AI engineer · AI agents · Automations. @CELE8EX

Joined March 2025
RetroChainer retweeted
This is f*cking gold.. $10,000 ON TSLA. 11 ROLES ARGUED BEFORE EVERY TRADE, AND MY DESK FINISHED $1,530 AHEAD OF EVERYONE WHO JUST HELD. this is tradingagents. 115k stars, apache-2.0, a whole trading desk in one terminal. → 4 analysts: technical, sentiment, news, fundamentals → a bull and a bear argue it out → a trader, then 3 risk voices: aggressive, neutral, safe → the pm signs off or nothing happens honestly my favourite line is the vote bar. bull 67%, bear 33%, decision buy. i kept the boring job for myself: being the pm. the whole debate is on screen in the clip.
if you want to build an AI trading system from scratch, start with this article you will end up with real market data, real backtests and a bot that trades for you 24/7
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This is f*cking gold.. $10,000 ON TSLA. 11 ROLES ARGUED BEFORE EVERY TRADE, AND MY DESK FINISHED $1,530 AHEAD OF EVERYONE WHO JUST HELD. this is tradingagents. 115k stars, apache-2.0, a whole trading desk in one terminal. → 4 analysts: technical, sentiment, news, fundamentals → a bull and a bear argue it out → a trader, then 3 risk voices: aggressive, neutral, safe → the pm signs off or nothing happens honestly my favourite line is the vote bar. bull 67%, bear 33%, decision buy. i kept the boring job for myself: being the pm. the whole debate is on screen in the clip.
if you want to build an AI trading system from scratch, start with this article you will end up with real market data, real backtests and a bot that trades for you 24/7
7
1
39
1,930
RetroChainer retweeted
This is f*cking gold.. A FREE MARKET-MAKING BOT TOOK 60 PAPER TRADES ON BITCOIN AND MADE $4.12. ONE SQUARE ON THE HEATMAP UNDER IT SAYS IT COULD HAVE MADE $16.85. this is hummingbot. 20.7k stars, apache-2.0, a market-making bot you run yourself. → it sits on both sides of the btc-usdt book, 0.12% above and below the price → 0.002 btc per order, paper money on binance → 29 buys, 31 sells, and the pnl is red for a while before it turns green → then it sweeps every bid and ask spread over the last 23 hours of bars honestly my favourite part is how small the number is. $4.12. nobody screenshots that. i kept the boring job for myself: picking the spread. which setting made $16.85 is on screen in the clip.
if you want to build an AI trading system from scratch, start with this article you will end up with real market data, real backtests and a bot that trades for you 24/7
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This is f*cking gold.. A FREE MARKET-MAKING BOT TOOK 60 PAPER TRADES ON BITCOIN AND MADE $4.12. ONE SQUARE ON THE HEATMAP UNDER IT SAYS IT COULD HAVE MADE $16.85. this is hummingbot. 20.7k stars, apache-2.0, a market-making bot you run yourself. → it sits on both sides of the btc-usdt book, 0.12% above and below the price → 0.002 btc per order, paper money on binance → 29 buys, 31 sells, and the pnl is red for a while before it turns green → then it sweeps every bid and ask spread over the last 23 hours of bars honestly my favourite part is how small the number is. $4.12. nobody screenshots that. i kept the boring job for myself: picking the spread. which setting made $16.85 is on screen in the clip.
if you want to build an AI trading system from scratch, start with this article you will end up with real market data, real backtests and a bot that trades for you 24/7
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5
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5,606
RetroChainer retweeted
YOUR $30 GROK BOT CAN SHOP WITH A FRESH SINGLE-USE CARD EVERY TIME, READ YOUR BANK THROUGH PLAID AND FILL PASSWORDS FROM 1PASSWORD. IT STILL CAN'T SPEND A DOLLAR WITHOUT YOU. this is the grok bot a-to-z map. every feature, limit and hack on one page. → one cloud computer shared by every bot, and /workspace is the only safe folder → 21 apps to connect, from gmail to coinbase → @bot under any post sends it straight to your main bot → every spend waits for your approval honestly my favourite line is in group chats: "no owner · 20 messages, nothing done." i kept the boring job for myself: approving the spend. what "stop now" doesn't do is on screen in the clip.
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YOUR $30 GROK BOT CAN SHOP WITH A FRESH SINGLE-USE CARD EVERY TIME, READ YOUR BANK THROUGH PLAID AND FILL PASSWORDS FROM 1PASSWORD. IT STILL CAN'T SPEND A DOLLAR WITHOUT YOU. this is the grok bot a-to-z map. every feature, limit and hack on one page. → one cloud computer shared by every bot, and /workspace is the only safe folder → 21 apps to connect, from gmail to coinbase → @bot under any post sends it straight to your main bot → every spend waits for your approval honestly my favourite line is in group chats: "no owner · 20 messages, nothing done." i kept the boring job for myself: approving the spend. what "stop now" doesn't do is on screen in the clip.
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RetroChainer retweeted
This is f*cking gold.. A RULE WON 11 OF 15 TRADES AND TURNED $10,000 INTO $10,770. ONE BUY DID SOMETHING ELSE. it's vn. py, 46k stars, the open-source quant platform out of china. five years on amd, and the rule does one thing: buy the dip, sell the bounce. it was right 11 times. it paid 2.90% in fees to be right. and its drawdown still hit -57%. honestly a 73% win rate looks great in a screenshot. the final balance doesn't care. that one buy is on screen in the clip.
Finally... AI trading system that I trust with my money Built on Jane Street’s rules, the firm behind ~10% of US stocks 6 GrokBot + Opus 5.5 agents find, test and kill trades 24/7 while you sleep In this article, I show you how to build it:
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This is f*cking gold.. A RULE WON 11 OF 15 TRADES AND TURNED $10,000 INTO $10,770. ONE BUY DID SOMETHING ELSE. it's vn. py, 46k stars, the open-source quant platform out of china. five years on amd, and the rule does one thing: buy the dip, sell the bounce. it was right 11 times. it paid 2.90% in fees to be right. and its drawdown still hit -57%. honestly a 73% win rate looks great in a screenshot. the final balance doesn't care. that one buy is on screen in the clip.
Finally... AI trading system that I trust with my money Built on Jane Street’s rules, the firm behind ~10% of US stocks 6 GrokBot + Opus 5.5 agents find, test and kill trades 24/7 while you sleep In this article, I show you how to build it:
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RetroChainer retweeted
THESE 2 FREE REPOS SHOULD HONESTLY BE ILLEGAL. ONE SENTENCE TO CLAUDE CODE, 60 SECONDS OF WATCHING, AND A DESKTOP TRADING CHART IS RUNNING ON 4 EXCHANGES IN YOUR TERMINAL FOR $0. they're called rea and ccxt. both open source. here's how it works: > rea reads 18,402 trades and finds how the app builds its footprint chart > it rebuilds it in 256 lines, 12 of 12 tests passed > ccxt feeds it binance, okx, bybit and coinbase at once here's how to run it: 1 → pip install ccxt 2 → plug rea into claude code 3 → ask it to rebuild one chart in your terminal honestly the spread line is the part i keep watching: buy coinbase, sell bybit, 11.3 bps. how the replay ends is on screen in the clip. i won't say anything more. bookmark this ↓
if you want to build an AI trading system from scratch, start with this article you will end up with real market data, real backtests and a bot that trades for you 24/7
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THESE 2 FREE REPOS SHOULD HONESTLY BE ILLEGAL. ONE SENTENCE TO CLAUDE CODE, 60 SECONDS OF WATCHING, AND A DESKTOP TRADING CHART IS RUNNING ON 4 EXCHANGES IN YOUR TERMINAL FOR $0. they're called rea and ccxt. both open source. here's how it works: > rea reads 18,402 trades and finds how the app builds its footprint chart > it rebuilds it in 256 lines, 12 of 12 tests passed > ccxt feeds it binance, okx, bybit and coinbase at once here's how to run it: 1 → pip install ccxt 2 → plug rea into claude code 3 → ask it to rebuild one chart in your terminal honestly the spread line is the part i keep watching: buy coinbase, sell bybit, 11.3 bps. how the replay ends is on screen in the clip. i won't say anything more. bookmark this ↓
if you want to build an AI trading system from scratch, start with this article you will end up with real market data, real backtests and a bot that trades for you 24/7
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RetroChainer retweeted
LIFE OF PI NEEDED ABOUT $120 MILLION TO PUT A BOY NEXT TO A TIGER. ONE ZOO RAILING JUST PUT A WHOLE CROWD NEXT TO FOUR, AND THEY'RE ALREADY WALKING OVER. phones up, every finger pointing down. the railing bends, and they all go over. for a second the tigers just lie there in the shade. then all four get up. the bald guy in the white t-shirt just sits there. the last frame is the best one. watch how close they get.
I seriously don't understand why Hollywood still burns millions on green rooms like this one. before this, a shot like the bottom one went to a VFX team for weeks before anyone saw a cliff or a dinosaur behind the actors. that take went into Pollo Recast and came back with a jungle full of dinosaurs. made with @itsPolloAI 👇
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LIFE OF PI NEEDED ABOUT $120 MILLION TO PUT A BOY NEXT TO A TIGER. ONE ZOO RAILING JUST PUT A WHOLE CROWD NEXT TO FOUR, AND THEY'RE ALREADY WALKING OVER. phones up, every finger pointing down. the railing bends, and they all go over. for a second the tigers just lie there in the shade. then all four get up. the bald guy in the white t-shirt just sits there. the last frame is the best one. watch how close they get.
I seriously don't understand why Hollywood still burns millions on green rooms like this one. before this, a shot like the bottom one went to a VFX team for weeks before anyone saw a cliff or a dinosaur behind the actors. that take went into Pollo Recast and came back with a jungle full of dinosaurs. made with @itsPolloAI 👇
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RetroChainer retweeted
I WALKED INTO AN OFFICE WHERE ALL 18 DESKS ARE RUN BY AI. ENTRY WAS $0, AND THE GUY IN PARTNERSHIPS OPENED WITH "ARE YOU BUYING, BUILDING, OR PRACTICING A PITCH ON ME?" this is the pal's office by tavus. a 3d office in your browser, an ai at every desk. → wasd to walk, e to start talking → it asks for your camera and mic, so the pal can see and hear you → you talk, it answers with a face and a voice i asked tim to say something special about the place. he went straight to the fog rolling over the downtown towers. honestly that's my favourite part. an ai with an opinion about the view. i kept the boring job for myself: walking to the next desk. what he says is parked down the hall is on screen in the clip.
I asked Claude to build an office for the @tavus PALs... I was not expecting it to build THAT kind of office
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I WALKED INTO AN OFFICE WHERE ALL 18 DESKS ARE RUN BY AI. ENTRY WAS $0, AND THE GUY IN PARTNERSHIPS OPENED WITH "ARE YOU BUYING, BUILDING, OR PRACTICING A PITCH ON ME?" this is the pal's office by tavus. a 3d office in your browser, an ai at every desk. → wasd to walk, e to start talking → it asks for your camera and mic, so the pal can see and hear you → you talk, it answers with a face and a voice i asked tim to say something special about the place. he went straight to the fog rolling over the downtown towers. honestly that's my favourite part. an ai with an opinion about the view. i kept the boring job for myself: walking to the next desk. what he says is parked down the hall is on screen in the clip.
I asked Claude to build an office for the @tavus PALs... I was not expecting it to build THAT kind of office
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1,152
RetroChainer retweeted
THESE 2 FREE REPOS SHOULD HONESTLY BE ILLEGAL. A TRADING APP KEPT ITS INDICATOR IN 2,914 MODULES. ONE QUESTION LATER IT WAS 118 LINES OF PYTHON IN A $0 BOT. they're called rea and freqtrade. both open source. here's how it works: > rea finds the logic: ema 9/21 plus an atr band × 1.7 > it tells you the one thing it couldn't see > freqtrade backtests it on 214 trades, then runs it in dry-run here's how to run it: 1 → plug rea into claude code 2 → ask about one indicator 3 → freqtrade backtesting honestly the "unknowns" line is the part i trust most. it admits what it missed. how the backtest came out is on screen in the clip. i won't say anything more. bookmark this ↓
if you want to build an AI trading system from scratch, start with this article you will end up with real market data, real backtests and a bot that trades for you 24/7
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THESE 2 FREE REPOS SHOULD HONESTLY BE ILLEGAL. A TRADING APP KEPT ITS INDICATOR IN 2,914 MODULES. ONE QUESTION LATER IT WAS 118 LINES OF PYTHON IN A $0 BOT. they're called rea and freqtrade. both open source. here's how it works: > rea finds the logic: ema 9/21 plus an atr band × 1.7 > it tells you the one thing it couldn't see > freqtrade backtests it on 214 trades, then runs it in dry-run here's how to run it: 1 → plug rea into claude code 2 → ask about one indicator 3 → freqtrade backtesting honestly the "unknowns" line is the part i trust most. it admits what it missed. how the backtest came out is on screen in the clip. i won't say anything more. bookmark this ↓
if you want to build an AI trading system from scratch, start with this article you will end up with real market data, real backtests and a bot that trades for you 24/7
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3,224
RetroChainer retweeted
This is f*cking gold.. SOMEONE TOOK A $30 GROK BOT APART. 14 PARTS, AND ONE FILE TURNS IT INTO AN ENGINEER. it's the grok bot bench. strip it to the frame, build it back, plug it in, give it a job. → base routes the work → builder builds the bots → engineering reproduces the bug, runs it, proves it, opens a PR every bot is the same sphere on the same board. the skill cards and one .md file make the job. copy the file, paste it, done. honestly the exploded view is my favourite part. 14 parts, nothing hidden. i kept the boring job for myself: reviewing the PR. the rule that makes it stop is on screen in the clip.
I put together one guide for anyone who wants a workflow like the SpaceXSI team's. One message builds your whole Grok Bot setup. Plus the team's rules, prompt habits, routines and permissions. Every setup is a block you paste. 16-min read. Save it ↓
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This is f*cking gold.. SOMEONE TOOK A $30 GROK BOT APART. 14 PARTS, AND ONE FILE TURNS IT INTO AN ENGINEER. it's the grok bot bench. strip it to the frame, build it back, plug it in, give it a job. → base routes the work → builder builds the bots → engineering reproduces the bug, runs it, proves it, opens a PR every bot is the same sphere on the same board. the skill cards and one .md file make the job. copy the file, paste it, done. honestly the exploded view is my favourite part. 14 parts, nothing hidden. i kept the boring job for myself: reviewing the PR. the rule that makes it stop is on screen in the clip.
I put together one guide for anyone who wants a workflow like the SpaceXSI team's. One message builds your whole Grok Bot setup. Plus the team's rules, prompt habits, routines and permissions. Every setup is a block you paste. 16-min read. Save it ↓
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RetroChainer retweeted
THIS FREE GITHUB REPO SHOULD HONESTLY BE ILLEGAL. BLOOMBERG CHARGES ~$30K A YEAR FOR ONE SEAT, AND 60K+ PEOPLE STARRED A WHOLE AI HEDGE FUND TEAM THAT RUNS ON A LAPTOP. it's called ai-hedge-fund. 11.3k forks, 46 contributors, MIT license. here's how it works: > investor agents argue every trade. a druckenmiller agent reads the trend, a lynch agent checks the growth > a risk gate caps any single name at 25% > an approval step shows you the exact orders before anything moves > every fill lands in a hash-chained ledger here's how to run it: 1 → pipx install aihf 2 → pick a universe: NVDA, AMD, AVGO, TSM 3 → set 3 funds and a daily cadence 4 → press enter to approve, k for the kill switch 5 → backtest each fund against SPY from 2024 to 2026 honestly the kill switch on one key is the part i'd steal first. how the momentum fund did against SPY is on screen in the clip. i won't say anything more. bookmark this ↓
if you want to build an AI trading system from scratch, start with this article you will end up with real market data, real backtests and a bot that trades for you 24/7
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THIS FREE GITHUB REPO SHOULD HONESTLY BE ILLEGAL. BLOOMBERG CHARGES ~$30K A YEAR FOR ONE SEAT, AND 60K+ PEOPLE STARRED A WHOLE AI HEDGE FUND TEAM THAT RUNS ON A LAPTOP. it's called ai-hedge-fund. 11.3k forks, 46 contributors, MIT license. here's how it works: > investor agents argue every trade. a druckenmiller agent reads the trend, a lynch agent checks the growth > a risk gate caps any single name at 25% > an approval step shows you the exact orders before anything moves > every fill lands in a hash-chained ledger here's how to run it: 1 → pipx install aihf 2 → pick a universe: NVDA, AMD, AVGO, TSM 3 → set 3 funds and a daily cadence 4 → press enter to approve, k for the kill switch 5 → backtest each fund against SPY from 2024 to 2026 honestly the kill switch on one key is the part i'd steal first. how the momentum fund did against SPY is on screen in the clip. i won't say anything more. bookmark this ↓
if you want to build an AI trading system from scratch, start with this article you will end up with real market data, real backtests and a bot that trades for you 24/7
7
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4,010