dev | math, quant & ai

Joined March 2021
Ochob retweeted
Holy sh*t. Grok Bot built a QUANT BOT that SKIPS 75% of Polymarket markets, and it's making me $350 A DAY 6 AI AGENTS, one algorithm, one BTC "Up or Down" market every 15 min: 1. TREND agent - who's in control (SUPERTREND) Upper = (High + Low) / 2 + 3 × ATR Lower = (High + Low) / 2 - 3 × ATR Price above the line → UP Price below the line → DOWN 2. VOLUME agent - is the move real? RVOL = Volume / Avg Volume (20) RVOL < 1.15 → FAKE MOVE, skip 3. PRICER + EDGE agents - is the crowd wrong? Polymarket price IS A PROBABILITY. 46¢ = the crowd thinks 46% EDGE = Model probability - Market price Model says 52%, market says 46¢ → 6¢ EDGE. Under 3.5¢ → SKIP 4. KELLY agent - how much to bet b = (1 - price) / price f = (p × b - (1 - p)) / b Then only ¼ of that. FULL KELLY BLOWS UP ACCOUNTS 5. CLOSER - settles, logs, repeats every 15 min Most people bet every candle. This bot waits until TREND, VOLUME and PRICE all agree That's the whole edge. ~$350 A DAY by BETTING LESS, not more Which agent would you add next?
how do you know a trading strategy still works? you don’t. unless you test it. this guide turns your AI into a research desk that does it for you: real data, real backtests, stress tests, and a path to your broker
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Holy sh*t. Grok Bot built a QUANT BOT that SKIPS 75% of Polymarket markets, and it's making me $350 A DAY 6 AI AGENTS, one algorithm, one BTC "Up or Down" market every 15 min: 1. TREND agent - who's in control (SUPERTREND) Upper = (High + Low) / 2 + 3 × ATR Lower = (High + Low) / 2 - 3 × ATR Price above the line → UP Price below the line → DOWN 2. VOLUME agent - is the move real? RVOL = Volume / Avg Volume (20) RVOL < 1.15 → FAKE MOVE, skip 3. PRICER + EDGE agents - is the crowd wrong? Polymarket price IS A PROBABILITY. 46¢ = the crowd thinks 46% EDGE = Model probability - Market price Model says 52%, market says 46¢ → 6¢ EDGE. Under 3.5¢ → SKIP 4. KELLY agent - how much to bet b = (1 - price) / price f = (p × b - (1 - p)) / b Then only ¼ of that. FULL KELLY BLOWS UP ACCOUNTS 5. CLOSER - settles, logs, repeats every 15 min Most people bet every candle. This bot waits until TREND, VOLUME and PRICE all agree That's the whole edge. ~$350 A DAY by BETTING LESS, not more Which agent would you add next?
how do you know a trading strategy still works? you don’t. unless you test it. this guide turns your AI into a research desk that does it for you: real data, real backtests, stress tests, and a path to your broker
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Ochob retweeted
Grok Bot just called my internet provider and cut my bill by €180 a year. I didn't say a word. I sent it one message: "Call my internet provider. I've been a customer since 2021. Find what new customers pay, ask for retention, and don't accept anything above the new-customer price." What it did: → found my bill in Gmail: €50/mo → checked what new customers pay for the same speed → called, sat on hold, asked for retention → landed at €35/mo €50 → €35. €180 a year back. The exact message is above. Try it before they learn to recognize the voice.
how do you know a trading strategy still works? you don’t. unless you test it. this guide turns your AI into a research desk that does it for you: real data, real backtests, stress tests, and a path to your broker
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Grok Bot just called my internet provider and cut my bill by €180 a year. I didn't say a word. I sent it one message: "Call my internet provider. I've been a customer since 2021. Find what new customers pay, ask for retention, and don't accept anything above the new-customer price." What it did: → found my bill in Gmail: €50/mo → checked what new customers pay for the same speed → called, sat on hold, asked for retention → landed at €35/mo €50 → €35. €180 a year back. The exact message is above. Try it before they learn to recognize the voice.
how do you know a trading strategy still works? you don’t. unless you test it. this guide turns your AI into a research desk that does it for you: real data, real backtests, stress tests, and a path to your broker
4
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432
Ochob retweeted
the Grok Bot team quietly put their own bot templates in the marketplace and holy sh*t, it's the best shortcut i've found this year you don't start from a blank prompt. you import a bot built for one job, connect your tools, and tweak it 10 i'd actually use: bot 1 → dr eggbot asks you a few questions and builds the specialist bot you need. a bot that makes bots bot 2 → Lingxi's Engineer Bot runs cloud coding agents and tracks every PR. you just review and merge bot 3 → Projects Manager runs your projects from Notion and hands tasks to the other bots bot 4 → Startup QA Bot tests your product every day in a test account and files bugs with steps to reproduce bot 5 → Nightly Audit Engineer audits your codebase overnight and ships one cleanup PR per area bot 6 → Haggle Bot finds SaaS you're overpaying for and drafts the vendor counteroffer bot 7 → Stalk Bot watches your competitors and tells you what changed. never posts or contacts anyone bot 8 → Sell Bot handles outreach, calls, proposals and onboarding, and only sends what you approve bot 9 → AI Search Visibility checks whether ChatGPT, Grok and Google actually recommend your company bot 10 → Video Editor cuts raw footage into captioned vertical clips, with an edit plan you approve first if you only try one, start with dr eggbot. it builds the rest for you which one are you adding first?
how do you know a trading strategy still works? you don’t. unless you test it. this guide turns your AI into a research desk that does it for you: real data, real backtests, stress tests, and a path to your broker
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the Grok Bot team quietly put their own bot templates in the marketplace and holy sh*t, it's the best shortcut i've found this year you don't start from a blank prompt. you import a bot built for one job, connect your tools, and tweak it 10 i'd actually use: bot 1 → dr eggbot asks you a few questions and builds the specialist bot you need. a bot that makes bots bot 2 → Lingxi's Engineer Bot runs cloud coding agents and tracks every PR. you just review and merge bot 3 → Projects Manager runs your projects from Notion and hands tasks to the other bots bot 4 → Startup QA Bot tests your product every day in a test account and files bugs with steps to reproduce bot 5 → Nightly Audit Engineer audits your codebase overnight and ships one cleanup PR per area bot 6 → Haggle Bot finds SaaS you're overpaying for and drafts the vendor counteroffer bot 7 → Stalk Bot watches your competitors and tells you what changed. never posts or contacts anyone bot 8 → Sell Bot handles outreach, calls, proposals and onboarding, and only sends what you approve bot 9 → AI Search Visibility checks whether ChatGPT, Grok and Google actually recommend your company bot 10 → Video Editor cuts raw footage into captioned vertical clips, with an edit plan you approve first if you only try one, start with dr eggbot. it builds the rest for you which one are you adding first?
how do you know a trading strategy still works? you don’t. unless you test it. this guide turns your AI into a research desk that does it for you: real data, real backtests, stress tests, and a path to your broker
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Ochob retweeted
Holy sh*t. I ran Grok Bot through every crash since 2000 and it made money in almost all of them. → 2008: S&P -37%. Bot +28% → 2022: S&P -18%. Bot +26% → it trades 40 futures - stocks, bonds, gold, oil, FX, bitcoin → it loses 64% of its trades. Still ends up 3.8x → one rule: follow the trend, cut the losers fast The twist: it LOST to the S&P overall. $38k vs $75k. But mix them 50/50 and you keep most of the gains while your worst drop goes from -51% to -15%. That's what hedge funds actually sell. Not returns. Smaller drawdowns. Would you rather make 7.5x with a -51% crash, or 6.4x with -15%?
how do you know a trading strategy still works? you don’t. unless you test it. this guide turns your AI into a research desk that does it for you: real data, real backtests, stress tests, and a path to your broker
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Holy sh*t. I ran Grok Bot through every crash since 2000 and it made money in almost all of them. → 2008: S&P -37%. Bot +28% → 2022: S&P -18%. Bot +26% → it trades 40 futures - stocks, bonds, gold, oil, FX, bitcoin → it loses 64% of its trades. Still ends up 3.8x → one rule: follow the trend, cut the losers fast The twist: it LOST to the S&P overall. $38k vs $75k. But mix them 50/50 and you keep most of the gains while your worst drop goes from -51% to -15%. That's what hedge funds actually sell. Not returns. Smaller drawdowns. Would you rather make 7.5x with a -51% crash, or 6.4x with -15%?
how do you know a trading strategy still works? you don’t. unless you test it. this guide turns your AI into a research desk that does it for you: real data, real backtests, stress tests, and a path to your broker
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1,247
Ochob retweeted
Holy sh*t. Tesla's Roadster rolls over 5 cars and doesn't burn a single drop doing it. I had Grok Bot break down what's under the hood: → STORE: 2 carbon-wrapped tanks, 250 kg of air squeezed into 600 L → ROUTE: software opens 10 valves, burst by burst → FIRE: bottom nozzles lift, rear push, sides roll it → GRIP: diffuser fans suck it down at 2 G, enough to drive upside down → CATCH: bottom nozzles fire again before it lands Grok Bot's math: 0-60 in 1 second = 2.7 G. A Falcon 9 leaves the pad gentler. And while everyone was watching the car, Grok Bot was watching the chart: $TSLA +3.4% overnight after the flight. Next week I'm letting it trade the next big tech event live. Every move posted here. Would you put $250k down for a car that flies on air?
how do you know a trading strategy still works? you don’t. unless you test it. this guide turns your AI into a research desk that does it for you: real data, real backtests, stress tests, and a path to your broker
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Holy sh*t. Tesla's Roadster rolls over 5 cars and doesn't burn a single drop doing it. I had Grok Bot break down what's under the hood: → STORE: 2 carbon-wrapped tanks, 250 kg of air squeezed into 600 L → ROUTE: software opens 10 valves, burst by burst → FIRE: bottom nozzles lift, rear push, sides roll it → GRIP: diffuser fans suck it down at 2 G, enough to drive upside down → CATCH: bottom nozzles fire again before it lands Grok Bot's math: 0-60 in 1 second = 2.7 G. A Falcon 9 leaves the pad gentler. And while everyone was watching the car, Grok Bot was watching the chart: $TSLA +3.4% overnight after the flight. Next week I'm letting it trade the next big tech event live. Every move posted here. Would you put $250k down for a car that flies on air?
how do you know a trading strategy still works? you don’t. unless you test it. this guide turns your AI into a research desk that does it for you: real data, real backtests, stress tests, and a path to your broker
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Ochob retweeted
Holy sh*t. I turned Grok Bot into a 6-person hedge fund desk and it said no 9,997 times in one night. Steal this setup: → SCOUT: watches every new Solana mint → RUG GUARD: kills it if dev can still mint, liquidity under $15k or dev holds 8%+ → QUANT: checks if the buyers are real people or bots → RISK: argues against the trade and cuts the size in half → TRADER: stop -25%, sells half at +50%, trails the rest → LEDGER: logs every win and every miss 10,000 coins in. 3 survive. It buys 1. The edge isn't finding winners. It's having someone whose only job is saying no. Which agent are you missing when you trade alone?
how do you know a trading strategy still works? you don’t. unless you test it. this guide turns your AI into a research desk that does it for you: real data, real backtests, stress tests, and a path to your broker
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Holy sh*t. I turned Grok Bot into a 6-person hedge fund desk and it said no 9,997 times in one night. Steal this setup: → SCOUT: watches every new Solana mint → RUG GUARD: kills it if dev can still mint, liquidity under $15k or dev holds 8%+ → QUANT: checks if the buyers are real people or bots → RISK: argues against the trade and cuts the size in half → TRADER: stop -25%, sells half at +50%, trails the rest → LEDGER: logs every win and every miss 10,000 coins in. 3 survive. It buys 1. The edge isn't finding winners. It's having someone whose only job is saying no. Which agent are you missing when you trade alone?
how do you know a trading strategy still works? you don’t. unless you test it. this guide turns your AI into a research desk that does it for you: real data, real backtests, stress tests, and a path to your broker
7
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Ochob retweeted
Holy sh*t. Grok Bot just threw out 9,999 coins to find one. Everyone wants a bot that finds winners. The real job is throwing out the trash. Every new coin goes through 5 checks, and one fail means it's gone: → RUG CHECK: can the dev still mint or freeze your tokens? Out → LIQUIDITY: pool under $15k? Out → DEV WALLET: dev holds more than 8%? Out → HOLDERS: top 10 wallets own over 35%? Out → MOMENTUM: are the buyers real people or bots? Bots = out 10,000 in. 2,140 left after the first check. 3 make it to the end. It buys 1. Most people buy the coin that's pumping. The bot buys the coin that's left when everything else fails. Which check would have saved you from your worst rug?
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Holy sh*t. Grok Bot just threw out 9,999 coins to find one. Everyone wants a bot that finds winners. The real job is throwing out the trash. Every new coin goes through 5 checks, and one fail means it's gone: → RUG CHECK: can the dev still mint or freeze your tokens? Out → LIQUIDITY: pool under $15k? Out → DEV WALLET: dev holds more than 8%? Out → HOLDERS: top 10 wallets own over 35%? Out → MOMENTUM: are the buyers real people or bots? Bots = out 10,000 in. 2,140 left after the first check. 3 make it to the end. It buys 1. Most people buy the coin that's pumping. The bot buys the coin that's left when everything else fails. Which check would have saved you from your worst rug?
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Ochob retweeted
I still don't understand why traders let one model do everything. Opus 5.5 reading the chart, sizing the trade and placing the order is how you blow up at 3am. So my night desk splits the job: → Opus 5.5 reads the tape and finds the dip → a z-score decides if it's actually a trade → the sizer sets size from volatility, not vibes → Jev checks every ticket against hard rules before it ships → exec fills it, the journal logs it In the video: one ticket passes, one gets blocked 6 minutes before funding, one gets cut in half because vol spiked. The model does the thinking. The rules decide what gets sent. Would you let a model trade without a gate?
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I still don't understand why traders let one model do everything. Opus 5.5 reading the chart, sizing the trade and placing the order is how you blow up at 3am. So my night desk splits the job: → Opus 5.5 reads the tape and finds the dip → a z-score decides if it's actually a trade → the sizer sets size from volatility, not vibes → Jev checks every ticket against hard rules before it ships → exec fills it, the journal logs it In the video: one ticket passes, one gets blocked 6 minutes before funding, one gets cut in half because vol spiked. The model does the thinking. The rules decide what gets sent. Would you let a model trade without a gate?
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Ochob retweeted
Opus 5.5 is f**king insane. I typed "build me a buy-the-dip bot" and it came back with 6 questions before writing any code: → what to trade? BTC and ETH perps. Alt books are too thin → what's a dip? price far below VWAP, not just a red candle z = (price - VWAP) / σ → when to buy? z under -2.5 → when to sell? back at VWAP, or after 6 hours if it never gets there → how much? size by volatility. Full Kelly wipes you out eventually → what stops it? a risk gate (Jev) that can block any order I only had an answer for the first two. Buying the dip was never the hard part. Knowing when you're wrong is. Time stop or no time stop?
opus 5.5 is the most dangerous AI model for trading right now it gives you 1M token context and always-on reasoning that can discover new profitable trading strategies for you 24/7 if you set it up correctly, you gain superpowers
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Opus 5.5 is f**king insane. I typed "build me a buy-the-dip bot" and it came back with 6 questions before writing any code: → what to trade? BTC and ETH perps. Alt books are too thin → what's a dip? price far below VWAP, not just a red candle z = (price - VWAP) / σ → when to buy? z under -2.5 → when to sell? back at VWAP, or after 6 hours if it never gets there → how much? size by volatility. Full Kelly wipes you out eventually → what stops it? a risk gate (Jev) that can block any order I only had an answer for the first two. Buying the dip was never the hard part. Knowing when you're wrong is. Time stop or no time stop?
opus 5.5 is the most dangerous AI model for trading right now it gives you 1M token context and always-on reasoning that can discover new profitable trading strategies for you 24/7 if you set it up correctly, you gain superpowers
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Ochob retweeted
i don't understand why no one uses Opus 5.5 to build a QUANT DESK not to trade. to BUILD it 6 steps, 6 different deciders: → data: Haiku 4.5 cleans the ticks → alpha: Opus 5.5 hunts for the edge → backtest: CODE. walk-forward, 12 folds → risk gate: Jev. trade, resize or block in 0.3s → sizing: CODE. size = risk budget / stop distance → execution: CODE. VWAP slices the trick: Opus works on the HARDEST question, finding the edge. it never grades its own backtest, never picks the size, never sends the order smartest model on the hardest problem. boring code on anything that moves money which step would you trust a model with?
opus 5.5 is the most dangerous AI model for trading right now it gives you 1M token context and always-on reasoning that can discover new profitable trading strategies for you 24/7 if you set it up correctly, you gain superpowers
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i don't understand why no one uses Opus 5.5 to build a QUANT DESK not to trade. to BUILD it 6 steps, 6 different deciders: → data: Haiku 4.5 cleans the ticks → alpha: Opus 5.5 hunts for the edge → backtest: CODE. walk-forward, 12 folds → risk gate: Jev. trade, resize or block in 0.3s → sizing: CODE. size = risk budget / stop distance → execution: CODE. VWAP slices the trick: Opus works on the HARDEST question, finding the edge. it never grades its own backtest, never picks the size, never sends the order smartest model on the hardest problem. boring code on anything that moves money which step would you trust a model with?
opus 5.5 is the most dangerous AI model for trading right now it gives you 1M token context and always-on reasoning that can discover new profitable trading strategies for you 24/7 if you set it up correctly, you gain superpowers
10
1
19
809