AI engineer · AI agents · Automations. @CELE8EX
Joined March 2025
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RetroChainer retweeted
THESE 6 FREE REPOS SHOULD HONESTLY BE ILLEGAL. BLOOMBERG SPENT ~$2.67M TRAINING ITS OWN FINANCE AI. ONE OF THESE TRAINED ON A SINGLE GAMING GPU FOR $17.25.
they're openbb, kronos, yfinance, fingpt, ta-lib and rea. 585k github stars between them.
here's how it works:
> yfinance and openbb pull the data
> kronos reads the candles, fingpt reads the news, ta-lib runs the indicators
> a bull and a bear argue, and the pm makes one call a day on aapl
here's how to run it:
1 → pip install yfinance openbb
2 → python desk. py --ticker AAPL --data yfinance
3 → read the model votes before the pm decides
honestly the fingpt row in its readme is the part i keep rereading. 1 × rtx 3090, 17.25 hours.
the pm's last call is on screen in the clip. i won't say anything more.
bookmark this ↓
THESE 6 FREE REPOS SHOULD HONESTLY BE ILLEGAL. BLOOMBERG SPENT ~$2.67M TRAINING ITS OWN FINANCE AI. ONE OF THESE TRAINED ON A SINGLE GAMING GPU FOR $17.25.
they're openbb, kronos, yfinance, fingpt, ta-lib and rea. 585k github stars between them.
here's how it works:
> yfinance and openbb pull the data
> kronos reads the candles, fingpt reads the news, ta-lib runs the indicators
> a bull and a bear argue, and the pm makes one call a day on aapl
here's how to run it:
1 → pip install yfinance openbb
2 → python desk. py --ticker AAPL --data yfinance
3 → read the model votes before the pm decides
honestly the fingpt row in its readme is the part i keep rereading. 1 × rtx 3090, 17.25 hours.
the pm's last call is on screen in the clip. i won't say anything more.
bookmark this ↓
RetroChainer retweeted
THESE 6 FREE REPOS SHOULD HONESTLY BE ILLEGAL. 600K GITHUB STARS, $0, AND ONE BITCOIN BOT WHERE 4 SIGNALS VOTE LONG OR SHORT EVERY 5 MINUTES.
they're freqtrade, ccxt, hummingbot, nautilus_trader, vn. py and rea. all open source.
here's how it works:
> rea maps an exchange app's order flow into 4 signals: trend, momentum, volume, taker flow
> they vote long or short, the strategy sizes it, risk checks it
> freqtrade executes on btc
here's how to run it:
1 → pip install freqtrade
2 → freqtrade trade --strategy ReaFlow
3 → watch the 4 votes before it executes
honestly the long % line is the part i keep watching. 95% at 09:15, 67% an hour later.
the last call is on screen in the clip. i won't say anything more.
bookmark this ↓
THESE 6 FREE REPOS SHOULD HONESTLY BE ILLEGAL. 600K GITHUB STARS, $0, AND ONE BITCOIN BOT WHERE 4 SIGNALS VOTE LONG OR SHORT EVERY 5 MINUTES.
they're freqtrade, ccxt, hummingbot, nautilus_trader, vn. py and rea. all open source.
here's how it works:
> rea maps an exchange app's order flow into 4 signals: trend, momentum, volume, taker flow
> they vote long or short, the strategy sizes it, risk checks it
> freqtrade executes on btc
here's how to run it:
1 → pip install freqtrade
2 → freqtrade trade --strategy ReaFlow
3 → watch the 4 votes before it executes
honestly the long % line is the part i keep watching. 95% at 09:15, 67% an hour later.
the last call is on screen in the clip. i won't say anything more.
bookmark this ↓
THESE 6 FREE REPOS SHOULD HONESTLY BE ILLEGAL. A QUANT RESEARCHER COSTS A FUND ~$200K A YEAR. THIS DESK HAS 4 ANALYSTS, A BULL, A BEAR AND A PM, AND IT COSTS $0.
they're tradingagents, ai-hedge-fund, vibe-trading, qlib, finrl and rea. 685k github stars between them.
here's how it works:
> rea maps the app's signal to 4 analysts: technical, sentiment, news, fundamentals
> a bull and a bear argue, a trader proposes, risk checks it
> the pm makes one call a day on nvda
here's how to run it:
1 → pick one desk to start, not all six
2 → tradingagents --ticker NVDA --analysts all
3 → read the analyst votes before the pm decides
honestly the vote heatmap is the part i keep watching. 90 sessions, one row per analyst.
the pm's last call is on screen in the clip. i won't say anything more.
bookmark this ↓
RetroChainer retweeted
THIS FREE REPO SHOULD HONESTLY BE ILLEGAL. YOU TYPE ONE SENTENCE, "MAKE A MARKET ON BTC-USDT", AND A $0 AGENT STARTS BUYING AND SELLING BITCOIN ON BOTH SIDES OF THE BOOK.
it's called vibe-trading. 36.8k stars, MIT, one command.
here's how it works:
> it picks its market-making skill and quotes 0.12% above and below the price
> it keeps its inventory between 40 and 60%, so it never leans too far one way
> then it sweeps every spread over the last 23 hours to find a better one
here's how to run it:
1 → pip install vibe-trading-ai
2 → vibe-trading run -p "make a market on BTC-USDT"
3 → let it requote and watch the fills
honestly the sweep is the part i keep watching. one square on it says +$16.85.
which square is on screen in the clip. i won't say anything more.
bookmark this ↓
THIS FREE REPO SHOULD HONESTLY BE ILLEGAL. YOU TYPE ONE SENTENCE, "MAKE A MARKET ON BTC-USDT", AND A $0 AGENT STARTS BUYING AND SELLING BITCOIN ON BOTH SIDES OF THE BOOK.
it's called vibe-trading. 36.8k stars, MIT, one command.
here's how it works:
> it picks its market-making skill and quotes 0.12% above and below the price
> it keeps its inventory between 40 and 60%, so it never leans too far one way
> then it sweeps every spread over the last 23 hours to find a better one
here's how to run it:
1 → pip install vibe-trading-ai
2 → vibe-trading run -p "make a market on BTC-USDT"
3 → let it requote and watch the fills
honestly the sweep is the part i keep watching. one square on it says +$16.85.
which square is on screen in the clip. i won't say anything more.
bookmark this ↓
RetroChainer retweeted
QUANTCONNECT CHARGES INSTITUTIONS FROM $4,800 JUST TO ONBOARD. THE ENGINE UNDER IT IS FREE ON GITHUB, AND IN THIS CLIP IT SWEEPS 559 SETTINGS ON A YEAR OF QQQ.
this is lean, the open-source engine behind quantconnect. 22k stars, apache-2.0, c# and python.
→ one rule: hold qqq while its 20-day return is above zero
→ the optimizer sweeps fast and slow windows, 559 pairs
→ peak sharpe 1.06, at 4 and 110
→ 30 orders, and on oct 19 it sold and stepped aside
honestly my favourite part is the volume profile. a year of qqq stacked up like a city.
i kept the boring job for myself: reading the optimizer.
where it sits right now is on screen in the clip.
QUANTCONNECT CHARGES INSTITUTIONS FROM $4,800 JUST TO ONBOARD. THE ENGINE UNDER IT IS FREE ON GITHUB, AND IN THIS CLIP IT SWEEPS 559 SETTINGS ON A YEAR OF QQQ.
this is lean, the open-source engine behind quantconnect. 22k stars, apache-2.0, c# and python.
→ one rule: hold qqq while its 20-day return is above zero
→ the optimizer sweeps fast and slow windows, 559 pairs
→ peak sharpe 1.06, at 4 and 110
→ 30 orders, and on oct 19 it sold and stepped aside
honestly my favourite part is the volume profile. a year of qqq stacked up like a city.
i kept the boring job for myself: reading the optimizer.
where it sits right now is on screen in the clip.
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.
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.
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.
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.
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.
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.
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.
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.
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 ↓
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 ↓
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 👇