Solo maker in Puerto Rico.
Front-Running Crypto Twitter: Using Parallel AI Agents to Sniff Out Secret Volume Spikes volume is the heartbeat of the market and if you aren't listening to it you are essentially trading with a blindfold on. some of the greatest legends in the history of finance have always whispered the same mantra which is to follow the volume but most retail traders are too busy chasing red and green candles on twitter to notice the real moves before they happen my name is moon dev and 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. i spent hundreds of thousands on developers for apps in the past thinking i would not be able to code myself but i realized that the only way to win is to build the systems yourself. we are opening a loop right now that most traders never close which is the ability to spot massive volume spikes before the news even hits your feed the secret to spotting these anomalies is a specialized agent swarm that utilizes six different ai models in parallel. rather than relying on a single source of truth i have built a system where deepseek and claude and grok and gemini all analyze market data at the exact same time. they look at the volume changes on major exchanges like hyperliquid and identify symbols that are starting to accelerate while everyone else is still sleeping most people think ai is just for chatting but for an automated trader it acts as an army of junior quant analysts that work for pennies on the dollar. you have to understand that these models don't have the same emotional baggage that we do as humans. we make connections based on past trauma or greed while the ai just looks at the raw numbers and asks if the current volume acceleration is statistically significant or just noise the loop we opened about spotting moves early closes when you realize that volume always precedes price. when you see a symbol like xpl showing a one hundred and thirty six percent volume increase while the rest of the market is flat that is a signal that something is brewing. i use a framework called rbi which stands for research backtest and implement to turn these signals into actual trading systems researching is where you gather the data and let the agents tell you what is happening in the market right now. we then move into the backtesting phase where we see if this specific volume pattern actually made money over the last three years. if the data proves the edge exists then we move to the implementation phase and build a bot to trade it with tiny size to make sure it works in the live environment many traders get stuck in a cycle of emotional decision making because they feel like they have to trade every single day. i decided to learn live on youtube to show people that the markets aren't going anywhere and there is no reason to rush. you are going to be a human forever and humans have emotions so the only logical solution is to remove yourself from the equation and let the code do the heavy lifting the swarm agent is the core of this entire operation because it is completely versatile and can be called for any task. one day i am sending it volume data to find anomalies and the next day i might send it sentiment data from polymarket to see what the crowd is thinking. having six objective views on the same data point gives you a level of clarity that no single human can ever achieve on their own i spent a fortune on devs because i thought i was not smart enough to code but now i can build anything i can imagine. code allows you to scale your intelligence and run your systems twenty four hours a day without ever getting tired or bored. if you learn how to code you effectively give yourself the power to never have to work for someone else again if you don't want to the logic of the volume agent is surprisingly simple but incredibly effective at filtering out the noise of the majors. i actually exclude bitcoin and ethereum from these scans because they are always going to have the highest volume. we are looking for the outliers in the altcoin market because that is where the real anomalies and the massive moves live just like jim simons always taught us you have to loop through every single token on the exchange and calculate the change in volume over different intervals like four hours or twenty four hours. watching these changes in real time allows you to see new tokens rise to the top of the liquidity rankings. this is the point where you start coming up with ideas that are based on hard data rather than just a hunch you got from a youtube thumbnail i have a roadmap where i show the exact system i use to find success in this industry from coding to strategy generation. building in public and sharing everything open source is my way of giving back because i know how hard it is to start from zero. you don't need a fancy degree or millions of dollars to start building your own trading bots you just need the persistence to keep iterating it's funny because people always ask me for a plug and play bot that prints money but that doesn't exist. the real secret is the process of building and testing and refining until you find an edge that works for your specific risk tolerance. we use open router to connect to all these different ai models with one simple key which makes the entire system incredibly easy to manage the workforce of the future is being replaced by these intelligent agents and if you aren't using them you are playing a losing game. i look at my agents as inexpensive employees that i can task with anything from data analysis to debugging code. the key is to ask them good questions and provide them with clean data because the output is only as good as the input you give them fully automated systems are trading for me now instead of me getting liquidated because i finally stopped trying to outsmart the market with my feelings. every morning i lock in for a few hours to build and improve my systems and i share that journey so you can see the reality of quant trading. there are no certainties in the market but there is a better approach and it starts with a quantitative mindset the great equalizer is the fact that the tools to do this are now free and available to anyone with a laptop and an internet connection. i'll keep building and adding to the github every single day because the mission is to reach a level of total automation. if you are serious about this journey then stop guessing and start following the volume through the eyes of the most advanced ai models on the planet
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