Shekels

Midas touch #ravencoin #doge #btc

[Neon White Rabbit @RedPillRabbit]

Nobody is talking about it, but SpaceX can’t hire Visa workers for national security reasons.

This is what happens when you hire American Engineers. A growing company that innovates.

Elon knows the Indians are all frauds, this is why he fired most of them from his other companies. He is quiet because NOT hiring Indians is his competitive advantage.

[Shekels @ShekelsXBT]

@CasualDiscerner @BlaireWhite Hate to break it to you but that 5 minute iq test you took online is a scam 😭 probably didn’t even break double digits on that. Sadly you are posting in the USA if you are a foreigner I hope you get drug back to whatever shit hole you crawled out of.

[Nancy Mace @NancyMace]

If you have to be a natural-born citizen to be President, you should have to be one to serve in Congress.

I introduced a constitutional amendment to make it the law.

[Shekels @ShekelsXBT]

@didntmemetohurt @Crypto_Jargon 👀

[Shekels @ShekelsXBT]

@tobenwarrior @MoonDevOnYT Engagement farming

[Shekels @ShekelsXBT]

@AlphaApollo80 @YoExFavoriteN__ @Iberianamerica The proof is I’ve been there lol the brothers stay in the escort areas and pretty much all of them pay for play. None of these women in this video are upper class

[Shekels @ShekelsXBT]

@MoonDevOnYT Wheres the public discord so we can see what members have to say 🤙🏼

[Shekels @ShekelsXBT]

@YoExFavoriteN__ @Iberianamerica There all escorts lmao but sure bud

[Shekels @ShekelsXBT]

@Skaly__Bull @carverfomo But 95% die lmao so how’s that math working… 1:50 gets you even 1:95 gets you wrecked I’m over larpers

[Shekels @ShekelsXBT]

@MoonDevOnYT YouTube upload for transcript lol?

[Shekels @ShekelsXBT]

@chiefofautism Lmaooo I built out all my own skills yall had me fucked up with all those malicious skills 🤣 security at all time highs around here.

[Moon Dev @MoonDevOnYT]

Stop Being a "Tinker" and Start Being a Quant: How to One-Shot Trading Bots in 20 Minutes

spending three hundred thousand dollars on a hardware farm sounds like a dream until you realize you can reach the same level of automation for the price of a monthly sandwich. most traders are going to spend the next six months arguing about which operating system is better while the real movers are already scaling their systems to the moon

my name is moon dev 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 so i learned to code as in the past i spent hundreds of thousands on devs for app, thinking i would not be able to code myself. with bots you must iterate to success so i decided to learn live on youtube, and now we are here, fully automated systems trading for me instead of getting liquidated

i recently found myself standing in a costco staring at stacks of mac minis thinking i needed to buy every single one of them to reach my goal of five hundred independent agents. scaling at six hundred dollars per machine is a three hundred thousand dollar problem that most people simply cannot afford to solve. but there is a specific reason why i ended up with three minis and a macbook air on my desk despite finding a way to do it for ten dollars a month

you have to decide if you are a tinkerer who likes to spend twenty hours building a puzzle or a builder who wants to launch a business in twenty minutes. i put in over one hundred hours of vicious testing comparing windows vps options against ubuntu desktops to see which one could actually handle the weight of autonomous trading agents. while the ten dollar ubuntu option seems like the ultimate win for your bank account it might actually be the thing that kills your speed in the race to the moon

most traders fail because they listen to tech gatekeepers who want to feel smarter than everyone else by making simple things sound impossible. they will tell you that you need to learn linux and spend days configuring servers just to save twenty dollars. if you believe your time is worth five thousand dollars an hour then spending seven hours to set up a cheap server is actually the most expensive mistake you can make

when i ran a direct comparison test between a mac mini and a windows vps the results were immediate and undeniable. i gave both systems the exact same prompt to build a complex trading dashboard and a simple game. the mac mini one shotted the task in seconds while the windows vps threw back an error that required manual iteration

the goal is to recreate yourself five hundred times so you can dominate the markets while you sleep. to do that you need a system that stays awake twenty four seven and never gets tired. i use an app called amphetamine or caffeine to keep my macs from ever falling asleep because the goal is permanent uptime for every single agent

if you have never typed a single line of code in your life the terminal is going to look like a scary place that belongs in a movie. but in reality it is just a clicker game where the instructions are written in plain english. you are just copying and pasting commands and the computer is doing exactly what you tell it to do

the first step to mastering the claw is getting xcode installed which is just a set of tools from apple that makes everything else work. once you have that you are going to use a simple command to install node.js and npx. these are just the engines that allow your ai agents to talk to the market and build your systems

i realized that scaling to five hundred agents was going to be impossible if i used the most expensive ai models for every single task. that is when i found the ultimate secret sauce for keeping costs near zero while keeping performance high. there are specific eastern models like minimax two point five and glm four point seven that are one hundred times cheaper than the big name models but just as fire

you can connect these models through a platform called open code zen to get massive credits and access to every model you could ever need. using these models is like finding a shortcut in a race that everyone else is running the long way. while they are paying for high end luxury tokens you are running five hundred agents for the price of one

the tech world wants you to stay confused because it keeps them in a position of power. they want you to think you need to be a math genius or a senior developer to build a trading empire. but code is the great equalizer because the ai can now walk you through every single step of the process if you just know how to ask

i found that the best way to interact with these systems is actually through the command line once you get used to it. it is a much faster and cleaner experience than trying to use a janky user interface that crashes or lags. you can set up a simple shortcut like an alias so that typing a single letter launches your agent in dangerous mode with full permissions

the race to the moon is not about having the biggest ego or the most complex setup. it is about having the most data and iterating faster than everyone else in the game. if you are still manual trading or getting liquidated because you are too scared to touch the terminal you are already falling behind the curve

i have spent hundreds of thousands of dollars on developers in the past only to realize that i could have done it all myself with a little bit of focus. you do not need a computer science degree when you have an ai agent that can one shot a brick breaker game in front of your eyes. the separation between the winners and the losers in the next five years is going to be determined by who can manage an army of ai agents

even though costco will only sell you two mac minis at a time you can always find a way to scale if your vision is big enough. speed is the only currency that matters in a market that moves at the speed of light. you can either spend your afternoon trying to save ten dollars on a vps or you can spend it launching ten new agents that trade for you

the most successful traders i know are not the ones who found the perfect secret indicator. they are the ones who figured out how to automate their edge and remove the human emotion that leads to over trading and liquidations. once your systems are running you just have to sit back and watch the data take you where you need to go

i believe in you and i believe that anyone can master this if they are willing to stop being a normie and start being a data dog. don't let the fear of a black screen and white text stop you from building a life of freedom. the job is not finished until you have your agents working for you twenty four seven

the final piece of the puzzle is understanding that you are an asset to your family and your future depends on how well you adapt to this change. code is the only thing that can give you true scale and leverage in a world that is moving toward total automation. step on the gas and do not look back because the race has already started

[Shekels @ShekelsXBT]

@fibonacciweb3 @MoonDevOnYT Are you paying for tokens ?

[Shekels @ShekelsXBT]

@sharbel How’s the trading bot today? My Mac comes arrives in 12 hours 😈

[Shekels @ShekelsXBT]

@BowTiedPassport @scow_invest Lmao bro is a damn lie there’s some from there but if that woman is from Medellin or Cartagena 🚩

[Shekels @ShekelsXBT]

@sharbel Did you post an ai list you are using anywhere? My new to me MacBook Pro comes in thursdays. M2 Max 12/38 core and 96 gb ram… trying to decide on which hybrid or local setup… mini max 2.1 kimi 2.5 deepseek v3

[Shekels @ShekelsXBT]

@Ajaya_mayya @sharbel 8 gigs will be the bare minimum… you would need to find the cheapest ai models you can run. Claude will burn through that 30$

[Shekels @ShekelsXBT]

@MoonDevOnYT Yo G setting up openclaw this next week on new MacBook. Going to run local models… do you think those suffice ? Or should I do a hybrid setup. Using opus as the brain and some of the local models as muscle.