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Moon Dev
I used to lose so much money due to emotions

But these don’t have emotions https://t.co/3oWtgRqclN
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Moon Dev
I Built 3 Trading Bots That Run 24/7

Here's What They Made While I Slept https://t.co/wkx7KuGH5q
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Quartr
Acuity Analytics, serving over 850 financial institutions, now uses Quartr API to power agentic earnings analysis. https://t.co/ywV6x2HYAB
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Moon Dev
This is the only way to grade in 2026 if you ask me https://t.co/hiU1Sg6rBO
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Moon Dev
The 34% Return Unicorn Edge (Deleting This Internal Leak in 72 Hours)

deleting this in seventy two hours is the only way to protect the massive edge we just discovered with these internal quant bots. if you knew that a single computer could launch a swarm of agents to find a strategy with a thirty four percent return and a three percent drawdown you would never look at a chart again

there is a hidden framework that turns a standard llm into a swarm of agents that can backtest a thousand strategies while you eat breakfast. most people are still staring at candles and losing their shirts in the solana trenches while we are building a headless army that scans social media for trends wall street hasn't even heard of yet

i will show you how to connect these pieces but first you need to understand why your current approach is keeping you liquidated. code is the great equalizer because i used to be the guy getting liquidated every single morning and losing sleep over every single tick

i spent hundreds of thousands of dollars on developers for apps in the past because i was too scared to learn how to code myself. after losing enough money to overtrading i realized that the only way to win was to automate my logic and stop guessing

my name is moon dev and i decided to learn how to code live on the internet because i knew that iterating to success was the only path forward. w bots you must iterate to success so i decided to learn live on youtube and now we have fully automated systems trading for us instead of getting smoked by emotions

the secret to this game is not having a better brain but having a better system that doesn't sleep or feel fear. if you can build a system that iterates to success you can effectively replace a team of senior engineers for the cost of a coffee

we are currently in day two of using this new clawbot setup and the results are already starting to feel like cheating. i run this on a separate computer using chrome remote desktop so i can stay mobile and chill on the couch while the bots are grinding

my dog actually bit through the screen of my expensive macbook so now it functions more like a mac mini in my quant lab. you don't need a massive big dog for protection when you are the big dog the data dog

using tools like open claw allows you to spawn parallel agents that dig through repositories and come up with dozens of new ideas. these agents don't just write code but they can actually run backtests and compile master results for you to analyze

we use a visualization tool called crabwalk to see what these sub agents are actually doing in the background. it allows us to plan and review the work being done by the agents instead of just watching terminal logs all day

one of the most interesting things we found is that a strategy can look like a monster in a backtest but fall apart the moment you test it for robustness. there is a specific six hour timeframe on bitcoin that acts as a unicorn edge for reversal strategies while everything else fails

the process starts with the rbi system which stands for research backtest and incubate. most retail traders skip the backtesting and go straight to implementing with real money which is a recipe for disaster

i think of implement as low key incubate where you run bots with a tiny ten dollar size for a month to see if they match the backtest. with hyperliquid you can run bots with very small capital to forward test your ideas in the real market

we use these agents to research a thousand unique templates covering everything from bollinger bands to ema crosses. the bots recently performed a showdown between reversal and momentum strategies and the results were a total massacre

out of the twenty reversal strategies tested on btc six hour data nineteen were profitable while only four momentum strategies survived. this proves that the market dynamics on longer timeframes favor mean reversion over chasing the move

while we were convinced earlier that momentum was [...]
Offshore
Moon Dev The 34% Return Unicorn Edge (Deleting This Internal Leak in 72 Hours) deleting this in seventy two hours is the only way to protect the massive edge we just discovered with these internal quant bots. if you knew that a single computer could launch…
the king of the intraday charts the six hour reversal strategies absolutely obliterated the competition. the data proves that btc six hour reversal is a unique edge because bitcoin has the deepest liquidity to exhaust cascades

having access to onchain liquidation data is the ultimate unfair advantage because it shows you exactly where the most pain is located. we can see when sixty billion dollars in positions are getting wiped out and use that as a high probability signal

the bots use a p ninety nine threshold which means they only trigger on the most extreme one percent of short liquidation events. this level of precision gives you an edge decay that is incredibly low compared to standard retail strategies

we can now verify these findings with a two gigabyte liquidation dataset that covers over eighteen months of market history. we found that eth and sol cascades often just keep going while btc is the only one that genuinely exhausts and snaps back

i spent years beating on my craft to find these patterns and now we are automating the entire discovery phase with parallel agents. being a data dog means you follow the results even when they contradict your initial gut feeling

beyond price action we are now building agents that can browse tiktok without a visible window to find consumer trends before they hit wall street. these agents use local whisper to transcribe videos and extract brand names that people are saying are sold out everywhere

this social arbitrage allows us to find companies like abercrombie or specific tech brands before the old guys in suits even know they exist. we used undetected chromium to bypass bot detection and log into accounts to get personalized us based trends

if you can have an ai watch a thousand videos and tell you which products are going viral you are frontrunning the market. it can even identify small brands that are about to explode based on the transcripts of little silly videos

most people think this requires a supercomputer but you can actually run these swarms on a standard mac mini or even a gaming pc. i prefer using cloud services like lambda labs to deploy massive models for a few dollars an hour instead of sinking money into hardware

right now ai is heavily subsidized by venture capital so we are burning their cash to build our systems for cheap. i am prepared to spend hundreds a month on this because it is still cheaper than hiring one developer on upwork

we just finished a massacre of forty five strategies and found that one specific reversal pattern is ten times better than anything else we have tested. i am going to push this logic to my private github but you need to understand the risk factors before you put it live

the biggest benefit of this automated life is that your anxiety goes down because you aren't gambling with your life savings every morning. you stop being a cog in someone else's thinking and start following your own intuition backed by cold hard data

if the system says a strategy is robust on a five minute chart but trash on an hourly you listen to the data and throw the idea out. we are also testing poly market bots and solana copytraders to see where the real cash is flowing

it turns out copytrading winners on solana is harder than it looks because fees and slippage eat up most of the gains. the trenches are cooked so we focus on systems that actually compound over the long run

the goal is to stay hungry and stay foolish while we chase the big prizes and build our own version of rentech. we iterate until we win because we know that money replenishes but your time does not

we are building a squad of data dogs that are taking shots every single day until we own the entire board. the great equalizer is here and it's time to stop staring at the charts and start building the future
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