Offshore
Video
Moon Dev
no one can agree on the best way to run openclaw
so today i tested the most popular 3
✅ $600 mac mini
✅ $10 vps with ubuntu desktop
✅ $30 windows vps
The winner is clear after 7 hours of intense testing & discussion with industry experts https://t.co/VSKgHVjuIW
tweet
no one can agree on the best way to run openclaw
so today i tested the most popular 3
✅ $600 mac mini
✅ $10 vps with ubuntu desktop
✅ $30 windows vps
The winner is clear after 7 hours of intense testing & discussion with industry experts https://t.co/VSKgHVjuIW
tweet
Offshore
Video
Moon Dev
If you don’t have atleast a mac mini don’t even try with openclaw
I put 7 hours into testing mac vs ubuntu vs windows
If you value your time you will only use mac
Disagree below & 🔨: https://t.co/jhrzVE1NFP
tweet
If you don’t have atleast a mac mini don’t even try with openclaw
I put 7 hours into testing mac vs ubuntu vs windows
If you value your time you will only use mac
Disagree below & 🔨: https://t.co/jhrzVE1NFP
tweet
Moon Dev
The Great Equalizer: How I Iterated Through 90+ Strategies to Automate My Financial Freedom
ninety strategies sounds like a death wish but it is actually the only way to find your edge in a market designed to liquidate you. most traders are out here gambling with their rent money while the big players are using automated systems to harvest their liquidations. i know this because i spent hundreds of thousands of dollars on developers for apps thinking i could never code myself. i was getting wrecked by over trading and watching my accounts hit zero while i slept. code became the great equalizer for me because it removed the emotion that was killing my bankroll. i decided to learn to code live so i could iterate to success and now i have fully automated systems trading for me instead of getting liquidated by every wick. i just saw someone lose ten million dollars in a single month because they were trading by hand and got addicted to the screen. you have to understand that if you are not automating you are the exit liquidity for someone who is.
the reality of advanced futures trading is not about finding one holy grail bot that prints money forever. it is about research and back testing until you find a strategy that has a statistical advantage. one of the most slept on concepts is variable risk scaling where you actually change your position size based on how volatile the market is. instead of just betting the same amount every time you increase your size when volatility is low and scale back when the market starts moving like crazy. this keeps you in the game during the draw downs that usually wipe people out. most people do the opposite and revenge trade with bigger size when they are losing which is the fastest way to the cemetery. i used to think i needed to be the smartest guy in the room to make this work but i realized i just needed to be the most disciplined with my risk parameters.
there is a secret hidden in funding rates and basis trading that most retail traders never even look at. while everyone else is trying to guess if bitcoin is going to the moon or the floor you can actually make consistent money through funding rate arbitrage. you basically buy the asset in the spot market and simultaneously sell it in the futures market when the funding rate is high. you just sit there and collect the interest payments from the gamblers who are over leveraged on the other side. it is basically free money if you can manage the fees and keep your execution precise. i used to ignore these low yield plays because i wanted the big home runs but those home runs usually came with massive strikeouts. now i look for these carry trades as a way to keep the equity curve moving up and to the right while others are sweating over every price change.
most traders fail because they use lagging indicators and expect them to predict the future with one hundred percent accuracy. the truth is that even the best trend following strategies like the golden cross or moving average crossovers only have about sixty five percent accuracy. you have to combine these with filters like the average directional index or relative strength index to make sure you are not just buying a fake breakout. a lot of people get chopped up in sideways markets because they do not have a trend strength filter to tell them to stay out of the trade. i learned to use multiple time frames to confirm my breakouts because if the one hour and the four hour charts are not saying the same thing then the trade is probably a trap. you have to be a searcher looking for those golden nuggets of alpha buried in mountains of data.
i used to think that machine learning and genetic algorithms were just buzzwords that did not actually work for trading. then i realized that the 1990s tech trap is real and if you are still using basic indicators without any optimization you are decades behind. genetic algorithms are wild because they simulate natural selection to find the best parameters for your strategy thro[...]
The Great Equalizer: How I Iterated Through 90+ Strategies to Automate My Financial Freedom
ninety strategies sounds like a death wish but it is actually the only way to find your edge in a market designed to liquidate you. most traders are out here gambling with their rent money while the big players are using automated systems to harvest their liquidations. i know this because i spent hundreds of thousands of dollars on developers for apps thinking i could never code myself. i was getting wrecked by over trading and watching my accounts hit zero while i slept. code became the great equalizer for me because it removed the emotion that was killing my bankroll. i decided to learn to code live so i could iterate to success and now i have fully automated systems trading for me instead of getting liquidated by every wick. i just saw someone lose ten million dollars in a single month because they were trading by hand and got addicted to the screen. you have to understand that if you are not automating you are the exit liquidity for someone who is.
the reality of advanced futures trading is not about finding one holy grail bot that prints money forever. it is about research and back testing until you find a strategy that has a statistical advantage. one of the most slept on concepts is variable risk scaling where you actually change your position size based on how volatile the market is. instead of just betting the same amount every time you increase your size when volatility is low and scale back when the market starts moving like crazy. this keeps you in the game during the draw downs that usually wipe people out. most people do the opposite and revenge trade with bigger size when they are losing which is the fastest way to the cemetery. i used to think i needed to be the smartest guy in the room to make this work but i realized i just needed to be the most disciplined with my risk parameters.
there is a secret hidden in funding rates and basis trading that most retail traders never even look at. while everyone else is trying to guess if bitcoin is going to the moon or the floor you can actually make consistent money through funding rate arbitrage. you basically buy the asset in the spot market and simultaneously sell it in the futures market when the funding rate is high. you just sit there and collect the interest payments from the gamblers who are over leveraged on the other side. it is basically free money if you can manage the fees and keep your execution precise. i used to ignore these low yield plays because i wanted the big home runs but those home runs usually came with massive strikeouts. now i look for these carry trades as a way to keep the equity curve moving up and to the right while others are sweating over every price change.
most traders fail because they use lagging indicators and expect them to predict the future with one hundred percent accuracy. the truth is that even the best trend following strategies like the golden cross or moving average crossovers only have about sixty five percent accuracy. you have to combine these with filters like the average directional index or relative strength index to make sure you are not just buying a fake breakout. a lot of people get chopped up in sideways markets because they do not have a trend strength filter to tell them to stay out of the trade. i learned to use multiple time frames to confirm my breakouts because if the one hour and the four hour charts are not saying the same thing then the trade is probably a trap. you have to be a searcher looking for those golden nuggets of alpha buried in mountains of data.
i used to think that machine learning and genetic algorithms were just buzzwords that did not actually work for trading. then i realized that the 1990s tech trap is real and if you are still using basic indicators without any optimization you are decades behind. genetic algorithms are wild because they simulate natural selection to find the best parameters for your strategy thro[...]
Offshore
Moon Dev The Great Equalizer: How I Iterated Through 90+ Strategies to Automate My Financial Freedom ninety strategies sounds like a death wish but it is actually the only way to find your edge in a market designed to liquidate you. most traders are out here…
ugh trial and error. you can actually build an environment where your bot learns from its own mistakes and optimizes its decision making process over time. i spent so much time thinking i was not smart enough to do this but once i started iterating live i found that the machines are much better at following rules than i ever was. code is the only way to compete with the high frequency firms that are looking for any tiny mispricing in the order book.
slippage and bad execution will eat your profits faster than a bad trade ever could if you are not careful. most people just hit the market buy button and pay the spread and the fees without a second thought. you should be using smart order routing and limit orders to capture the bid ask spread instead of paying it to the market makers. i started using time weighted average price execution to spread my larger orders out over time so i did not move the market against myself. it is these tiny details in execution that separate the professional quants from the people who are just playing around. i had to learn this the hard way after losing a fortune on bad entries and exits that could have been avoided with a few lines of code.
the ultimate goal of all of this is to build a compounding machine that grows your capital while you are living your life. you have to automate the reinvestment of your profits so that your position sizes grow as your account grows without you having to manually adjust anything. i like to use automated compounding algorithms that take a portion of my wins and put them back into the systems that are performing the best. this creates a snowball effect where your returns start to accelerate as the base capital increases. it took me years to realize that i did not need to be at the desk for eighteen hours a day to make life changing money. i just needed to build a system that was smarter and more disciplined than my own human brain.
cross asset skew and volatility surface arbitrage are where the real quants play when the market gets efficient. you can look for mispricings between highly correlated assets like bitcoin and ethereum and trade the spread between them. when one asset gets overvalued relative to the other you short the leader and long the laggard until they revert back to the mean. this is a much safer way to trade because you are not betting on the direction of the market but rather the relationship between two assets. i spent a lot of money trying to guess the next big move before i realized that trading the relationship between assets was much more consistent. iteration is the only way to find these winks in the market that the average trader is completely blind to.
it is a cold world in finance and most people are out here trying to step on your neck to get ahead. i believe that sharing this knowledge is important because code is the only thing that can give a regular person a fighting chance against the institutions. i started from zero and learned everything through failing and losing money until i finally figured out how to automate. now i spend my time building and testing instead of worrying about the next liquidation candle. you have to decide today if you want to keep being the exit liquidity or if you want to start building your own systems. the tools are all there and the data is accessible if you are willing to put in the work and stop negotiating with yourself.
successful trading is not about being lucky it is about being prepared and having a system that can handle any market regime. whether the market is in a bull run or a total crash your bots should know exactly what to do based on the rules you have coded into them. i use risk weighted allocation to make sure that my capital is always moving toward the strategies with the highest sharp ratio and the lowest volatility. this keeps the portfolio stable even when the crypto market is going through its typical insane swings. i finally found peace in this game because i know that my automated systems are following the math [...]
slippage and bad execution will eat your profits faster than a bad trade ever could if you are not careful. most people just hit the market buy button and pay the spread and the fees without a second thought. you should be using smart order routing and limit orders to capture the bid ask spread instead of paying it to the market makers. i started using time weighted average price execution to spread my larger orders out over time so i did not move the market against myself. it is these tiny details in execution that separate the professional quants from the people who are just playing around. i had to learn this the hard way after losing a fortune on bad entries and exits that could have been avoided with a few lines of code.
the ultimate goal of all of this is to build a compounding machine that grows your capital while you are living your life. you have to automate the reinvestment of your profits so that your position sizes grow as your account grows without you having to manually adjust anything. i like to use automated compounding algorithms that take a portion of my wins and put them back into the systems that are performing the best. this creates a snowball effect where your returns start to accelerate as the base capital increases. it took me years to realize that i did not need to be at the desk for eighteen hours a day to make life changing money. i just needed to build a system that was smarter and more disciplined than my own human brain.
cross asset skew and volatility surface arbitrage are where the real quants play when the market gets efficient. you can look for mispricings between highly correlated assets like bitcoin and ethereum and trade the spread between them. when one asset gets overvalued relative to the other you short the leader and long the laggard until they revert back to the mean. this is a much safer way to trade because you are not betting on the direction of the market but rather the relationship between two assets. i spent a lot of money trying to guess the next big move before i realized that trading the relationship between assets was much more consistent. iteration is the only way to find these winks in the market that the average trader is completely blind to.
it is a cold world in finance and most people are out here trying to step on your neck to get ahead. i believe that sharing this knowledge is important because code is the only thing that can give a regular person a fighting chance against the institutions. i started from zero and learned everything through failing and losing money until i finally figured out how to automate. now i spend my time building and testing instead of worrying about the next liquidation candle. you have to decide today if you want to keep being the exit liquidity or if you want to start building your own systems. the tools are all there and the data is accessible if you are willing to put in the work and stop negotiating with yourself.
successful trading is not about being lucky it is about being prepared and having a system that can handle any market regime. whether the market is in a bull run or a total crash your bots should know exactly what to do based on the rules you have coded into them. i use risk weighted allocation to make sure that my capital is always moving toward the strategies with the highest sharp ratio and the lowest volatility. this keeps the portfolio stable even when the crypto market is going through its typical insane swings. i finally found peace in this game because i know that my automated systems are following the math [...]
Offshore
ugh trial and error. you can actually build an environment where your bot learns from its own mistakes and optimizes its decision making process over time. i spent so much time thinking i was not smart enough to do this but once i started iterating live i…
while everyone else is following their feelings. code is the great equalizer and it is time for you to start using it to protect your future and build your empire
there are over ninety strategies you can test and most of them will not work for your specific style but you only need one or two to change your life. i have built a fat list of ideas from research and i spend every day back testing and refining them to stay ahead of the curve. do not let the fear of coding stop you from taking control of your financial destiny because i am living proof that anyone can learn. i would rather spend my time iterating to success than getting liquidated by some random news event that i could not predict. the journey from losing hundreds of thousands to fully automated success was long but it was the best investment i ever made. keep your heart open and lead with love in this game and i promise the universe will start passing you those golden nuggets of alpha you have been searching for
tweet
there are over ninety strategies you can test and most of them will not work for your specific style but you only need one or two to change your life. i have built a fat list of ideas from research and i spend every day back testing and refining them to stay ahead of the curve. do not let the fear of coding stop you from taking control of your financial destiny because i am living proof that anyone can learn. i would rather spend my time iterating to success than getting liquidated by some random news event that i could not predict. the journey from losing hundreds of thousands to fully automated success was long but it was the best investment i ever made. keep your heart open and lead with love in this game and i promise the universe will start passing you those golden nuggets of alpha you have been searching for
tweet
X (formerly Twitter)
Moon Dev (@MoonDevOnYT) on X
The Great Equalizer: How I Iterated Through 90+ Strategies to Automate My Financial Freedom
ninety strategies sounds like a death wish but it is actually the only way to find your edge in a market designed to liquidate you. most traders are out here gambling…
ninety strategies sounds like a death wish but it is actually the only way to find your edge in a market designed to liquidate you. most traders are out here gambling…
Offshore
Video
God of Prompt
RT @godofprompt: 84% of developers use AI coding tools daily.
25% of new startups ship codebases that are almost entirely AI generated.
But here's the stat nobody talks about: AI assisted developers produce 3-4x more code... and 10x more security issues.
Your vibe coded app isn't broken. It's unfinished.
Here's the gap nobody's solving (and why it matters now): 🧵
tweet
RT @godofprompt: 84% of developers use AI coding tools daily.
25% of new startups ship codebases that are almost entirely AI generated.
But here's the stat nobody talks about: AI assisted developers produce 3-4x more code... and 10x more security issues.
Your vibe coded app isn't broken. It's unfinished.
Here's the gap nobody's solving (and why it matters now): 🧵
tweet
Offshore
Photo
Benjamin Hernandez😎
SECTOR ANALYSIS: The AI and Semiconductor narrative continues to dominate global order flow during the overnight hours. Institutional positioning remains aggressive in the mega-cap tech space.
Watchlist: $NVDA $MSFT $AMD $MU $PLTR
Monitoring for a gap-and-go setup. 💻🎯 https://t.co/di1swYCpaW
tweet
SECTOR ANALYSIS: The AI and Semiconductor narrative continues to dominate global order flow during the overnight hours. Institutional positioning remains aggressive in the mega-cap tech space.
Watchlist: $NVDA $MSFT $AMD $MU $PLTR
Monitoring for a gap-and-go setup. 💻🎯 https://t.co/di1swYCpaW
tweet
Offshore
Photo
anon
RT @james_riney: It was great catching up with Totoki-san (CEO of Sony) today.
What struck me wasn’t any single initiative, but the tone.
Japan’s largest companies are thinking in decades again. More optimism. More ambition.
The lost decades are over. It's time to build. JAPAN IS BACK. https://t.co/6FV3VrJ3nZ
tweet
RT @james_riney: It was great catching up with Totoki-san (CEO of Sony) today.
What struck me wasn’t any single initiative, but the tone.
Japan’s largest companies are thinking in decades again. More optimism. More ambition.
The lost decades are over. It's time to build. JAPAN IS BACK. https://t.co/6FV3VrJ3nZ
tweet
Offshore
Photo
Dimitry Nakhla | Babylon Capital®
Two notable insider buys over the past two weeks:
1. $TDG President & CEO purchasing ~$1.22M worth of stock (02/06/2026) 🛩️
1. $SPGI Director purchasing ~$1M worth of stock (02/11/2026) 📊 https://t.co/rmYx0GeaWi
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Two notable insider buys over the past two weeks:
1. $TDG President & CEO purchasing ~$1.22M worth of stock (02/06/2026) 🛩️
1. $SPGI Director purchasing ~$1M worth of stock (02/11/2026) 📊 https://t.co/rmYx0GeaWi
tweet
Offshore
Photo
The Transcript
Big tech execs commenting on Capex in the latest earnings calls:
$META CFO: "We anticipate 2026 capital expenditures...to be in the range of $115-135B, with year-over-year growth driven by increased investment to support our Meta Superintelligence Labs efforts and core business"
$MSFT CFO: " Capital expenditures were $37.5B, and this quarter, roughly 2/3 of our CapEx was on short-lived assets, primarily GPUs and CPUs. Our customer demand continues to exceed our supply.
$AMZN CEO: "..we expect to invest about $200B in capital expenditures across Amazon in 2026...but predominantly in AWS because we have very high demand."
$GOOGL CFO: "To meet customer demand & capitalize on the growing opportunities ahead of us, our 2026 CapEx investments are anticipated to be in the range of $175B to $185B"
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Big tech execs commenting on Capex in the latest earnings calls:
$META CFO: "We anticipate 2026 capital expenditures...to be in the range of $115-135B, with year-over-year growth driven by increased investment to support our Meta Superintelligence Labs efforts and core business"
$MSFT CFO: " Capital expenditures were $37.5B, and this quarter, roughly 2/3 of our CapEx was on short-lived assets, primarily GPUs and CPUs. Our customer demand continues to exceed our supply.
$AMZN CEO: "..we expect to invest about $200B in capital expenditures across Amazon in 2026...but predominantly in AWS because we have very high demand."
$GOOGL CFO: "To meet customer demand & capitalize on the growing opportunities ahead of us, our 2026 CapEx investments are anticipated to be in the range of $175B to $185B"
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