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Moon Dev
They collected 48k position snapshots and 12k liquidations for BTC https://t.co/bHuSNqRE08
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They collected 48k position snapshots and 12k liquidations for BTC https://t.co/bHuSNqRE08
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Offshore
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Moon Dev
Shocking revelation that trading 5x daily with 40x leverage wipes out a 25K acco https://t.co/02cX7iaHFo
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Shocking revelation that trading 5x daily with 40x leverage wipes out a 25K acco https://t.co/02cX7iaHFo
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Offshore
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Moon Dev
this is the end
i gave you the opportunity to get full access to all my courses code api and data
if you truly want to become an automated trader there are hundreds of us chasing jim simons inside the discord
you can connect learn and build alongside serious algo traders
that opportunity disappears in 36 hours
if you want in now is the time
join here https://t.co/EHUr5aAxhF
moondev
tweet
this is the end
i gave you the opportunity to get full access to all my courses code api and data
if you truly want to become an automated trader there are hundreds of us chasing jim simons inside the discord
you can connect learn and build alongside serious algo traders
that opportunity disappears in 36 hours
if you want in now is the time
join here https://t.co/EHUr5aAxhF
moondev
tweet
Offshore
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Moon Dev
Jane just dropped that UPS knowledge to keep servers running during power outage https://t.co/gKLReiOwAw
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Jane just dropped that UPS knowledge to keep servers running during power outage https://t.co/gKLReiOwAw
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Offshore
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Moon Dev
This guy had ten AI agents running tests in parallel and they all finished https://t.co/vmqC6Sslc9
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This guy had ten AI agents running tests in parallel and they all finished https://t.co/vmqC6Sslc9
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Moon Dev
The $200k Dev Team Killer: How AI Agents Built My Autonomous Trading Empire
the title says it is literally everything an automated trader needs but what most people do not realize is that having everything usually starts with having nothing except a few lines of code and a painful history of liquidations. i spent years staring at charts until my eyes bled only to watch my account get wiped out by a single emotional mistake which is why i decided to build a system that never sleeps and never feels.
the reality of the markets is that they are designed to take money from humans because we are biologically incapable of staying logical when our life savings are on the line. there is a stanford professor who proved that when emotions hit the part of your brain responsible for logic literally shuts down and that is the exact moment the market takes your lunch.
i am building out a massive dashboard right now that houses over one hundred backtests because i finally realized that code is the great equalizer for the retail trader. some of these backtests show returns that are so high they look fake and it made me question if i had finally found the holy grail or just another overfit dream.
to find out the truth i had to build a data portal that handles everything from liquidation data to open interest because most traders are flying blind without a map. if you can see exactly where the most pain is in the market you can position yourself to be the one providing the liquidity instead of the one getting liquidated.
most people think you need a team of expensive developers to build something this powerful but i found out the hard way that spending hundreds of thousands on devs is a trap. i thought i could not code myself so i paid others to do it until i realized that i was the only one who actually cared about the success of my strategies.
now i use ai agents to do the heavy lifting by having them write backtests and scrape data while i focus on the high level strategy and architecture. these agents are running in the background constantly filling my library with new code and fresh ideas which allows me to iterate to success much faster than any human team ever could.
one of the most interesting parts of this ecosystem is the tracking of big whales on prediction markets like poly market because that is where the smartest money usually hides. i watched a guy throw down one hundred and seventy one racks on a random game and it opened a loop in my mind about how we can follow these sweeps to find a massive edge.
the secret to following the smart money is not just watching the trades but building clusters and identifying edge markets before they become common knowledge. if you can see a cluster of whales moving into a specific no market on a prediction you have a signal that is far more powerful than any rsi or macd indicator could ever be.
the technical side of merging a python backend with a typescript frontend like nextjs is where most developers get stuck because they try to make it too complicated. i am merging my ai chat interface with the backtest dashboard to create one unified place where i can talk to my models and analyze my data at the same time.
scaling this system requires more than just good code because if you are building in public like i am you have to worry about the security of your infrastructure. one exposed ip address on a server can lead to a ddos attack or a total breach which is why hiding behind cloudflare and using ssh aliases is a mandatory move for any serious trader.
there is a specific way to set up these servers so they are completely obfuscated from the public eye while still being accessible to your dev environment. if you do not harden your origin server you are basically leaving your vault door wide open while telling the world exactly where the gold is hidden.
i have been collecting over two gigabytes of historical liquidation data for over a year now because that data is the fuel for the research proce[...]
The $200k Dev Team Killer: How AI Agents Built My Autonomous Trading Empire
the title says it is literally everything an automated trader needs but what most people do not realize is that having everything usually starts with having nothing except a few lines of code and a painful history of liquidations. i spent years staring at charts until my eyes bled only to watch my account get wiped out by a single emotional mistake which is why i decided to build a system that never sleeps and never feels.
the reality of the markets is that they are designed to take money from humans because we are biologically incapable of staying logical when our life savings are on the line. there is a stanford professor who proved that when emotions hit the part of your brain responsible for logic literally shuts down and that is the exact moment the market takes your lunch.
i am building out a massive dashboard right now that houses over one hundred backtests because i finally realized that code is the great equalizer for the retail trader. some of these backtests show returns that are so high they look fake and it made me question if i had finally found the holy grail or just another overfit dream.
to find out the truth i had to build a data portal that handles everything from liquidation data to open interest because most traders are flying blind without a map. if you can see exactly where the most pain is in the market you can position yourself to be the one providing the liquidity instead of the one getting liquidated.
most people think you need a team of expensive developers to build something this powerful but i found out the hard way that spending hundreds of thousands on devs is a trap. i thought i could not code myself so i paid others to do it until i realized that i was the only one who actually cared about the success of my strategies.
now i use ai agents to do the heavy lifting by having them write backtests and scrape data while i focus on the high level strategy and architecture. these agents are running in the background constantly filling my library with new code and fresh ideas which allows me to iterate to success much faster than any human team ever could.
one of the most interesting parts of this ecosystem is the tracking of big whales on prediction markets like poly market because that is where the smartest money usually hides. i watched a guy throw down one hundred and seventy one racks on a random game and it opened a loop in my mind about how we can follow these sweeps to find a massive edge.
the secret to following the smart money is not just watching the trades but building clusters and identifying edge markets before they become common knowledge. if you can see a cluster of whales moving into a specific no market on a prediction you have a signal that is far more powerful than any rsi or macd indicator could ever be.
the technical side of merging a python backend with a typescript frontend like nextjs is where most developers get stuck because they try to make it too complicated. i am merging my ai chat interface with the backtest dashboard to create one unified place where i can talk to my models and analyze my data at the same time.
scaling this system requires more than just good code because if you are building in public like i am you have to worry about the security of your infrastructure. one exposed ip address on a server can lead to a ddos attack or a total breach which is why hiding behind cloudflare and using ssh aliases is a mandatory move for any serious trader.
there is a specific way to set up these servers so they are completely obfuscated from the public eye while still being accessible to your dev environment. if you do not harden your origin server you are basically leaving your vault door wide open while telling the world exactly where the gold is hidden.
i have been collecting over two gigabytes of historical liquidation data for over a year now because that data is the fuel for the research proce[...]
Offshore
Moon Dev The $200k Dev Team Killer: How AI Agents Built My Autonomous Trading Empire the title says it is literally everything an automated trader needs but what most people do not realize is that having everything usually starts with having nothing except…
ss. most platforms charge a fortune for this level of granularity but being a data dog means you find ways to collect it for free and store it locally so you can backtest with perfect accuracy.
the process of research and backtesting leads directly to implementation which is the final step in the rbi system i have spent my life perfecting. i used to think it was about the entry price but now i know it is about the system that manages the trade and respects the stop losses that humans are too scared to take.
it is wild to think that i started this journey with zero coding knowledge and a series of blown accounts but now i have fully automated systems doing the work for me. the loop of losing money to emotions is finally closed because the bots do not care about my feelings or the news headlines.
the ultimate goal is to make these tools accessible so that anyone can stop being a gambler and start being a quant because that is where the real freedom lives. if you can code your ideas you can test them and if you can test them you can prove they work before you ever risk a single dollar in the live market.
the future of this project is moving toward even more autonomy where the agents can identify the whales and deploy the counters without any human intervention at all. i am staying locked in every single day to make sure i stay on the cutting edge because in this game if you are not stepping on the gas you are getting left behind.
the journey from being liquidated to being automated is long and painful but it is the only path that leads to a sustainable life in the markets. code is the tool that allows us to compete with the giants who have billions of dollars and now the same power is available to anyone willing to learn.
tweet
the process of research and backtesting leads directly to implementation which is the final step in the rbi system i have spent my life perfecting. i used to think it was about the entry price but now i know it is about the system that manages the trade and respects the stop losses that humans are too scared to take.
it is wild to think that i started this journey with zero coding knowledge and a series of blown accounts but now i have fully automated systems doing the work for me. the loop of losing money to emotions is finally closed because the bots do not care about my feelings or the news headlines.
the ultimate goal is to make these tools accessible so that anyone can stop being a gambler and start being a quant because that is where the real freedom lives. if you can code your ideas you can test them and if you can test them you can prove they work before you ever risk a single dollar in the live market.
the future of this project is moving toward even more autonomy where the agents can identify the whales and deploy the counters without any human intervention at all. i am staying locked in every single day to make sure i stay on the cutting edge because in this game if you are not stepping on the gas you are getting left behind.
the journey from being liquidated to being automated is long and painful but it is the only path that leads to a sustainable life in the markets. code is the tool that allows us to compete with the giants who have billions of dollars and now the same power is available to anyone willing to learn.
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Moon Dev (@MoonDevOnYT) on X
The $200k Dev Team Killer: How AI Agents Built My Autonomous Trading Empire
the title says it is literally everything an automated trader needs but what most people do not realize is that having everything usually starts with having nothing except a few…
the title says it is literally everything an automated trader needs but what most people do not realize is that having everything usually starts with having nothing except a few…
Offshore
Video
Moon Dev
Discovery of a security vulnerability allowing free data access https://t.co/w56eNhFg9H
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Discovery of a security vulnerability allowing free data access https://t.co/w56eNhFg9H
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