Offshore
Video
Moon Dev
Stop Being a "Tinker" and Start Being a Quant: How to One-Shot Trading Bots in 20 Minutes
spending three hundred thousand dollars on a hardware farm sounds like a dream until you realize you can reach the same level of automation for the price of a monthly sandwich. most traders are going to spend the next six months arguing about which operating system is better while the real movers are already scaling their systems to the moon
my name is moon dev i believe that code is the great equalizer because through losing money with liquidations and over trading i knew i had to automate my trading so i learned to code as in the past i spent hundreds of thousands on devs for app, thinking i would not be able to code myself. with bots you must iterate to success so i decided to learn live on youtube, and now we are here, fully automated systems trading for me instead of getting liquidated
i recently found myself standing in a costco staring at stacks of mac minis thinking i needed to buy every single one of them to reach my goal of five hundred independent agents. scaling at six hundred dollars per machine is a three hundred thousand dollar problem that most people simply cannot afford to solve. but there is a specific reason why i ended up with three minis and a macbook air on my desk despite finding a way to do it for ten dollars a month
you have to decide if you are a tinkerer who likes to spend twenty hours building a puzzle or a builder who wants to launch a business in twenty minutes. i put in over one hundred hours of vicious testing comparing windows vps options against ubuntu desktops to see which one could actually handle the weight of autonomous trading agents. while the ten dollar ubuntu option seems like the ultimate win for your bank account it might actually be the thing that kills your speed in the race to the moon
most traders fail because they listen to tech gatekeepers who want to feel smarter than everyone else by making simple things sound impossible. they will tell you that you need to learn linux and spend days configuring servers just to save twenty dollars. if you believe your time is worth five thousand dollars an hour then spending seven hours to set up a cheap server is actually the most expensive mistake you can make
when i ran a direct comparison test between a mac mini and a windows vps the results were immediate and undeniable. i gave both systems the exact same prompt to build a complex trading dashboard and a simple game. the mac mini one shotted the task in seconds while the windows vps threw back an error that required manual iteration
the goal is to recreate yourself five hundred times so you can dominate the markets while you sleep. to do that you need a system that stays awake twenty four seven and never gets tired. i use an app called amphetamine or caffeine to keep my macs from ever falling asleep because the goal is permanent uptime for every single agent
if you have never typed a single line of code in your life the terminal is going to look like a scary place that belongs in a movie. but in reality it is just a clicker game where the instructions are written in plain english. you are just copying and pasting commands and the computer is doing exactly what you tell it to do
the first step to mastering the claw is getting xcode installed which is just a set of tools from apple that makes everything else work. once you have that you are going to use a simple command to install node.js and npx. these are just the engines that allow your ai agents to talk to the market and build your systems
i realized that scaling to five hundred agents was going to be impossible if i used the most expensive ai models for every single task. that is when i found the ultimate secret sauce for keeping costs near zero while keeping performance high. there are specific eastern models like minimax two point five and glm four point seven that are one hundred times cheaper than the big name models but just as fire
you can[...]
Stop Being a "Tinker" and Start Being a Quant: How to One-Shot Trading Bots in 20 Minutes
spending three hundred thousand dollars on a hardware farm sounds like a dream until you realize you can reach the same level of automation for the price of a monthly sandwich. most traders are going to spend the next six months arguing about which operating system is better while the real movers are already scaling their systems to the moon
my name is moon dev i believe that code is the great equalizer because through losing money with liquidations and over trading i knew i had to automate my trading so i learned to code as in the past i spent hundreds of thousands on devs for app, thinking i would not be able to code myself. with bots you must iterate to success so i decided to learn live on youtube, and now we are here, fully automated systems trading for me instead of getting liquidated
i recently found myself standing in a costco staring at stacks of mac minis thinking i needed to buy every single one of them to reach my goal of five hundred independent agents. scaling at six hundred dollars per machine is a three hundred thousand dollar problem that most people simply cannot afford to solve. but there is a specific reason why i ended up with three minis and a macbook air on my desk despite finding a way to do it for ten dollars a month
you have to decide if you are a tinkerer who likes to spend twenty hours building a puzzle or a builder who wants to launch a business in twenty minutes. i put in over one hundred hours of vicious testing comparing windows vps options against ubuntu desktops to see which one could actually handle the weight of autonomous trading agents. while the ten dollar ubuntu option seems like the ultimate win for your bank account it might actually be the thing that kills your speed in the race to the moon
most traders fail because they listen to tech gatekeepers who want to feel smarter than everyone else by making simple things sound impossible. they will tell you that you need to learn linux and spend days configuring servers just to save twenty dollars. if you believe your time is worth five thousand dollars an hour then spending seven hours to set up a cheap server is actually the most expensive mistake you can make
when i ran a direct comparison test between a mac mini and a windows vps the results were immediate and undeniable. i gave both systems the exact same prompt to build a complex trading dashboard and a simple game. the mac mini one shotted the task in seconds while the windows vps threw back an error that required manual iteration
the goal is to recreate yourself five hundred times so you can dominate the markets while you sleep. to do that you need a system that stays awake twenty four seven and never gets tired. i use an app called amphetamine or caffeine to keep my macs from ever falling asleep because the goal is permanent uptime for every single agent
if you have never typed a single line of code in your life the terminal is going to look like a scary place that belongs in a movie. but in reality it is just a clicker game where the instructions are written in plain english. you are just copying and pasting commands and the computer is doing exactly what you tell it to do
the first step to mastering the claw is getting xcode installed which is just a set of tools from apple that makes everything else work. once you have that you are going to use a simple command to install node.js and npx. these are just the engines that allow your ai agents to talk to the market and build your systems
i realized that scaling to five hundred agents was going to be impossible if i used the most expensive ai models for every single task. that is when i found the ultimate secret sauce for keeping costs near zero while keeping performance high. there are specific eastern models like minimax two point five and glm four point seven that are one hundred times cheaper than the big name models but just as fire
you can[...]
Offshore
Moon Dev Stop Being a "Tinker" and Start Being a Quant: How to One-Shot Trading Bots in 20 Minutes spending three hundred thousand dollars on a hardware farm sounds like a dream until you realize you can reach the same level of automation for the price of…
connect these models through a platform called open code zen to get massive credits and access to every model you could ever need. using these models is like finding a shortcut in a race that everyone else is running the long way. while they are paying for high end luxury tokens you are running five hundred agents for the price of one
the tech world wants you to stay confused because it keeps them in a position of power. they want you to think you need to be a math genius or a senior developer to build a trading empire. but code is the great equalizer because the ai can now walk you through every single step of the process if you just know how to ask
i found that the best way to interact with these systems is actually through the command line once you get used to it. it is a much faster and cleaner experience than trying to use a janky user interface that crashes or lags. you can set up a simple shortcut like an alias so that typing a single letter launches your agent in dangerous mode with full permissions
the race to the moon is not about having the biggest ego or the most complex setup. it is about having the most data and iterating faster than everyone else in the game. if you are still manual trading or getting liquidated because you are too scared to touch the terminal you are already falling behind the curve
i have spent hundreds of thousands of dollars on developers in the past only to realize that i could have done it all myself with a little bit of focus. you do not need a computer science degree when you have an ai agent that can one shot a brick breaker game in front of your eyes. the separation between the winners and the losers in the next five years is going to be determined by who can manage an army of ai agents
even though costco will only sell you two mac minis at a time you can always find a way to scale if your vision is big enough. speed is the only currency that matters in a market that moves at the speed of light. you can either spend your afternoon trying to save ten dollars on a vps or you can spend it launching ten new agents that trade for you
the most successful traders i know are not the ones who found the perfect secret indicator. they are the ones who figured out how to automate their edge and remove the human emotion that leads to over trading and liquidations. once your systems are running you just have to sit back and watch the data take you where you need to go
i believe in you and i believe that anyone can master this if they are willing to stop being a normie and start being a data dog. don't let the fear of a black screen and white text stop you from building a life of freedom. the job is not finished until you have your agents working for you twenty four seven
the final piece of the puzzle is understanding that you are an asset to your family and your future depends on how well you adapt to this change. code is the only thing that can give you true scale and leverage in a world that is moving toward total automation. step on the gas and do not look back because the race has already started
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the tech world wants you to stay confused because it keeps them in a position of power. they want you to think you need to be a math genius or a senior developer to build a trading empire. but code is the great equalizer because the ai can now walk you through every single step of the process if you just know how to ask
i found that the best way to interact with these systems is actually through the command line once you get used to it. it is a much faster and cleaner experience than trying to use a janky user interface that crashes or lags. you can set up a simple shortcut like an alias so that typing a single letter launches your agent in dangerous mode with full permissions
the race to the moon is not about having the biggest ego or the most complex setup. it is about having the most data and iterating faster than everyone else in the game. if you are still manual trading or getting liquidated because you are too scared to touch the terminal you are already falling behind the curve
i have spent hundreds of thousands of dollars on developers in the past only to realize that i could have done it all myself with a little bit of focus. you do not need a computer science degree when you have an ai agent that can one shot a brick breaker game in front of your eyes. the separation between the winners and the losers in the next five years is going to be determined by who can manage an army of ai agents
even though costco will only sell you two mac minis at a time you can always find a way to scale if your vision is big enough. speed is the only currency that matters in a market that moves at the speed of light. you can either spend your afternoon trying to save ten dollars on a vps or you can spend it launching ten new agents that trade for you
the most successful traders i know are not the ones who found the perfect secret indicator. they are the ones who figured out how to automate their edge and remove the human emotion that leads to over trading and liquidations. once your systems are running you just have to sit back and watch the data take you where you need to go
i believe in you and i believe that anyone can master this if they are willing to stop being a normie and start being a data dog. don't let the fear of a black screen and white text stop you from building a life of freedom. the job is not finished until you have your agents working for you twenty four seven
the final piece of the puzzle is understanding that you are an asset to your family and your future depends on how well you adapt to this change. code is the only thing that can give you true scale and leverage in a world that is moving toward total automation. step on the gas and do not look back because the race has already started
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Offshore
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Benjamin Hernandez😎
Molson Coors posted lower profit and sales as beer demand stayed soft, adding pressure on consumer staples. Investors are watching pricing power and volume recovery trends.
$TAP $BUD $STZ https://t.co/D12YDCuXHC
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Molson Coors posted lower profit and sales as beer demand stayed soft, adding pressure on consumer staples. Investors are watching pricing power and volume recovery trends.
$TAP $BUD $STZ https://t.co/D12YDCuXHC
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Offshore
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Bourbon Capital
RT @BourbonCap: Seth Klarman: I think that value investing is such a perfect discipline for not blowing up
When you think about Warren Buffet... one thing he really did, Amazingly is never blow up, and never really go through even a rough period and it was some combination of having a structure from the capital being permanent and having the discipline in what he's doing and the combination of that made him relatively unique
I don't think there'll ever be another Buffett...... Such a powerful words right there
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RT @BourbonCap: Seth Klarman: I think that value investing is such a perfect discipline for not blowing up
When you think about Warren Buffet... one thing he really did, Amazingly is never blow up, and never really go through even a rough period and it was some combination of having a structure from the capital being permanent and having the discipline in what he's doing and the combination of that made him relatively unique
I don't think there'll ever be another Buffett...... Such a powerful words right there
Seth Klarman Baupost Group Q4 2025
They bought 2,121,391 $AMZN shares https://t.co/uwgBT9A48Z - Bourbon Insider Researchtweet
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Bourbon Capital
"We expect to repurchase approximately $2 billion in shares during the year and announced a 10% increase to our quarterly dividend. Overall, our capital plan calls for a return of at least 90% of our free cash flow to shareholders in 2026" $MCO CFO
Music to my ears https://t.co/UcZqvffoVB
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"We expect to repurchase approximately $2 billion in shares during the year and announced a 10% increase to our quarterly dividend. Overall, our capital plan calls for a return of at least 90% of our free cash flow to shareholders in 2026" $MCO CFO
Music to my ears https://t.co/UcZqvffoVB
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Offshore
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The Transcript
Walmart double beat + raises annual dividend by 5.3%
Walmart U.S.: "Sales momentum continued with growth in customer transactions led by digital,..."
$WMT: -3% Pre-Market https://t.co/cvA0tn7vWo
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Walmart double beat + raises annual dividend by 5.3%
Walmart U.S.: "Sales momentum continued with growth in customer transactions led by digital,..."
$WMT: -3% Pre-Market https://t.co/cvA0tn7vWo
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Offshore
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Benjamin Hernandez😎
Today’s top movers: $RUBI, $YIBO, $JZXN. 🚀
High risk, but the charts are screaming opportunity. I’m posting my full trade plan and stop-losses now.
DM me for my personal alerts and full plans!
Trade Signal Log: $RR $SOC $BMNR $BYND $PULM https://t.co/pc1VCk5e2p
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Today’s top movers: $RUBI, $YIBO, $JZXN. 🚀
High risk, but the charts are screaming opportunity. I’m posting my full trade plan and stop-losses now.
DM me for my personal alerts and full plans!
Trade Signal Log: $RR $SOC $BMNR $BYND $PULM https://t.co/pc1VCk5e2p
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Offshore
Video
Startup Archive
How Instagram’s co-founder knew it was time to quit
After selling Instagram to Facebook for $1 billion, Mike Krieger teamed up with his former co-founder Kevin Systrom to build Artifact—a smart news app.
Despite initial hype, the app struggled to catch on. They soon hit a crossroads - continue building or shut it down?
To decide, they set clear experiments and a clear finish line:
“We made a list of what are the ideas that we still have in this space that we will feel really silly not having tried before shutting it down. We wrote them down, we prioritized three big ones we wanted to try. After we tried them, we stepped back and asked: did it change the trajectory of the company?”
It didn’t. So they shut down Artifact, sold the IP to Yahoo, and moved on. Mike and Kevin gave themselves permission to walk away — but only after giving it a real shot.
Mike warns founders about the danger of wasting years of your life on a startup that isn’t working:
“I’ve seen entrepreneurs get stuck for years because they feel they owe it to themselves or their investors... but it’s not likely to shift the direction.” Being concrete — either with a date or a set of projects — helps you know when to move on.”
The following year, Mike Krieger announced that he was joining Anthropic as its Chief Product Officer.
Video source: @eostudi0 (2025)
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How Instagram’s co-founder knew it was time to quit
After selling Instagram to Facebook for $1 billion, Mike Krieger teamed up with his former co-founder Kevin Systrom to build Artifact—a smart news app.
Despite initial hype, the app struggled to catch on. They soon hit a crossroads - continue building or shut it down?
To decide, they set clear experiments and a clear finish line:
“We made a list of what are the ideas that we still have in this space that we will feel really silly not having tried before shutting it down. We wrote them down, we prioritized three big ones we wanted to try. After we tried them, we stepped back and asked: did it change the trajectory of the company?”
It didn’t. So they shut down Artifact, sold the IP to Yahoo, and moved on. Mike and Kevin gave themselves permission to walk away — but only after giving it a real shot.
Mike warns founders about the danger of wasting years of your life on a startup that isn’t working:
“I’ve seen entrepreneurs get stuck for years because they feel they owe it to themselves or their investors... but it’s not likely to shift the direction.” Being concrete — either with a date or a set of projects — helps you know when to move on.”
The following year, Mike Krieger announced that he was joining Anthropic as its Chief Product Officer.
Video source: @eostudi0 (2025)
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Offshore
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Michael Fritzell (Asian Century Stocks)
RT @ToffCap: Very nice deep dive into Tobila Systems $4441 from @dsmoak98
Strong recurring growth, high margins, healthy FCF generation, plenty of reinvestment opportunities, low multiples...
Multi-bagger potential left. https://t.co/rcI2ceqT3U
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RT @ToffCap: Very nice deep dive into Tobila Systems $4441 from @dsmoak98
Strong recurring growth, high margins, healthy FCF generation, plenty of reinvestment opportunities, low multiples...
Multi-bagger potential left. https://t.co/rcI2ceqT3U
tweet