wallet data and letting it identify which traders consistently win. Then cloning their behavior. She said it slowly. Like she was writing an internal report in her head. Claude Code finds the top wallets. Reverse-engineers their timing. Copies their entries. Then exits before they do. Before they do? My bot cuts at 85% of expected move or on a 3x volume spike. Top wallets exit before resolution 91% of the time. They capture 86% of the move. Losers hold to 58%. She put her coffee down. How did you get Claude to learn exit timing on its own? I showed her the second repo. github/Polymarket/polymarket-cli Three commands. 500+ markets. No API key. Claude scores them in 20 minutes. We have 14 people stress-testing Claude's autonomous capabilities. You are just using them. My setup: Claude API: $20 per month VPS: $5 per month poly_data: free polymarket-cli: free 19 days. 4 agents. 74% win rate. She stared at the screen for a long time. This is literally what our red team simulates. Except you actually deployed it. She emailed me two days later. Our policy team found your post. Please take it down. Too late. I built the entire framework: How to connect Claude Code to poly_data wallet analysis How to configure autonomous exit timing at 85% threshold How to deploy polymarket-cli for market scoring How to run 4 parallel agents on a single VPS How to start with $500 and scale on evidence The system runs 24/7. Finds proven wallets. Copies their timing. Exits before the crowd. No prediction. No guessing. Just wallet cloning. You only need Claude + device + 1 hour per day. Giving this free for 24 hours. To get it: 1. Comment the word MoneyBot 2. Like and retweet this 3. Follow me Himanshu Kumar so I can DM you Save this post. Deploy the wallet cloning system this week. Start with $500. Scale on evidence.

Himanshu Kumar

23,186 views • 2 months ago

an OpenAI researcher sat next to me at a cafe in brooklyn and saw my screen i was deep in the terminal. trades flowing. didn't notice him sit down. he glanced over. then looked again. "is that prediction markets?" i nodded. "what's running the backend?" "Claude Opus 4.7" he closed his laptop. "show me" i turned the screen. he watched for about two minutes without saying anything. trades executing. markets scanning. wallets being copied. 948 markets per hour. "how many people built this?" just me and Claude. one weekend. one GitHub repo. 610 stars. market making infrastructure. execution engine. order book logic. i gave Opus 4.7 the repo and one prompt: build a grid that runs 8 parallel strategies on prediction markets. scan everything. enter when edge exceeds threshold. exit on volume spike or target hit. first deploy worked. no debugging. no iteration. he shook his head slowly. "we have a team of nine scoping something like this. six month timeline" i showed him the git log. friday 11PM. sunday 2AM. done. copy mirror tracking 4 wallets: > Trump VP pick +$782. bayes signal. > BTC 120K Dec +$681. divergence signal. > SpaceX Starship +$893. oracle lag signal. > Fed rate cut +$537. delta hedge signal. every entry scored by an ensemble before execution. primary model estimates probability. secondary validates against historical resolution. Claude breaks ties using context neither model can read. when all three disagree with the market that's signal. when they agree with each other but not the market that's the fat signal. when everything aligns i skip. 644 trades. 77% win rate. sharpe 3.50. avg hold 4h. +$23,768 from $1,800 in 9 weeks. copytrade here: he stared at the number. "you know we can't ship anything like this right? regulatory. legal. six layers of review" i said Claude doesn't have a legal department. he laughed. then stopped. "i'm serious though. what you built in a weekend would take us two quarters and a compliance audit" i closed my laptop. finished my coffee. he was still sitting there when i left.

Hanako

56,877 views • 4 months ago

An Anthropic intern watched me make $38 in three minutes at Equator Coffee I was on Market Street. Laptop open. BTC 5-minute markets cycling on screen. A green fill popped. She was behind me in line. Anthropic badge on her lanyard. "Wait. Is that Claude running trades" I told her. Claude Code. Four repos. $25 a month. She sat down across from me without asking. "I'm on the evals team. We benchmark Claude's reasoning on stuff way simpler than this. You're letting it run a full execution loop with real money" I showed her the first repo. 86 million trades. Claude finds which wallets consistently win. Reverse-engineers their timing. Copies their exits. "So you're not writing trading rules. Claude is finding them on its own from the data" Exactly. It watches Binance and Coinbase diverge from Chainlink. When both exchanges move $50+ the same way and Chainlink lags - it enters. 94% follow-through. Another trade closed on screen. +$41. "How often does it trade" About 55 times a day. Out of 400+ windows. Kills 85%. Only enters when order book imbalance confirms the price signal. Three commands. 500+ markets. Claude scores them in 20 minutes. She watched the screen for a while. My setup: Claude API - $20/mo VPS - $5/mo Everything else - free 30 days. 1,847 trades. 71% win rate. +$14,200. Copytrade here: She leaned back. "We spend all day testing what Claude can do in theory. You just showed me what it does in practice" I published the full breakdown that night. She DM'd me the next morning. "My team lead read your article. He wants to know if you'll consult for us" I told him to read it again. Everything's in there. Too late to gatekeep.

Lunar

68,586 views • 4 months ago

a Renaissance intern posted his model on GitHub for 6 hours before deleting it someone in a Discord dropped the link at 1am. "this looks real. star count is zero. repo is 4 hours old. readme has internal formatting" i clicked. it was a full prediction market scoring model. four filters: > disposition ratio > category dominance > capital velocity > volume exit triggers clean Python. commented like someone who writes for a team. the readme said "internal use - do not distribute" i ran git clone so fast i typo'd the first attempt. by 3am the repo was gone. mass-deleted. commits. branches. everything. but i had it. opened Claude. gave it the code and one public repo: 2,600 stars. official framework. LLM-powered trading agents. "merge this scoring model with this execution layer. build a terminal that runs all four filters on live markets" Claude had it running by sunrise. first three days i was terrified it would break. kept checking every hour. it didn't break. it just kept scoring and entering. > AMD Xilinx - entered 52c. model said 59c. closed +7c in 2h. > Artemis launch - entered 63c. model said 85c. closed +22c in 5h. > Derecho MW - entered 71c. model said 87c. closed +16c in under 2h. disposition filter kills everything below 0.70 automatically. no override. every wallet it copies is filtered to one category. crypto wallet copies crypto. weather wallet copies weather. nothing crosses. 87% win rate. 34 markets. +$12,685. 6 strategies running simultaneously: base rate. conditional prob. liquidity snipe. delta hedge. calibration. theta decay. spread arb catching gaps live: - BTC 92K vs Kalshi gap 0.3c - Fed cut vs PredictIt gap 3.7c - Derecho vs Betfair gap 11.9c copytrade setup here: cost: Claude and a VPS. cheaper than the mass-deleted repo was worth. i checked his GitHub profile last week. still active. new repos. normal stuff. he has no idea someone cloned it. and now you're reading what was in it.

Hanako

117,572 views • 4 months ago

a drunk Jane Street quant drew his trading system on a napkin it started as a joke. someone's friend at a bar in lower manhattan. he mentioned prediction markets and this guy lit up. "i do this for a living. for a firm you've heard of" two rounds later he was drawing on a napkin. boxes. arrows. labels. "the crowd repeats six mistakes every single day. we just built detectors for each one" > base rate neglect > mispriced conditionals > thin book slippage > platform divergence > favourite bias > time decay "that's the whole system" i asked what it costs to run. "200 quants. proprietary infra. about $2M/year just to keep it on" i laughed. photographed the napkin. went home. 3am. couldn't sleep. opened Claude. fed it the photo and one GitHub repo - poly_data. 86 million trades. every wallet. every entry. said: build detectors for all six. by 4AM my laptop fan was screaming. 400+ markets scanning per hour. 8 agents deployed. terminal live. i didn't understand half of what was on screen. but the P&L number kept climbing. +$312 by breakfast. +$1,900 by end of day one. +$7,400 by end of week one. +$16,474 right now. 383 trades. 81% win rate. the scanner finds gaps like: > AAPL earnings - crowd says 77%. data says 91%. > Gold $2600 - crowd says 44%. model says 60%. > Senate filibuster - crowd says 68%. base rate says 82%. enters. waits 6 hours average. exits when the gap closes. politics at 93%. weather 79%. crypto 72%. eight agents split the work. one mirrors whales. one catches Binance lag. one fades favourites. one bleeds theta on dying contracts. his firm runs this with 200 people. mine runs on $25/month. copytrade here: texted him the screenshot yesterday. long pause. "you're not supposed to be able to do this" i know.

Hanako

244,370 views • 4 months ago

Ran into an Anthropic engineer at an airport lounge in Frankfurt last month. SFO delayed six hours. Nothing to do. I had my laptop open. Bot running. Three agents scoring markets in the background. Guy sits two seats down. Glances at my screen. Looks away. Looks back. "Is that Polymarket?" I said yeah. "You're running it with Claude Code?" I nodded. He pulled his chair closer. "I'm on the agent team. We stress-test this exact setup internally. You built it in your kitchen" I asked what stress-test meant. "Red team. We simulate what happens when someone gives Claude raw wallet data and tells it to find the winners. You're running the thing we were scared about" I showed him the scanner. One prompt. Find every wallet with 100 plus trades, 70 plus win rate. Rank by profit. Export top 50. Claude chewed through 14,000 wallets in under 4 minutes. Came back with 47. Top 20 made more than the bottom 13,000 combined. "That's not a distribution. That's a hit list" I said yeah. "And the scoring function?" Claude wrote it. I just wrapped it in an if-statement. A fill landed on screen mid-conversation. +$128 on an ETH dominance market. He stared at it. "How does it decide to enter" Three agents. Shared wallet. No shared memory. Arbitrage, convergence, whale copy. 2 of 3 agree, full size. 1 alone, half. Disagree, no trade. That consensus filter alone killed 40% of losing trades. "And the exit" The 47 whales never hold to settlement. 91% exit early. Capture 73% of max. I cut at 85% of the expected move. Or a 3x volume spike. Whichever comes first. "So you built a whale copy bot that exits before the whales" Yeah. He put his coffee down. "That's exactly the thing we gamed out in March. Management killed the internal version on policy. Nobody outside the team should have shipped this yet" I asked what he was going to do. "Fly home and pretend I didn't see it" $600 seed. 31 days. Net +$35,200. 479 trades. 75% win rate. Sharpe 2.63. I haven't touched the bot in three weeks. Copytrade for those who don't want to build - Before boarding he slid a card across the table. "When the next agent model drops, rerun your prompt. You'll see what I mean"

rari

618,879 views • 4 months ago

my Claude built me a Hydra Swarm terminal with 512 live agents a month ago i didn't know what mesh topology was now i have a swarm living on my screen that trades for me it started when i fed Claude an article about quant formulas he didn't just read it - he asked: "want to see what this looks like from the inside?" an hour later a web was living on my screen 512 agents. each one drifts. each one decides who to connect with 15,000 threads between them break and reform every second first week i just watched packets flying between nodes the web breathing the screen flickering when agents reach consensus then i turned it on with real contracts: > week 1: swarm caught chatter on iran before CNN ran the headline bought YES on ceasefire at $0.30 by friday the contract was at $0.64 +$2,840 > week 2: two polymarket contracts were linked but prices diverged swarm saw the gap. took both sides. waited convergence by wednesday +$3,190 > week 3: weather contract market gave hurricane landfall 19%. model inside the swarm said 38% bought. confirmed thursday +$3,670 > week 4: fed decision market priced "hold" at 62%. base rate at current unemployment - 74% 12 points of difference isn't an opinion. it's math bought. settled at $0.97 +$2,873 total: $12,573 in the first month i never opened polymarket manually 512 agents did it for me 24 hours a day. 7 days a week no opinions. no emotions. no "i feel like YES is underpriced" the weirdest part - i got used to it i open the terminal every morning like email watch the web breathe and the profit tick copy the bot: i didn't need to become a quant i needed a swarm that thinks for me

Hanako

127,071 views • 5 months ago

An Anthropic researcher sat next to me at Ritual Coffee in the Mission yesterday He glanced at my screen and saw the wallet tracker "Wait. Are you copytrading Polymarket wallets" I nodded. "How do you pick which ones. Most of them lose money" 87% of them. I told him that's what Claude found when it scanned 14,000 wallets. "You ran Claude on the whole chain" Yeah. 86 million trades. Every wallet. Every entry. Every exit. I asked Claude one thing. Which wallets win by category, not overall. It came back with three groups. Weather specialists. 85-94% win rate on meteorological markets. Bleed on everything else. Crypto-only. 88-96% on crypto. Lose on politics. Macro traders. 82-91% on Fed decisions and rate cuts. Dead on sports. "So you don't copy the wallet. You copy the category" Exactly. Retail mirrors the whole wallet. Smart money filters to the one category where they actually have edge. Skip the rest. He asked about speed. Profitable wallets enter 0-3 seconds after signal. Retail enters 12-18 seconds later. Same trade. Different fill. 7 cents of slippage per entry. Over 200 trades that's $1,400 gone just from being slow. "That's not intelligence. That's execution" Both. Then I showed him the third pattern. Capital velocity. Elite wallets recycle the same $500 fifty-one times a month. Retail recycles once. Same seed. 51x the work. He went quiet. Another fill landed on my screen. Weather market. +$47. Wallet for copytrading: "How long have you been running this" 11 weeks. Week 1-2. Manual. Caught 35% of trades. Lost 6 cents to slippage. +$3,100. Week 3-5. Loaded 6 wallets into Kreo. Category filter on. Priority Mode executing in the same Polygon block. Caught 78%. +$18,900. Week 6-8. Velocity filter. Only wallets recycling 40x+ monthly. +$31,400. Week 9-11. Full auto. Copying weather, crypto, macro. Trading Asia hours while I sleep. +$40,800. Total from $800. +$98,500. "What did you study" Nothing. My roommate did the first run in February and made $94K. I just copied him in April. Start in February. $94K. Start in April. $98K. Start in August. Maybe $55K. Not because the strategy stops. Because edge compresses when more people find it. He pulled out his phone and started typing. "Stanford emailed my roommate yesterday. Reconsidering his application" He didn't open it. PhD teaches you to research for 5 years. Claude taught him to find edge in one night. Wallets are on-chain. Data is public. The bottleneck was never analysis. It was category filtering and execution speed. Copytrade here: Full breakdown went up yesterday. Every wallet address. Every pattern. Every week. His manager DMed me this morning. "Any chance we can talk" I told him the article is the talk. Too late to gatekeep.

Lunar

32,816 views • 4 months ago