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Moon Dev Why Your $600 Mac Mini Is a 300K Mistake: The $10 Server Alpha for Scaling 500 AI Agents if you were about to spend three hundred thousand dollars on hardware to run your trading business, you would probably feel like a king until you realized a…

en. everyone is struggling with claude rate limits and expensive tokens, but there is a select group of models like minimax 2.1 and glm 4.7 that are performing on an opus level for a fraction of the cost.

art is out here pushing pull requests to openclaw before they even get acquired, and he pointed us toward using these eastern models that most western traders are completely ignoring. by connecting openclaw to open code zen, you get access to models that do not have the same restrictions or price tags as the big players

to get this working on the cheap, you have to set up a ubuntu desktop on a vps which usually costs around ten dollars a month. you install the xfce lightweight desktop and use a vnc server to remote into it so you have a visual interface just like a regular computer

this is the great equalizer because it allows anyone with ten dollars and a dream to compete with the big quant firms. i spent years thinking i was not smart enough to code or that i needed to hire expensive devs, but the ai can now walk you through every single step of the terminal setup

when you are in the terminal, you can set up an alias for claude code so that you can just type a single letter to launch your agent with full permissions. i used to have eyes glaze over when i saw terminal commands, but now i realize it is just english instructions for a machine that never sleeps

the vision is to have a personal assistant for every person on my team, or maybe even ten assistants for every person. imagine having a hundred workers that do not need to eat or sleep and only cost you the price of a sandwich every month to maintain

most people will watch this and do nothing because they are scared of the friction, but that friction is exactly where the opportunity lives. the separation between you and your peers grows larger every single day that you decide to iterate while they are still debating

i have successfully installed openclaw on mac, windows, and ubuntu now, and the winner is clear if you value your time. mac is the luxury speed play, but ubuntu is the scaling king that lets you build the empire without the three hundred thousand dollar price tag

the bots are already cooking and building games and dashboards for me while i sit here and talk to you. we went from getting liquidated and over trading to having fully automated systems that find predictive data and throw out what does not work

rest at the end, not in the middle. i am going to keep pushing until i have all five hundred agents live and mashing the gas on every strategy we have. if you want to win in this new era, you have to be a data dog and follow where the numbers lead instead of your own ego

code is the great equalizer and today we just leveled the playing field for anyone willing to put in the work. stay hungry, stay foolish, and i will see you at the top
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Why Your $600 Mac Mini Is a 300K Mistake: The $10 Server Alpha for Scaling 500 AI Agents

if you were about to spend three hundred thousand dollars on hardware to run your trading business, you would probably feel like a king until you realized a ten dollar…

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