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💊 JUGG's big tit popper countdown adventure: sniff deep #gooner 🧴 Oiled massive melons make you stroke & melt your brain while you stare & edge forever – the ultimate shiny jugg-worship trance tape 🌀

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🚨Your "Iron-Fortified" Cereal & Breads Are Harming You—It's Dumping INDUSTRIAL METAL DUST in Your Bowl! That shiny "fortified" label? It's code for cheap, elemental iron filings—literally ground-up powder scraped from steel factories (same stuff as fine metal dust or steel wool shavings). Bioavailability? A laughable ~2%. The other 98%? It just sits in your gut, oxidizes & wreaks havoc. Worse: this inorganic iron directly blocks copper absorption & down-regulates ceruloplasmin, the master protein that mobilizes copper in your body. Result? Copper deficiency symptoms explode—even if you eat copper-rich foods: fatigue, brain fog, hair loss, anemia that won’t budge (because you need copper to use iron properly), weakened immunity, and rising ferritin with plunging energy. Big Food has been silently creating a nationwide copper crisis for decades while blaming iron deficiency. Our bodies evolved to get heme iron from meat & bioavailable trace minerals in balance—not isolated metal particles that throw the entire system out of whack. Cereals, breads, pasta, even infant formula… all laced with it. Ditch the filings. Switch to grass-fed beef, liver, oysters & real food. Make bread & pasta from organic non-enriched, non-fortified flour. Your cells will thank you.

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physical hardware yet you should look into a windows vps through a provider like contabo. most developers will tell you to use a linux terminal but if you aren't a coder yet you need a visual interface you can actually see. getting a windows server allows you to log in and see a desktop just like your home computer for about fifteen dollars a month. i usually recommend at least twelve gigabytes of ram to keep things from getting janky when you are running multiple browser windows and agents at once now you might be thinking that the whole point of the big hardware was to run local models like kimi or glm to save on api costs. i spent years thinking i had to own the machines myself and i even spent hundreds of thousands on developers before i realized i could just do this myself. the secret to running those massive open source models without the ten thousand dollar investment is renting gpu power by the hour. sites like lambda labs let you spin up a monster machine that can run any model in existence for just a couple dollars an hour this is the ultimate pivot because it allows you to test if your strategy actually prints money before you commit to the hardware. you can turn the server on when you are iterating and turn it off the second you are done which keeps your overhead near zero. if you haven't proven that your bot can pay for itself yet then buying a mac studio is just an expensive hobby rather than a business move. there is a much bigger loophole involving the anthropic subscriptions that most people are completely overlooking right now right now i am using a specific plan with claude code that costs about two hundred dollars a month but it lets me run open claw all day without hitting api limits. if i were paying for those same tokens through the standard api i would probably be spending hundreds of dollars every single day. it is a massive cost savings that allows you to iterate and fail until you find a winning strategy without draining your bank 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while you live your life the way you want to i believe that the era of the manual retail trader is coming to an end but the era of the retail coder is just getting started. through the pain of my own liquidations i found the path to automation and i am never going back to the old way of doing things. keep building and keep iterating because the great equalizer is right there in the terminal waiting for you to take control of your future

The Tradingview Source Code Hack: How Claude Code Actually Makes You Profitable building a trading bot in 2026 is less about being a genius coder and more about having the guts to stop letting your emotions drive your portfolio into a ditch. i spent years thinking that code was some secret language for the elite while i was busy getting liquidated on trades that should have been easy wins. the truth is that the simplest piece of automation can be the difference between a blown account and a system that actually grows while you sleep most traders are stuck in a loop of staring at charts until their eyes bleed and then making a panic decision at the worst possible moment. i used to be that guy who spent hundreds of thousands of dollars on developers because i thought i was too far behind to learn it myself. the moment i realized that code is the great equalizer was the moment i stopped being a victim of market makers who can see every single move i make the hardest part of trading is the transition from manual clicking to full automation and that is where most people quit because they think it is an all or nothing game. you do not need a bot that does everything on day one but you do need a way to stop yourself from over trading and hitting the market button like a slot machine. imagine if you could just tell a script to enter a position for you slowly over time so you never have to worry about catching a falling knife ever again the secret weapon in this 2026 landscape is something i call the easy bot which is basically a remote control for your trading discipline. most people use too much leverage and never take profits because their brain tells them it will go higher right before the dump hits. by using a chunking entry system you can tell your bot to buy a position piece by piece which averages your entry and keeps your heart rate low most traders do not realize that exchanges and market makers can see your stop loss sitting right there on the order book like a giant target. if you are tired of getting stopped out only to see the price immediately reverse in your direction then you need to understand the power of a ghost stop loss. a ghost stop loss lives in your code and not on the exchange so the market makers have no idea where your pain point is until the bot actually sends the close order this invisible protection is a game changer for anyone trading on high volatility chains like solana or hyperliquid where the wick hunting is relentless. i learned this the hard way after watching my manual trades get hunted over and over while my automated systems stayed perfectly safe in the shadows. once you have a bot monitoring your positions for you the stress of a potential liquidation basically vanishes because the machine does not hesitate when it is time to exit the real fun begins when you start thinking like a market maker instead of a gambler who is just hoping for a moon shot. instead of guessing where the top is you can set up a simple logic loop that says buy under this price and sell over that price all day long. this allows you to capture the sideways chop that normally drains a manual trader through fees and bad entries while you are out at the beach or focusing on your business breakout trading is another area where manual traders lose their edge because they are either too slow to react or they enter way too late on a fake out. a simple script can sit there and monitor price action 24/7 with more patience than any human being could ever dream of having. when the breakout actually happens the bot triggers the entry in milliseconds while you are still trying to unlock your phone and open the exchange app i started learning to code live on youtube because i wanted to prove that anyone can do this if they are willing to iterate to success. it is not about getting it perfect on the first try but about building the foundation with functions that get the position and check the token price. every single bot i run today 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Moon Dev

38,657 Aufrufe • vor 6 Monaten

I Spent $100k On Developers Before Learning This: Build Your AI Bot Today the blueprint to building your first ai trading bot without a degree or a single clue where to start is hidden in plain sight. most people think you need a stanford degree or some crazy math background to build these systems but i spent ten years in tech scared to code for that exact reason. i thought it was only for the geniuses and the nerds while i was just a guy who played video games and wanted his time back the reality is that code is the great equalizer because it doesn't care who you are or where you came from. i lost hundreds of thousands of dollars hiring developers who did shoddy work and i lost even more through liquidations and over trading because i was too emotional to follow my own rules. i knew i had to automate everything if i wanted to survive this game so i decided to learn live on youtube and iterate my way to success everyone is looking for the holy grail indicator that prints money while they sleep but they are looking in the wrong place. the real secret isn't a magical line on a chart but a process i call the rbi system which stands for research backtest and implement. most traders fail because they try to build a bot before they even know if their strategy worked in the past which is basically just gambling with extra steps you have to start with deep research into a strategy like supply and demand zones where you buy where the banks buy and sell where they sell. once you have a solid idea you must backtest it against years of data to see if it actually has an edge. if it doesn't work in the past it definitely won't work in the future but if it shows promise then you move to the implementation phase with small size there is a hidden cost to automation that can wipe out your profits before you even place a trade if you aren't careful. i found myself overusing api credits and running up a massive bill just to fetch wallet balances and token lists. if your bot is calling the exchange every five seconds just to see how much money you have you are essentially burning cash for no reason you can use ai tools like cursor to help you write the python code even if you are a total beginner. i still use ai to explain complex functions and identify where my code is being inefficient or chewing through credits. i had to refactor my entire dashboard and timer logic to only check balances every thirty minutes instead of every few seconds to save those precious credits the man who made thirty one billion dollars in the markets had one rule he never broke throughout his entire career. jim simons was the greatest algorithmic trader to ever live and he proved that systems will always beat human intuition over a long enough timeline. his secret wasn't some complex formula that no one else could understand but a commitment to a specific way of thinking simons always said you just have to make your systems better and better because that is what everyone else is trying to do. the game never really ends because the markets are always evolving and your edge will eventually decay if you don't iterate. this is why i build in public and show every step of the process because the iteration is where the actual money is made the reason you get liquidated isn't the market or the whales or some conspiracy against your small account. the real reason is the conversation you have with yourself at two in the morning when you are down on a trade and decide to move your stop loss. humans are built for survival not for trading and our emotions like fomo and fear will always sabotage our results when you automate your trading you are essentially signing a non negotiable contract with yourself that the bot will execute without question. if the plan says to sell fifty percent in an uptrend and ninety five percent in a downtrend the bot does it every single time. it doesn't feel the panic when a red candle drops or the greed when a green one spikes it just follows the code i used to spend all day staring at screens chasing bars up and down thinking that more screen time equaled more profit. i got into trading to get my time back but i ended up becoming a slave to the charts until i finally learned to code. now i have fully automated systems trading for me instead of getting liquidated because i removed the weakest link in the system which was me you don't need to spend ten years learning how to code before you can start building your own trading bots. if you spend three to six months getting the gist of python and using ai to bridge the gap you can start building immediately. start with a simple supply and demand bot that looks for major coin trends and only enters when the odds are heavily in your favor by checking the trend of bitcoin ethereum and solana simultaneously you can ensure you aren't fighting the overall market direction. i look for at least two out of those three to be trending before my bot is even allowed to look for an entry. this simple filter alone can save you from thousands of dollars in paper cuts during choppy sideways markets if you can't fly then run and if you can't run then walk but by all means you must keep moving toward automation. the process of taking an idea out of your brain and putting it into a system is the most secretive and valuable skill in the world. don't follow the pack and try to solve the same problems as everyone else but find your own edge and code it into existence the deal you make with yourself at the start of your journey is what determines if you will actually make it or not. i made a contract with myself to learn live and show everything because i believe that transparency is the only way to truly learn this craft. stick to your plan and iterate every single day because the systems you build today are the equalizers that will change your life tomorrow

I Spent $100k On Developers Before Learning This: Build Your AI Bot Today the blueprint to building your first ai trading bot without a degree or a single clue where to start is hidden in plain sight. most people think you need a stanford degree or some crazy math background to build these systems but i spent ten years in tech scared to code for that exact reason. i thought it was only for the geniuses and the nerds while i was just a guy who played video games and wanted his time back the reality is that code is the great equalizer because it doesn't care who you are or where you came from. i lost hundreds of thousands of dollars hiring developers who did shoddy work and i lost even more through liquidations and over trading because i was too emotional to follow my own rules. i knew i had to automate everything if i wanted to survive this game so i decided to learn live on youtube and iterate my way to success everyone is looking for the holy grail indicator that prints money while they sleep but they are looking in the wrong place. the real secret isn't a magical line on a chart but a process i call the rbi system which stands for research backtest and implement. most traders fail because they try to build a bot before they even know if their strategy worked in the past which is basically just gambling with extra steps you have to start with deep research into a strategy like supply and demand zones where you buy where the banks buy and sell where they sell. once you have a solid idea you must backtest it against years of data to see if it actually has an edge. if it doesn't work in the past it definitely won't work in the future but if it shows promise then you move to the implementation phase with small size there is a hidden cost to automation that can wipe out your profits before you even place a trade if you aren't careful. i found myself overusing api credits and running up a massive bill just to fetch wallet balances and token lists. if your bot is calling the exchange every five seconds just to see how much money you have you are essentially burning cash for no reason you can use ai tools like cursor to help you write the python code even if you are a total beginner. i still use ai to explain complex functions and identify where my code is being inefficient or chewing through credits. i had to refactor my entire dashboard and timer logic to only check balances every thirty minutes instead of every few seconds to save those precious credits the man who made thirty one billion dollars in the markets had one rule he never broke throughout his entire career. jim simons was the greatest algorithmic trader to ever live and he proved that systems will always beat human intuition over a long enough timeline. his secret wasn't some complex formula that no one else could understand but a commitment to a specific way of thinking simons always said you just have to make your systems better and better because that is what everyone else is trying to do. the game never really ends because the markets are always evolving and your edge will eventually decay if you don't iterate. this is why i build in public and show every step of the process because the iteration is where the actual money is made the reason you get liquidated isn't the market or the whales or some conspiracy against your small account. the real reason is the conversation you have with yourself at two in the morning when you are down on a trade and decide to move your stop loss. humans are built for survival not for trading and our emotions like fomo and fear will always sabotage our results when you automate your trading you are essentially signing a non negotiable contract with yourself that the bot will execute without question. if the plan says to sell fifty percent in an uptrend and ninety five percent in a downtrend the bot does it every single time. it doesn't feel the panic when a red candle drops or the greed when a green one spikes it just follows the code i used to spend all day staring at screens chasing bars up and down thinking that more screen time equaled more profit. i got into trading to get my time back but i ended up becoming a slave to the charts until i finally learned to code. now i have fully automated systems trading for me instead of getting liquidated because i removed the weakest link in the system which was me you don't need to spend ten years learning how to code before you can start building your own trading bots. if you spend three to six months getting the gist of python and using ai to bridge the gap you can start building immediately. start with a simple supply and demand bot that looks for major coin trends and only enters when the odds are heavily in your favor by checking the trend of bitcoin ethereum and solana simultaneously you can ensure you aren't fighting the overall market direction. i look for at least two out of those three to be trending before my bot is even allowed to look for an entry. this simple filter alone can save you from thousands of dollars in paper cuts during choppy sideways markets if you can't fly then run and if you can't run then walk but by all means you must keep moving toward automation. the process of taking an idea out of your brain and putting it into a system is the most secretive and valuable skill in the world. don't follow the pack and try to solve the same problems as everyone else but find your own edge and code it into existence the deal you make with yourself at the start of your journey is what determines if you will actually make it or not. i made a contract with myself to learn live and show everything because i believe that transparency is the only way to truly learn this craft. stick to your plan and iterate every single day because the systems you build today are the equalizers that will change your life tomorrow

Moon Dev

11,726 Aufrufe • vor 6 Monaten

The Ultimate Flavor Trio You MUST Try in Busan! Ever heard of "Samhap"? It’s the Korean art of eating three distinct ingredients in one perfect bite! Here in Busan, we found a hidden gem called Seunghajip that serves the most incredible Whole Octopus Samhap. Imagine stacking these three layers: Whole Octopus (Chewy & fresh) Suyuk (Tender boiled pork slices) Kimchi (The spicy, savory kick) Koreans believe in "Gunghap"—the perfect harmony of flavors. And let me tell you, this combination is a match made in heaven! 1-Day Busan Local Travel Itinerary with Seunghajip Recommended by VISIT KOREA! 1. Geumjeongsan Fortress Address: 78-5, Bukmun-ro, Geumjeong-gu, Busan Experience the deep history of Busan at Geumjeongsanseong. As you walk along the fortress walls connecting the four main gates, enjoy the breathtaking panoramic views stretching from the city center to the distant sea. 2. Dongnaeeup Fortress Address: San 48-2, Myeongnyun-dong, Dongnae-gu, Busan Explore 500 years of history in Dongnae, a symbolic area of Busan. Soak in the serene historical atmosphere—it’s the perfect spot to capture some aesthetic Reels against the backdrop of the past! 3. Ssangdung-i Pork and Rice Soup Address: 147, Asiad-daero, Dongnae-gu, Busan Taste another Busan specialty : Pork Rice Soup! Refuel your energy after the trek with a hearty bowl of soup and get ready for the afternoon schedule. 4. Heosimcheong Spa Address: 32, Oncheonjang-ro 107beon-gil, Dongnae-gu, Busan Time for healing! Experience the famous Dongnae hot spring culture that has been renowned for ages. Melt away your travel fatigue at this massive spa facility and experience authentic Korean bath culture. 5. Seunghajip Address: 31, Sajikbuk-ro 5beon-gil, Dongnae-gu, Busan The grand finale of your 1-day journey! Enjoy the Whole Octopus Samhap at Seunghajip, the spot featured in our video. Fill your stomach with this delicious trio of flavors and rest well for your next adventure!

The Ultimate Flavor Trio You MUST Try in Busan! Ever heard of "Samhap"? It’s the Korean art of eating three distinct ingredients in one perfect bite! Here in Busan, we found a hidden gem called Seunghajip that serves the most incredible Whole Octopus Samhap. Imagine stacking these three layers: Whole Octopus (Chewy & fresh) Suyuk (Tender boiled pork slices) Kimchi (The spicy, savory kick) Koreans believe in "Gunghap"—the perfect harmony of flavors. And let me tell you, this combination is a match made in heaven! 1-Day Busan Local Travel Itinerary with Seunghajip Recommended by VISIT KOREA! 1. Geumjeongsan Fortress Address: 78-5, Bukmun-ro, Geumjeong-gu, Busan Experience the deep history of Busan at Geumjeongsanseong. As you walk along the fortress walls connecting the four main gates, enjoy the breathtaking panoramic views stretching from the city center to the distant sea. 2. Dongnaeeup Fortress Address: San 48-2, Myeongnyun-dong, Dongnae-gu, Busan Explore 500 years of history in Dongnae, a symbolic area of Busan. Soak in the serene historical atmosphere—it’s the perfect spot to capture some aesthetic Reels against the backdrop of the past! 3. Ssangdung-i Pork and Rice Soup Address: 147, Asiad-daero, Dongnae-gu, Busan Taste another Busan specialty : Pork Rice Soup! Refuel your energy after the trek with a hearty bowl of soup and get ready for the afternoon schedule. 4. Heosimcheong Spa Address: 32, Oncheonjang-ro 107beon-gil, Dongnae-gu, Busan Time for healing! Experience the famous Dongnae hot spring culture that has been renowned for ages. Melt away your travel fatigue at this massive spa facility and experience authentic Korean bath culture. 5. Seunghajip Address: 31, Sajikbuk-ro 5beon-gil, Dongnae-gu, Busan The grand finale of your 1-day journey! Enjoy the Whole Octopus Samhap at Seunghajip, the spot featured in our video. Fill your stomach with this delicious trio of flavors and rest well for your next adventure!

VisitKorea

42,494 Aufrufe • vor 8 Monaten

Most social media tools suck. (I've tried them all over 7 years of doing this). They claim to help you go viral. They claim that you'll grow fast on social media. They claim that they'll make it easy on you, so you can just grow your following without having any form of skill or understanding. And now they're trying to go fully agentic, which only works if you know what you're doing (we'll talk about that later, we built the MCP for social media). Plus, when everyone has an advantage, it is no longer an advantage. I promise you, I love AI, but having it write everything for you, especially as a beginner, is a death sentence. You may get lucky and have one, two, or three posts do well. You may gain a lot of followers (because that's what they promise to get you to buy), but then what? Can you replicate it? Does your audience actually care about who you are? Or are you just a one hit wonder like every other creator who tries to get-followers-quick? The creators you love... the ones who put out ideas that actually change your life, understand that the creative process (capturing, resurfacing, and synthesizing ideas) is your competitive edge when everyone is racing to put out as much slop as possible. So we built an actual solution. For the people who know deep down that the toys and gimmicks being marketed to you aren't a long term strategy. It's called Eden. The second brain for creators. It has every scheduling, analytics, auto-dm, and outlier research (for all platforms) features that everyone else has - built by someone who knows what's useful and what's not. But it also has the ideation process built in, which cannot be skipped. Here's what it looks like, and how to write a post people actually care about: 1) Save inspiration from anywhere (and read + highlight) Capturing ideas, posts, links, and highlights inside of an agent or AI chat sounds like hell. Not everything needs to, or should be, jammed into a chat UI. In Eden you can: - Paste any social post link (we transcribe any post) - Integrate with Kindle, Snipd, or Readwise - Pull in X or Substack bookmarks - Jot down quick ideas or write inside docs - Open any YouTube transcript or article in Reader mode and highlight it We auto-categorize and tag everything for you, so our Deep Synthesis agent can find novel connections and relations across your library - making it easy to surface idaes you thought you lost. 2) Research what's working, study top creators Outlier tools are the bread and butter for every creator. When you do research for a YouTube video, you look for high performing titles and thumbnails, and you study what worked for others. But what about every other platform? We have a social corpus of 3m+ posts across all platforms and growing. You can scroll the Discover page for inspiration, search any creator and filter by top posts, or use Deep Social in the AI chat to search across all of them. This is what gives the MCP access to trending topics without scraping millions of posts yourself. 3) Create with everything in one place, build swipe files I don't think I will ever give up writing. I love sitting down in the morning, opening up a page, researching good ideas, and turning it into something worth sharing. In Eden, you work on Boards. You can paste social posts and build shareable swipe files, or you can add your outlines and drafts while having your library, chat, or ideas open right next to it. 4) Chat with anything to get the information you need Claude and ChatGPT are essential, but they are blind. They can't read social links. They can't see what's trending. When you're writing scripts, articles, posts, or drafts - you need to be able to pull information from the sources you research. In today's world, that usually means social posts, YouTube videos, and articles. 5) Draft, schedule, and publish to all platforms X, Instagram, LinkedIn, Substack, Threads, TikTok, and YouTube shorts. And yes, we are one of the first to support article scheduling to X and Substack. You don't have to copy paste to every platform anymore. You simply write, schedule, and let it go out to all platforms. 6) Or do it all from the MCP I don't believe that the future of content is fully agentic. But, that doesn't mean that AI can't help with researching top posts, ideation, and scheduling content. You do the writing and thinking, let AI handle the busy work and resurfacing of ideas you need to find. With Eden, you don't need to give up your Claude, Hermes, or other agentic workflows. You simply connect the MCP and now you can build your own agentic content system, if that's your cup of tea. Eden is the Social Media MCP. You don't have to pay for scrapers anymore. You can finally access trends, any social link, and any account. You can access your analytics, build content dashboards with our infrastructure (that you don't need to maintain as a full time job), and post. We've actually built 4 skills for deep topic research, personal brand strategy, building a content command center, and more - we'll link those below. All in all: If you're a creator, Eden is your base. It's where you write, research, and publish every single day. Try it free below:

DAN KOE

115,292 Aufrufe • vor 11 Tagen

Stop Gambling, Start Engineering: The Ultimate Guide To CCXT Algorithmic Trading most traders are essentially walking into a high stakes casino with a blindfold on while the house has a high speed laser aimed directly at their bankroll. if you have ever felt the soul crushing weight of a liquidation notification at three in the morning then you know the market is a 24/7 beast that eats human emotion for breakfast there is a hidden bridge that connects your laptop to almost every major crypto exchange in existence and once you cross it the game changes forever. 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 w/ 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. the secret weapon behind this transition is a library called ccxt which acts as a universal translator for exchanges like binance, bybit, and kucoin most people think they need to spend years studying computer science just to place a single trade via code but that is a lie designed to keep you on the sidelines. the reality is that once you understand how to initialize a connection you can control your entire portfolio with just a few lines of logic. it starts with importing the library and setting up your credentials in a way that doesn't leave your keys exposed to the world the first mistake that bankrupts most manual traders is the inability to act fast enough when the trend shifts. when you build a bot the first thing you need to master is the market order because it allows you to enter or exit a position instantly regardless of the price. it is the ultimate panic button for when a strategy goes south or a massive opportunity presents itself while market orders are great for speed they are the fastest way to get eaten alive by fees if you are not careful. this is where the limit order comes into play allowing you to dictate exactly what price you are willing to pay for an asset. by using a create limit order function you can place your bids and asks in the order book and wait for the market to come to you most traders forget that once an order is placed it stays active until it is either filled or manually removed. i have seen countless accounts go to zero because a bot kept piling on buy orders without ever checking to see if the previous ones were canceled. the cancel all orders function is the invisible shield that prevents your algorithm from accidentally over leveraging your account the real magic happens when you realize you can cancel more than just basic limit orders. there are untriggered conditional orders like stop losses and take profits that often hide in the background of an exchange waiting to ruin your day. by passing specific parameters into your cancel function you can wipe the slate clean and ensure your bot is starting from a neutral state every single time if you want to know what the whales are doing before it shows up on a candle chart then you need to be looking at the raw order book. fetching the order book gives you a direct view of every single bid and ask currently sitting on the exchange. this is the most honest data you can get because it represents real money waiting to be filled at specific price levels you can actually parse this data to find the exact top of the bid and the bottom of the ask to ensure your bot always gets the best possible entry. most retail traders are looking at delayed charts while your bot is reading the tape in real time and calculating the spread. this allows you to place orders that are optimized for the current liquidity rather than just guessing where the price might go one of the biggest hurdles in automation is managing the sheer volume of data that an exchange throws at you. when you fetch open high low close volume data you are getting the historical heartbeat of an asset across any timeframe you choose. this data is the foundation of every technical indicator from simple moving averages to complex machine learning models the problem is that raw data is often a mess of lists and dictionaries that are impossible for a human or a simple script to read efficiently. this is why we use pandas to convert that garbage into a structured data frame that looks exactly like a clean spreadsheet. once your data is in a data frame you can calculate rsi or macd with a single line of code and visualize the entire market structure the path to becoming a successful automated trader is not a sprint but a series of iterations toward a system that works. i chose to learn this live in front of the world because i wanted to prove that anyone can escape the cycle of over trading. you don't need a million dollars to start but you do need a system that removes the human element from the equation if you are still clicking buttons on a website then you are competing against machines that can process thousands of data points per second. it is time to stop playing a rigged game and start building your own edge in the market. the code is there for anyone to grab and the only thing standing between you and a fully automated portfolio is the willingness to sit down and write the first line every algorithm you build is a brick in a wall that protects your capital from the emotional swings of the crypto market. i spend my days refining these systems and sharing the process because i know how lonely it feels to lose everything to a flash crash. we are building a community where code is the tool and financial freedom is the goal the final step is realizing that your balance is just a number that your bot needs to manage with cold logic. by fetching your balance frequently your bot can calculate position sizes based on your total equity ensuring that no single trade can ever wipe you out. this is the difference between gambling and systematic trading and it is accessible to anyone with an internet connection i hope you take these tools and start building something that allows you to sleep peacefully while the markets do their thing. the industry is secretive for a reason but we are breaking those walls down one line of code at a time. the journey is long but the reward of never having to worry about a liquidation again is worth every second of the struggle

Stop Gambling, Start Engineering: The Ultimate Guide To CCXT Algorithmic Trading most traders are essentially walking into a high stakes casino with a blindfold on while the house has a high speed laser aimed directly at their bankroll. if you have ever felt the soul crushing weight of a liquidation notification at three in the morning then you know the market is a 24/7 beast that eats human emotion for breakfast there is a hidden bridge that connects your laptop to almost every major crypto exchange in existence and once you cross it the game changes forever. 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 w/ 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. the secret weapon behind this transition is a library called ccxt which acts as a universal translator for exchanges like binance, bybit, and kucoin most people think they need to spend years studying computer science just to place a single trade via code but that is a lie designed to keep you on the sidelines. the reality is that once you understand how to initialize a connection you can control your entire portfolio with just a few lines of logic. it starts with importing the library and setting up your credentials in a way that doesn't leave your keys exposed to the world the first mistake that bankrupts most manual traders is the inability to act fast enough when the trend shifts. when you build a bot the first thing you need to master is the market order because it allows you to enter or exit a position instantly regardless of the price. it is the ultimate panic button for when a strategy goes south or a massive opportunity presents itself while market orders are great for speed they are the fastest way to get eaten alive by fees if you are not careful. this is where the limit order comes into play allowing you to dictate exactly what price you are willing to pay for an asset. by using a create limit order function you can place your bids and asks in the order book and wait for the market to come to you most traders forget that once an order is placed it stays active until it is either filled or manually removed. i have seen countless accounts go to zero because a bot kept piling on buy orders without ever checking to see if the previous ones were canceled. the cancel all orders function is the invisible shield that prevents your algorithm from accidentally over leveraging your account the real magic happens when you realize you can cancel more than just basic limit orders. there are untriggered conditional orders like stop losses and take profits that often hide in the background of an exchange waiting to ruin your day. by passing specific parameters into your cancel function you can wipe the slate clean and ensure your bot is starting from a neutral state every single time if you want to know what the whales are doing before it shows up on a candle chart then you need to be looking at the raw order book. fetching the order book gives you a direct view of every single bid and ask currently sitting on the exchange. this is the most honest data you can get because it represents real money waiting to be filled at specific price levels you can actually parse this data to find the exact top of the bid and the bottom of the ask to ensure your bot always gets the best possible entry. most retail traders are looking at delayed charts while your bot is reading the tape in real time and calculating the spread. this allows you to place orders that are optimized for the current liquidity rather than just guessing where the price might go one of the biggest hurdles in automation is managing the sheer volume of data that an exchange throws at you. when you fetch open high low close volume data you are getting the historical heartbeat of an asset across any timeframe you choose. this data is the foundation of every technical indicator from simple moving averages to complex machine learning models the problem is that raw data is often a mess of lists and dictionaries that are impossible for a human or a simple script to read efficiently. this is why we use pandas to convert that garbage into a structured data frame that looks exactly like a clean spreadsheet. once your data is in a data frame you can calculate rsi or macd with a single line of code and visualize the entire market structure the path to becoming a successful automated trader is not a sprint but a series of iterations toward a system that works. i chose to learn this live in front of the world because i wanted to prove that anyone can escape the cycle of over trading. you don't need a million dollars to start but you do need a system that removes the human element from the equation if you are still clicking buttons on a website then you are competing against machines that can process thousands of data points per second. it is time to stop playing a rigged game and start building your own edge in the market. the code is there for anyone to grab and the only thing standing between you and a fully automated portfolio is the willingness to sit down and write the first line every algorithm you build is a brick in a wall that protects your capital from the emotional swings of the crypto market. i spend my days refining these systems and sharing the process because i know how lonely it feels to lose everything to a flash crash. we are building a community where code is the tool and financial freedom is the goal the final step is realizing that your balance is just a number that your bot needs to manage with cold logic. by fetching your balance frequently your bot can calculate position sizes based on your total equity ensuring that no single trade can ever wipe you out. this is the difference between gambling and systematic trading and it is accessible to anyone with an internet connection i hope you take these tools and start building something that allows you to sleep peacefully while the markets do their thing. the industry is secretive for a reason but we are breaking those walls down one line of code at a time. the journey is long but the reward of never having to worry about a liquidation again is worth every second of the struggle

Moon Dev

14,105 Aufrufe • vor 6 Monaten

You round the bend of that forgotten mountain trail, boots crunching on pine needles, the air thick with the scent of damp earth and rushing water. The stream’s been whispering to you for miles—clear, cold, cutting through granite like it’s been waiting centuries just for this moment. Then you see it: a small carved-out alcove tucked right against the bank, maybe three feet deep and wide enough for one person to kneel, the rock smoothed by who-knows-how-many old-timers before you. Sunlight slants in like a spotlight, turning the water’s edge into liquid gold. Your pulse kicks up. This isn’t just a pretty spot. This is a natural sluice box, a hidden trap where the current slows, drops its heavy cargo, and leaves the black sand shimmering like midnight promises. You drop your pack, heart hammering. Modern panning isn’t the back-breaking pick-and-shovel grind of 1849 anymore—you’ve got the kit: a lightweight 22-inch ceramic pan with riffles that catch every speck, a classifier screen to sort out the big stuff in seconds, a snuffer bottle the size of your thumb, and maybe a tiny hand sluice you can prop in the alcove’s curve if the mood strikes. Gold’s sitting at over $5,100 an ounce right now—prices that would’ve made those Forty-Niners weep. One decent pinch of flakes and you’re already ahead of your coffee money. You scoop a panful of that dark, promising gravel right from the alcove’s lip, plunge it into the stream, and start the dance: tilt, swirl, dip, let the river do the work. Lighter sands and pebbles wash away in lazy spirals while the heavies—magnetite, hematite, and yes, maybe that telltale flash of yellow—sink to the bottom like they belong there. The excitement builds with every swirl. You see the first “color”—tiny glittering threads hugging the riffles. Another pan. More. The alcove’s geometry is perfect; the stream bends just enough here to drop the good stuff century after century. You’re grinning like a kid, knees wet, sun warm on your neck, imagining the nugget that’s been waiting since the last ice age. A full vial after an hour? Two? The daydream races: sell it raw, melt it into a ring, or just keep it in a jar on the shelf as proof you outsmarted the mountains. Modern tools make it feel almost too easy—apps on your phone showing public claim maps, lightweight gear that fits in a daypack, even a cheap UV light to spot fluorescent tracers if you get fancy. This alcove could be your lucky strike. The thrill is electric. Here’s the straight truth, though, whispered like the stream itself: no, modern hand-panning isn’t a lucrative feat. Not in the “quit your job and buy a yacht” way. The average recreational panner pulls about 0.041 grams an hour in decent ground—that’s roughly twenty bucks at today’s prices, before gas, food, and the sheer sweat equity. A banner day in a rich pocket might net you a gram or two (maybe $160–$170), enough to cover your weekend and leave a little sparkle in your pocket. But most folks walk away with beautiful memories, a few flakes, and the quiet satisfaction of having chased the dream instead of scrolling on the couch. The real gold? The peace, the exercise, the story you’ll tell when you get home with wet boots and a grin you can’t wipe off. So yeah… that carved-out alcove next to the stream? It’s calling. Grab your pan, let the excitement build, and go see what the river’s been hiding. Just don’t quit your day job—let the mountains pay you in wonder instead.

You round the bend of that forgotten mountain trail, boots crunching on pine needles, the air thick with the scent of damp earth and rushing water. The stream’s been whispering to you for miles—clear, cold, cutting through granite like it’s been waiting centuries just for this moment. Then you see it: a small carved-out alcove tucked right against the bank, maybe three feet deep and wide enough for one person to kneel, the rock smoothed by who-knows-how-many old-timers before you. Sunlight slants in like a spotlight, turning the water’s edge into liquid gold. Your pulse kicks up. This isn’t just a pretty spot. This is a natural sluice box, a hidden trap where the current slows, drops its heavy cargo, and leaves the black sand shimmering like midnight promises. You drop your pack, heart hammering. Modern panning isn’t the back-breaking pick-and-shovel grind of 1849 anymore—you’ve got the kit: a lightweight 22-inch ceramic pan with riffles that catch every speck, a classifier screen to sort out the big stuff in seconds, a snuffer bottle the size of your thumb, and maybe a tiny hand sluice you can prop in the alcove’s curve if the mood strikes. Gold’s sitting at over $5,100 an ounce right now—prices that would’ve made those Forty-Niners weep. One decent pinch of flakes and you’re already ahead of your coffee money. You scoop a panful of that dark, promising gravel right from the alcove’s lip, plunge it into the stream, and start the dance: tilt, swirl, dip, let the river do the work. Lighter sands and pebbles wash away in lazy spirals while the heavies—magnetite, hematite, and yes, maybe that telltale flash of yellow—sink to the bottom like they belong there. The excitement builds with every swirl. You see the first “color”—tiny glittering threads hugging the riffles. Another pan. More. The alcove’s geometry is perfect; the stream bends just enough here to drop the good stuff century after century. You’re grinning like a kid, knees wet, sun warm on your neck, imagining the nugget that’s been waiting since the last ice age. A full vial after an hour? Two? The daydream races: sell it raw, melt it into a ring, or just keep it in a jar on the shelf as proof you outsmarted the mountains. Modern tools make it feel almost too easy—apps on your phone showing public claim maps, lightweight gear that fits in a daypack, even a cheap UV light to spot fluorescent tracers if you get fancy. This alcove could be your lucky strike. The thrill is electric. Here’s the straight truth, though, whispered like the stream itself: no, modern hand-panning isn’t a lucrative feat. Not in the “quit your job and buy a yacht” way. The average recreational panner pulls about 0.041 grams an hour in decent ground—that’s roughly twenty bucks at today’s prices, before gas, food, and the sheer sweat equity. A banner day in a rich pocket might net you a gram or two (maybe $160–$170), enough to cover your weekend and leave a little sparkle in your pocket. But most folks walk away with beautiful memories, a few flakes, and the quiet satisfaction of having chased the dream instead of scrolling on the couch. The real gold? The peace, the exercise, the story you’ll tell when you get home with wet boots and a grin you can’t wipe off. So yeah… that carved-out alcove next to the stream? It’s calling. Grab your pan, let the excitement build, and go see what the river’s been hiding. Just don’t quit your day job—let the mountains pay you in wonder instead.

🚫👁️Drinks on Saturday🇺🇸

1,322,206 Aufrufe • vor 5 Monaten

The Great Equalizer: How I Iterated Through 90+ Strategies to Automate My Financial Freedom ninety strategies sounds like a death wish but it is actually the only way to find your edge in a market designed to liquidate you. most traders are out here gambling with their rent money while the big players are using automated systems to harvest their liquidations. i know this because i spent hundreds of thousands of dollars on developers for apps thinking i could never code myself. i was getting wrecked by over trading and watching my accounts hit zero while i slept. code became the great equalizer for me because it removed the emotion that was killing my bankroll. i decided to learn to code live so i could iterate to success and now i have fully automated systems trading for me instead of getting liquidated by every wick. i just saw someone lose ten million dollars in a single month because they were trading by hand and got addicted to the screen. you have to understand that if you are not automating you are the exit liquidity for someone who is. the reality of advanced futures trading is not about finding one holy grail bot that prints money forever. it is about research and back testing until you find a strategy that has a statistical advantage. one of the most slept on concepts is variable risk scaling where you actually change your position size based on how volatile the market is. instead of just betting the same amount every time you increase your size when volatility is low and scale back when the market starts moving like crazy. this keeps you in the game during the draw downs that usually wipe people out. most people do the opposite and revenge trade with bigger size when they are losing which is the fastest way to the cemetery. i used to think i needed to be the smartest guy in the room to make this work but i realized i just needed to be the most disciplined with my risk parameters. there is a secret hidden in funding rates and basis trading that most retail traders never even look at. while everyone else is trying to guess if bitcoin is going to the moon or the floor you can actually make consistent money through funding rate arbitrage. you basically buy the asset in the spot market and simultaneously sell it in the futures market when the funding rate is high. you just sit there and collect the interest payments from the gamblers who are over leveraged on the other side. it is basically free money if you can manage the fees and keep your execution precise. i used to ignore these low yield plays because i wanted the big home runs but those home runs usually came with massive strikeouts. now i look for these carry trades as a way to keep the equity curve moving up and to the right while others are sweating over every price change. most traders fail because they use lagging indicators and expect them to predict the future with one hundred percent accuracy. the truth is that even the best trend following strategies like the golden cross or moving average crossovers only have about sixty five percent accuracy. you have to combine these with filters like the average directional index or relative strength index to make sure you are not just buying a fake breakout. a lot of people get chopped up in sideways markets because they do not have a trend strength filter to tell them to stay out of the trade. i learned to use multiple time frames to confirm my breakouts because if the one hour and the four hour charts are not saying the same thing then the trade is probably a trap. you have to be a searcher looking for those golden nuggets of alpha buried in mountains of data. i used to think that machine learning and genetic algorithms were just buzzwords that did not actually work for trading. then i realized that the 1990s tech trap is real and if you are still using basic indicators without any optimization you are decades behind. genetic algorithms are wild because they simulate natural selection to find the best parameters for your strategy through trial and error. you can actually build an environment where your bot learns from its own mistakes and optimizes its decision making process over time. i spent so much time thinking i was not smart enough to do this but once i started iterating live i found that the machines are much better at following rules than i ever was. code is the only way to compete with the high frequency firms that are looking for any tiny mispricing in the order book. slippage and bad execution will eat your profits faster than a bad trade ever could if you are not careful. most people just hit the market buy button and pay the spread and the fees without a second thought. you should be using smart order routing and limit orders to capture the bid ask spread instead of paying it to the market makers. i started using time weighted average price execution to spread my larger orders out over time so i did not move the market against myself. it is these tiny details in execution that separate the professional quants from the people who are just playing around. i had to learn this the hard way after losing a fortune on bad entries and exits that could have been avoided with a few lines of code. the ultimate goal of all of this is to build a compounding machine that grows your capital while you are living your life. you have to automate the reinvestment of your profits so that your position sizes grow as your account grows without you having to manually adjust anything. i like to use automated compounding algorithms that take a portion of my wins and put them back into the systems that are performing the best. this creates a snowball effect where your returns start to accelerate as the base capital increases. it took me years to realize that i did not need to be at the desk for eighteen hours a day to make life changing money. i just needed to build a system that was smarter and more disciplined than my own human brain. cross asset skew and volatility surface arbitrage are where the real quants play when the market gets efficient. you can look for mispricings between highly correlated assets like bitcoin and ethereum and trade the spread between them. when one asset gets overvalued relative to the other you short the leader and long the laggard until they revert back to the mean. this is a much safer way to trade because you are not betting on the direction of the market but rather the relationship between two assets. i spent a lot of money trying to guess the next big move before i realized that trading the relationship between assets was much more consistent. iteration is the only way to find these winks in the market that the average trader is completely blind to. it is a cold world in finance and most people are out here trying to step on your neck to get ahead. i believe that sharing this knowledge is important because code is the only thing that can give a regular person a fighting chance against the institutions. i started from zero and learned everything through failing and losing money until i finally figured out how to automate. now i spend my time building and testing instead of worrying about the next liquidation candle. you have to decide today if you want to keep being the exit liquidity or if you want to start building your own systems. the tools are all there and the data is accessible if you are willing to put in the work and stop negotiating with yourself. successful trading is not about being lucky it is about being prepared and having a system that can handle any market regime. whether the market is in a bull run or a total crash your bots should know exactly what to do based on the rules you have coded into them. i use risk weighted allocation to make sure that my capital is always moving toward the strategies with the highest sharp ratio and the lowest volatility. this keeps the portfolio stable even when the crypto market is going through its typical insane swings. i finally found peace in this game because i know that my automated systems are following the math while everyone else is following their feelings. code is the great equalizer and it is time for you to start using it to protect your future and build your empire there are over ninety strategies you can test and most of them will not work for your specific style but you only need one or two to change your life. i have built a fat list of ideas from research and i spend every day back testing and refining them to stay ahead of the curve. do not let the fear of coding stop you from taking control of your financial destiny because i am living proof that anyone can learn. i would rather spend my time iterating to success than getting liquidated by some random news event that i could not predict. the journey from losing hundreds of thousands to fully automated success was long but it was the best investment i ever made. keep your heart open and lead with love in this game and i promise the universe will start passing you those golden nuggets of alpha you have been searching for

The Great Equalizer: How I Iterated Through 90+ Strategies to Automate My Financial Freedom ninety strategies sounds like a death wish but it is actually the only way to find your edge in a market designed to liquidate you. most traders are out here gambling with their rent money while the big players are using automated systems to harvest their liquidations. i know this because i spent hundreds of thousands of dollars on developers for apps thinking i could never code myself. i was getting wrecked by over trading and watching my accounts hit zero while i slept. code became the great equalizer for me because it removed the emotion that was killing my bankroll. i decided to learn to code live so i could iterate to success and now i have fully automated systems trading for me instead of getting liquidated by every wick. i just saw someone lose ten million dollars in a single month because they were trading by hand and got addicted to the screen. you have to understand that if you are not automating you are the exit liquidity for someone who is. the reality of advanced futures trading is not about finding one holy grail bot that prints money forever. it is about research and back testing until you find a strategy that has a statistical advantage. one of the most slept on concepts is variable risk scaling where you actually change your position size based on how volatile the market is. instead of just betting the same amount every time you increase your size when volatility is low and scale back when the market starts moving like crazy. this keeps you in the game during the draw downs that usually wipe people out. most people do the opposite and revenge trade with bigger size when they are losing which is the fastest way to the cemetery. i used to think i needed to be the smartest guy in the room to make this work but i realized i just needed to be the most disciplined with my risk parameters. there is a secret hidden in funding rates and basis trading that most retail traders never even look at. while everyone else is trying to guess if bitcoin is going to the moon or the floor you can actually make consistent money through funding rate arbitrage. you basically buy the asset in the spot market and simultaneously sell it in the futures market when the funding rate is high. you just sit there and collect the interest payments from the gamblers who are over leveraged on the other side. it is basically free money if you can manage the fees and keep your execution precise. i used to ignore these low yield plays because i wanted the big home runs but those home runs usually came with massive strikeouts. now i look for these carry trades as a way to keep the equity curve moving up and to the right while others are sweating over every price change. most traders fail because they use lagging indicators and expect them to predict the future with one hundred percent accuracy. the truth is that even the best trend following strategies like the golden cross or moving average crossovers only have about sixty five percent accuracy. you have to combine these with filters like the average directional index or relative strength index to make sure you are not just buying a fake breakout. a lot of people get chopped up in sideways markets because they do not have a trend strength filter to tell them to stay out of the trade. i learned to use multiple time frames to confirm my breakouts because if the one hour and the four hour charts are not saying the same thing then the trade is probably a trap. you have to be a searcher looking for those golden nuggets of alpha buried in mountains of data. i used to think that machine learning and genetic algorithms were just buzzwords that did not actually work for trading. then i realized that the 1990s tech trap is real and if you are still using basic indicators without any optimization you are decades behind. genetic algorithms are wild because they simulate natural selection to find the best parameters for your strategy through trial and error. you can actually build an environment where your bot learns from its own mistakes and optimizes its decision making process over time. i spent so much time thinking i was not smart enough to do this but once i started iterating live i found that the machines are much better at following rules than i ever was. code is the only way to compete with the high frequency firms that are looking for any tiny mispricing in the order book. slippage and bad execution will eat your profits faster than a bad trade ever could if you are not careful. most people just hit the market buy button and pay the spread and the fees without a second thought. you should be using smart order routing and limit orders to capture the bid ask spread instead of paying it to the market makers. i started using time weighted average price execution to spread my larger orders out over time so i did not move the market against myself. it is these tiny details in execution that separate the professional quants from the people who are just playing around. i had to learn this the hard way after losing a fortune on bad entries and exits that could have been avoided with a few lines of code. the ultimate goal of all of this is to build a compounding machine that grows your capital while you are living your life. you have to automate the reinvestment of your profits so that your position sizes grow as your account grows without you having to manually adjust anything. i like to use automated compounding algorithms that take a portion of my wins and put them back into the systems that are performing the best. this creates a snowball effect where your returns start to accelerate as the base capital increases. it took me years to realize that i did not need to be at the desk for eighteen hours a day to make life changing money. i just needed to build a system that was smarter and more disciplined than my own human brain. cross asset skew and volatility surface arbitrage are where the real quants play when the market gets efficient. you can look for mispricings between highly correlated assets like bitcoin and ethereum and trade the spread between them. when one asset gets overvalued relative to the other you short the leader and long the laggard until they revert back to the mean. this is a much safer way to trade because you are not betting on the direction of the market but rather the relationship between two assets. i spent a lot of money trying to guess the next big move before i realized that trading the relationship between assets was much more consistent. iteration is the only way to find these winks in the market that the average trader is completely blind to. it is a cold world in finance and most people are out here trying to step on your neck to get ahead. i believe that sharing this knowledge is important because code is the only thing that can give a regular person a fighting chance against the institutions. i started from zero and learned everything through failing and losing money until i finally figured out how to automate. now i spend my time building and testing instead of worrying about the next liquidation candle. you have to decide today if you want to keep being the exit liquidity or if you want to start building your own systems. the tools are all there and the data is accessible if you are willing to put in the work and stop negotiating with yourself. successful trading is not about being lucky it is about being prepared and having a system that can handle any market regime. whether the market is in a bull run or a total crash your bots should know exactly what to do based on the rules you have coded into them. i use risk weighted allocation to make sure that my capital is always moving toward the strategies with the highest sharp ratio and the lowest volatility. this keeps the portfolio stable even when the crypto market is going through its typical insane swings. i finally found peace in this game because i know that my automated systems are following the math while everyone else is following their feelings. code is the great equalizer and it is time for you to start using it to protect your future and build your empire there are over ninety strategies you can test and most of them will not work for your specific style but you only need one or two to change your life. i have built a fat list of ideas from research and i spend every day back testing and refining them to stay ahead of the curve. do not let the fear of coding stop you from taking control of your financial destiny because i am living proof that anyone can learn. i would rather spend my time iterating to success than getting liquidated by some random news event that i could not predict. the journey from losing hundreds of thousands to fully automated success was long but it was the best investment i ever made. keep your heart open and lead with love in this game and i promise the universe will start passing you those golden nuggets of alpha you have been searching for

Moon Dev

11,196 Aufrufe • vor 6 Monaten

Okay buckle up (or don’t, we’re yanking seats in a minute) — here’s the actual Vision Jet dream setup, stripped of all the private-jet nonsense because this thing is NOT a flying yacht. It’s a flying Subaru Outback with afterburners. That’s it. No diamond-encrusted cupholders, no champagne fridge the size of a minivan. Just a single-engine rocket that an actual human can fly themselves. Picture this: you touch down at sunset next to a lake, pop the door, and the kids are already screaming “GLAMPING TIME!” while you’re dragging out sleeping bags and a portable grill. Wings become shade awnings. Tailcone holds the firewood. The parachute system? Now it’s just insurance that your family adventure doesn’t end in a fireball (bonus points). Next morning you brew coffee under the jet, hike all day, come back, stuff everything back in, and fly home before the Monday Zoom call. Operating costs? Real talk: $800–$1,100 per hour all-in for a normal family that actually flies it (fuel, maintenance, the works). Cheaper than owning a big boat and way more useful. Luxury? Nah. This is just the ultimate family hack: teleportation + instant campground. So yeah… we may HAVE to make “Vision Jet glamping with the family” a full-blown THING. Not “private jet” influencers in suits. Real families. Real dirt. Real stories. Real “wait, you flew the minivan here?!” flex. Who's in? Or is that too much?

Okay buckle up (or don’t, we’re yanking seats in a minute) — here’s the actual Vision Jet dream setup, stripped of all the private-jet nonsense because this thing is NOT a flying yacht. It’s a flying Subaru Outback with afterburners. That’s it. No diamond-encrusted cupholders, no champagne fridge the size of a minivan. Just a single-engine rocket that an actual human can fly themselves. Picture this: you touch down at sunset next to a lake, pop the door, and the kids are already screaming “GLAMPING TIME!” while you’re dragging out sleeping bags and a portable grill. Wings become shade awnings. Tailcone holds the firewood. The parachute system? Now it’s just insurance that your family adventure doesn’t end in a fireball (bonus points). Next morning you brew coffee under the jet, hike all day, come back, stuff everything back in, and fly home before the Monday Zoom call. Operating costs? Real talk: $800–$1,100 per hour all-in for a normal family that actually flies it (fuel, maintenance, the works). Cheaper than owning a big boat and way more useful. Luxury? Nah. This is just the ultimate family hack: teleportation + instant campground. So yeah… we may HAVE to make “Vision Jet glamping with the family” a full-blown THING. Not “private jet” influencers in suits. Real families. Real dirt. Real stories. Real “wait, you flew the minivan here?!” flex. Who's in? Or is that too much?

🚫👁️Drinks on Saturday🇺🇸

44,382 Aufrufe • vor 5 Monaten

Here’s the ICE watch training video Cam Higby 🇺🇸 found. Let’s deconstruct the first few minutes. Lead by Eric Ward, a senior fellow at the Southern Poverty Law Center, a far-left NGO with nearly a billion-dollar endowment. His academic work is in “Stochastic terrorism,” which is “using hostile public rhetoric, repeated and amplified across media and communication platforms.” Literally, his expertise is manipulating minds. He’s not an expert on peaceful protests. He’s not an operational guy. His background is in psychological warfare. Participants were told “for their safety” they must “have training,” but this training isn’t about situational awareness, first aid, or practical defense against pepper spray. It’s, in fact, teaching you how to mentally prepare to escalate violence. Let’s look at his tactic. First, a meditation session. Why? To get you “out of your brain” and in “touch with feelings.” He then explicitly tells everyone to tune out everything but their feelings. Next… the four thousand people here are being asked to confront armed federal agents. What is the natural reaction for anyone confronting armed men? Nervousness. I love the police; my father-in-law was an NYPD officer, but my heart beats faster when I’m pulled over by my local PD. He’s telling them to listen to that “heat behind the eyes, tremble in your hands,” which is fine, but then he is lying. He’s telling you to interpret that natural panic when facing authority as moral superiority and your “conscious.” Next, he has to dehumanize opponents and set the stage for “us vs. them,” but this is tricky because almost every American knows a Republican. So he says “I want to be clear who they are,” and he gets very specific so the picture of your MAGA uncle or priest doesn’t enter your mind. Then he states the obvious, which everyone (even MAGA) will agree on: “Renee Good should be alive. Alex Pretti should be alive.” I agree with that statement, but the question is who’s responsible for their deaths. IMHO, the person most responsible is Eric Ward, but of course, he’s not going to blame himself. Then he says, “The people who died at the hands of ICE snd border patrol should be alive.” What people? He doesn’t say. It’s not about the people; it’s about drawing a straight line from Renee and Alex to ICE. Then he says, “Let’s tell the truth.” Which any kindergartener knows is followed by lies, but his listeners are in a trance from the breathing exercise. Listen to the sing-song nature of how he speaks. It’s literally hypnosis. Hypnosis for the BIG whopper lie: “Federal law enforcement is not here to keep us safe.” Really, Eric? Maybe you can make an argument that some federal law enforcement isn’t here to keep us safe… but you didn’t specify. You didn’t exclude organizations like the US Coast Guard, which is federal immigration law enforcement and does keep us safe. Why? Because he needs to paint with broad strokes in case other agencies are called in. Nad now the stage is set to dehumanize: “Federal law enforcement is killing people, beating people…” And the worst lie: “Detaining people like disposable objects.” Once you are hypnotized. Once you trust your feelings over facts. Once you know those feelings make you morally superior. Once you know ICE thinks you are “disposable garbage,” then you are prepared to act with violence! Just trust your feelings and don’t look at the massive endowment the Southern Poverty Law Center has to fund physiological operatives trained in Marxist theory like Eric Ward.

Here’s the ICE watch training video Cam Higby 🇺🇸 found. Let’s deconstruct the first few minutes. Lead by Eric Ward, a senior fellow at the Southern Poverty Law Center, a far-left NGO with nearly a billion-dollar endowment. His academic work is in “Stochastic terrorism,” which is “using hostile public rhetoric, repeated and amplified across media and communication platforms.” Literally, his expertise is manipulating minds. He’s not an expert on peaceful protests. He’s not an operational guy. His background is in psychological warfare. Participants were told “for their safety” they must “have training,” but this training isn’t about situational awareness, first aid, or practical defense against pepper spray. It’s, in fact, teaching you how to mentally prepare to escalate violence. Let’s look at his tactic. First, a meditation session. Why? To get you “out of your brain” and in “touch with feelings.” He then explicitly tells everyone to tune out everything but their feelings. Next… the four thousand people here are being asked to confront armed federal agents. What is the natural reaction for anyone confronting armed men? Nervousness. I love the police; my father-in-law was an NYPD officer, but my heart beats faster when I’m pulled over by my local PD. He’s telling them to listen to that “heat behind the eyes, tremble in your hands,” which is fine, but then he is lying. He’s telling you to interpret that natural panic when facing authority as moral superiority and your “conscious.” Next, he has to dehumanize opponents and set the stage for “us vs. them,” but this is tricky because almost every American knows a Republican. So he says “I want to be clear who they are,” and he gets very specific so the picture of your MAGA uncle or priest doesn’t enter your mind. Then he states the obvious, which everyone (even MAGA) will agree on: “Renee Good should be alive. Alex Pretti should be alive.” I agree with that statement, but the question is who’s responsible for their deaths. IMHO, the person most responsible is Eric Ward, but of course, he’s not going to blame himself. Then he says, “The people who died at the hands of ICE snd border patrol should be alive.” What people? He doesn’t say. It’s not about the people; it’s about drawing a straight line from Renee and Alex to ICE. Then he says, “Let’s tell the truth.” Which any kindergartener knows is followed by lies, but his listeners are in a trance from the breathing exercise. Listen to the sing-song nature of how he speaks. It’s literally hypnosis. Hypnosis for the BIG whopper lie: “Federal law enforcement is not here to keep us safe.” Really, Eric? Maybe you can make an argument that some federal law enforcement isn’t here to keep us safe… but you didn’t specify. You didn’t exclude organizations like the US Coast Guard, which is federal immigration law enforcement and does keep us safe. Why? Because he needs to paint with broad strokes in case other agencies are called in. Nad now the stage is set to dehumanize: “Federal law enforcement is killing people, beating people…” And the worst lie: “Detaining people like disposable objects.” Once you are hypnotized. Once you trust your feelings over facts. Once you know those feelings make you morally superior. Once you know ICE thinks you are “disposable garbage,” then you are prepared to act with violence! Just trust your feelings and don’t look at the massive endowment the Southern Poverty Law Center has to fund physiological operatives trained in Marxist theory like Eric Ward.

John Ʌ Konrad V

230,051 Aufrufe • vor 7 Monaten

Why Opus 4.6 Is The Final Boss Of Algorithmic Trading (Full Bot Build) the day of the human trader is officially over and most people are still staring at charts like it is 1995. wall street is terrified because the barrier to entry just got deleted by a piece of software that can outthink a stanford graduate in seconds. they want you to believe that you need a multi million dollar education to compete with the big banks. they want you to stay stuck in the cycle of emotional trading and leverage because that is how they pay for their hamptons houses. but there is a specific reason why every retail trader is about to become obsolete unless they pivot right now. i am going to show you exactly why your current strategy is a mathematical death trap and how a single jump in technology just changed the game forever every time you sit down at your computer to draw lines on a chart you are entering a gunfight with a toothpick. the institutions have been using high frequency algorithms for decades while you are trying to guess which way the candle is going to move based on a feeling in your gut. it is not a fair fight and it was never intended to be. last year we were looking at models that could barely handle basic logic but now the intelligence has scaled to a point where the machines are finding edges we did not even know existed. there is a ghost in the machine that is pulling out strategies with sharp ratios so high they look like typos. if you do not understand how to harness this power you are essentially donating your capital to the people who already have too much of it i spent hundreds of thousands of dollars on developers because i was too scared to learn how to code myself. i thought that being the idea guy was enough and that i could just hire people from upwork to build my dreams. i got rinsed for years paying for apps and bots that did not work because i did not have my hands on the wheel. it took losing a massive amount of money through liquidations and over trading to realize that nobody was coming to save me. i had to become the person who could build the systems or i was going to be another statistic in the graveyard of traders who thought they were smarter than the math. once i finally sat down and forced myself to understand the syntax everything shifted and the world became a giant playground of data the truth is that code is the great equalizer because it does not care where you came from or what school you went to. i got held back in seventh grade and my teacher told me i would not make it around here. that kind of talk is meant to keep you in your place but the computer does not have a bias. if you can write the logic the system will execute it exactly as told regardless of your background. we are living in a time where a kid in a basement can build a system that rivals a hedge fund because the big tech companies are subsidizing our intelligence. they are spending hundreds of billions of dollars on infrastructure and we are the ones who get to reap the rewards of their competition most people fail in this game because they fall in love with a single idea and refuse to let it go even when it is burning their account to the ground. they spend months or years trying to make one indicator work when the data clearly shows it is trash. you have to drop the ego and realize that your intuition is probably your biggest liability. the secret to winning is iterating to success by testing a hundred ideas until you find the one that actually sticks. i call it the rbi system which stands for research backtest and implement. if you skip any of these steps you are just gambling with extra steps and the house always wins in the end research is where most traders get lazy because they just want a magic bot that prints money while they sleep. they go to youtube and find some guy promising a ninety percent win rate with a rsi crossover. that is not research that is falling for marketing fluff designed to sell you a dream. real research happens when you dive into white papers and study what the quants are actually doing on wall street. you look for market inefficiencies like liquidation clusters and cross exchange discrepancies that are hidden in plain sight. by the time you finish this process you should have a list of ideas that are grounded in reality instead of wishful thinking backtesting is the filter that saves you from losing your life savings on a bad hunch. most people use tools that repaint or give them false confidence because the data is not being handled correctly. if you are using a basic charting platform to see if your strategy works you are likely seeing a version of history that does not exist. you need to use raw python libraries like backtesting py to see the cold hard truth of how your logic would have performed. when you see a drawdown of thirty percent on paper you realize that using ten times leverage would have deleted your account five times over. the math does not lie and it is the only thing that can protect you from your own greed the most dangerous drug in the world is leverage because it makes you feel like a genius right before it makes you a pauper. i have watched two billion dollars get liquidated in a single day because people thought they could predict the bottom with fifty times leverage. the exchanges can see exactly where your liquidation price is and they have every incentive to push the price there to hunt your liquidity. you are playing in a casino where the house can see your cards and they are actively trying to take them from you. the only way to win is to stop playing their game and start using limit orders to save on the fees that are slowly bleeding you dry it is funny how much money people will spend on food and entertainment but they will hesitate to invest in their own education. they will spend a thousand dollars on a weekend out but will not put that same money into learning a skill that could provide for them for the rest of their lives. money is just a tool of exchange and it always replenishes if you are providing value to the world. if you spend your capital on knowledge you are buying back your time and your freedom. i decided to live my life on youtube and build in public because i wanted to show people that a regular guy could do this. now i have fully automated systems trading for me while i sleep and i never have to worry about getting licked by a sudden market move again chasing the greats like jim simons is not about the money it is about the mastery of the system. he ran up a net worth of over thirty billion dollars by doing exactly what we are talking about here. he did not stare at charts all day and hope for the best he built models that exploited the mathematical laws of the market. he was a scientist first and a trader second and that is the mindset you need to adopt. if you are not approaching this quantitatively you are just a gambler who happens to be sitting at a computer. the goal is to become a quant researcher who happens to have robots executing their findings the transition from hand trader to automated builder is the most liberating thing you can do for your mental health. you go from waking up in a cold sweat checking your phone to waking up and checking your logs to see how the system performed. even if the day was red you have data that tells you why and you can use that to make the system better tomorrow. it is a process of constant improvement and refinement that never really ends. you are building a legacy of code that will continue to work for you as long as the electricity is running. i am not afraid to die on a treadmill because i know that i will outwork anyone who is just looking for a shortcut if you are still on the fence about whether or not you can do this just remember that i was exactly where you are. i was losing money and feeling like the market was rigged against me because it actually was. i had to decide that i was going to change my environment and take control of my own destiny. you have the same opportunity right now to pivot and start building your own automated future. the models are getting better every single day and the barrier to entry is lower than it has ever been in human history. you just have to decide to lock in and do the work for a thousand days until you become undeniable there is no better feeling than finding a strategy that has a sharp ratio over ten and knowing that you built it with your own two hands. it is a moment of pure clarity where you realize that you are no longer a victim of the market. you are the architect of your own financial reality and the possibilities are literally endless. i am going to keep sharing everything i find because i believe that we can take on wall street together. as long as i am breathing i will be stepping on the gas and pushing the boundaries of what is possible with code. welcome to the family and let's get after it because the machines are already running and they are not waiting for anyone

Why Opus 4.6 Is The Final Boss Of Algorithmic Trading (Full Bot Build) the day of the human trader is officially over and most people are still staring at charts like it is 1995. wall street is terrified because the barrier to entry just got deleted by a piece of software that can outthink a stanford graduate in seconds. they want you to believe that you need a multi million dollar education to compete with the big banks. they want you to stay stuck in the cycle of emotional trading and leverage because that is how they pay for their hamptons houses. but there is a specific reason why every retail trader is about to become obsolete unless they pivot right now. i am going to show you exactly why your current strategy is a mathematical death trap and how a single jump in technology just changed the game forever every time you sit down at your computer to draw lines on a chart you are entering a gunfight with a toothpick. the institutions have been using high frequency algorithms for decades while you are trying to guess which way the candle is going to move based on a feeling in your gut. it is not a fair fight and it was never intended to be. last year we were looking at models that could barely handle basic logic but now the intelligence has scaled to a point where the machines are finding edges we did not even know existed. there is a ghost in the machine that is pulling out strategies with sharp ratios so high they look like typos. if you do not understand how to harness this power you are essentially donating your capital to the people who already have too much of it i spent hundreds of thousands of dollars on developers because i was too scared to learn how to code myself. i thought that being the idea guy was enough and that i could just hire people from upwork to build my dreams. i got rinsed for years paying for apps and bots that did not work because i did not have my hands on the wheel. it took losing a massive amount of money through liquidations and over trading to realize that nobody was coming to save me. i had to become the person who could build the systems or i was going to be another statistic in the graveyard of traders who thought they were smarter than the math. once i finally sat down and forced myself to understand the syntax everything shifted and the world became a giant playground of data the truth is that code is the great equalizer because it does not care where you came from or what school you went to. i got held back in seventh grade and my teacher told me i would not make it around here. that kind of talk is meant to keep you in your place but the computer does not have a bias. if you can write the logic the system will execute it exactly as told regardless of your background. we are living in a time where a kid in a basement can build a system that rivals a hedge fund because the big tech companies are subsidizing our intelligence. they are spending hundreds of billions of dollars on infrastructure and we are the ones who get to reap the rewards of their competition most people fail in this game because they fall in love with a single idea and refuse to let it go even when it is burning their account to the ground. they spend months or years trying to make one indicator work when the data clearly shows it is trash. you have to drop the ego and realize that your intuition is probably your biggest liability. the secret to winning is iterating to success by testing a hundred ideas until you find the one that actually sticks. i call it the rbi system which stands for research backtest and implement. if you skip any of these steps you are just gambling with extra steps and the house always wins in the end research is where most traders get lazy because they just want a magic bot that prints money while they sleep. they go to youtube and find some guy promising a ninety percent win rate with a rsi crossover. that is not research that is falling for marketing fluff designed to sell you a dream. real research happens when you dive into white papers and study what the quants are actually doing on wall street. you look for market inefficiencies like liquidation clusters and cross exchange discrepancies that are hidden in plain sight. by the time you finish this process you should have a list of ideas that are grounded in reality instead of wishful thinking backtesting is the filter that saves you from losing your life savings on a bad hunch. most people use tools that repaint or give them false confidence because the data is not being handled correctly. if you are using a basic charting platform to see if your strategy works you are likely seeing a version of history that does not exist. you need to use raw python libraries like backtesting py to see the cold hard truth of how your logic would have performed. when you see a drawdown of thirty percent on paper you realize that using ten times leverage would have deleted your account five times over. the math does not lie and it is the only thing that can protect you from your own greed the most dangerous drug in the world is leverage because it makes you feel like a genius right before it makes you a pauper. i have watched two billion dollars get liquidated in a single day because people thought they could predict the bottom with fifty times leverage. the exchanges can see exactly where your liquidation price is and they have every incentive to push the price there to hunt your liquidity. you are playing in a casino where the house can see your cards and they are actively trying to take them from you. the only way to win is to stop playing their game and start using limit orders to save on the fees that are slowly bleeding you dry it is funny how much money people will spend on food and entertainment but they will hesitate to invest in their own education. they will spend a thousand dollars on a weekend out but will not put that same money into learning a skill that could provide for them for the rest of their lives. money is just a tool of exchange and it always replenishes if you are providing value to the world. if you spend your capital on knowledge you are buying back your time and your freedom. i decided to live my life on youtube and build in public because i wanted to show people that a regular guy could do this. now i have fully automated systems trading for me while i sleep and i never have to worry about getting licked by a sudden market move again chasing the greats like jim simons is not about the money it is about the mastery of the system. he ran up a net worth of over thirty billion dollars by doing exactly what we are talking about here. he did not stare at charts all day and hope for the best he built models that exploited the mathematical laws of the market. he was a scientist first and a trader second and that is the mindset you need to adopt. if you are not approaching this quantitatively you are just a gambler who happens to be sitting at a computer. the goal is to become a quant researcher who happens to have robots executing their findings the transition from hand trader to automated builder is the most liberating thing you can do for your mental health. you go from waking up in a cold sweat checking your phone to waking up and checking your logs to see how the system performed. even if the day was red you have data that tells you why and you can use that to make the system better tomorrow. it is a process of constant improvement and refinement that never really ends. you are building a legacy of code that will continue to work for you as long as the electricity is running. i am not afraid to die on a treadmill because i know that i will outwork anyone who is just looking for a shortcut if you are still on the fence about whether or not you can do this just remember that i was exactly where you are. i was losing money and feeling like the market was rigged against me because it actually was. i had to decide that i was going to change my environment and take control of my own destiny. you have the same opportunity right now to pivot and start building your own automated future. the models are getting better every single day and the barrier to entry is lower than it has ever been in human history. you just have to decide to lock in and do the work for a thousand days until you become undeniable there is no better feeling than finding a strategy that has a sharp ratio over ten and knowing that you built it with your own two hands. it is a moment of pure clarity where you realize that you are no longer a victim of the market. you are the architect of your own financial reality and the possibilities are literally endless. i am going to keep sharing everything i find because i believe that we can take on wall street together. as long as i am breathing i will be stepping on the gas and pushing the boundaries of what is possible with code. welcome to the family and let's get after it because the machines are already running and they are not waiting for anyone

Moon Dev

46,677 Aufrufe • vor 6 Monaten

🎶🎶 Karmageddon 🎶🎶 By: Iyah May iyah may The Australian singer refused to acquiesce and change the lyrics to this song which resulted in being dropped by her manager and leaving her record label (Island Records Australia a division of Universal Music AU), since becoming an independent artist. She boldly called out cancel culture, corporate deceit, big pharma profiteering, division/duality, endless wars, fake news legacy media, pedophilia and political corruption. Lyrics: I open up my phone on a Monday morning Staring at my screen I'm tired and a little lonely Mr Musk (Elon Musk) he said some shit the lefts are angry Twitter wars and Gaza man it's overwhelming Maybe that's how life becomes when People less important than a profit line No one cares about your dreams just pay Your tax on time Keep scrolling Hold me near to you now Gender, guns, religion and abortion rights You better pick a tribe and hate the other side Keep scrolling But did you see Taylor (Taylor Swift) live? Man made virus watch the millions die Biggest profit of their lives Here's inflation that's your prize This is Karmageddon Turn on the news and eat their lies Kim (Kim Kardashian) or Kanye (ye) pick a side Cancel culture what a vibe This is Karmageddon Corporations swear they never lie Politicians bribed for life More than war it's genocide This is Karmageddon Welcome to the chaos of the times If you go left and I go right Pray we make it out alive This is Karmageddon It's fashion week celebs lose ribs Balenciaga how's the kids Just ask Drizzy he's losing beef Kendrick (Kendrick Lamar) killed him in his sleep Diss tracks about beating up your queen While women dying doesn't cause a scene While we're fed all these distractions Kids are killed from Israel's actions I'mma speak my mind Sick to death of all these crazy lies A circus for humanity's decline We just want a peaceful life give the people back their rights And I've still got a beef Cause Fauci's laughing and we've been asleep And World Health Organization (WHO)'s a liar and it's running deep Big pharma finna eat they a devil make them weak Man made virus watch the millions die Biggest profit of their lives Here's inflation that's your prize This is Karmageddon Turn on the news and eat their lies Kim or Kanye pick a side Cancel culture what a vibe This is Karmageddon Corporations swear they never lie Politicians bribed for life More than war it's genocide This is Karmageddon Welcome to the chaos of the times If you go left and I go right Pray we make it out alive This is Karmageddon Stream Options: 🎶 YouTube Link: 📺 💊

🎶🎶 Karmageddon 🎶🎶 By: Iyah May iyah may The Australian singer refused to acquiesce and change the lyrics to this song which resulted in being dropped by her manager and leaving her record label (Island Records Australia a division of Universal Music AU), since becoming an independent artist. She boldly called out cancel culture, corporate deceit, big pharma profiteering, division/duality, endless wars, fake news legacy media, pedophilia and political corruption. Lyrics: I open up my phone on a Monday morning Staring at my screen I'm tired and a little lonely Mr Musk (Elon Musk) he said some shit the lefts are angry Twitter wars and Gaza man it's overwhelming Maybe that's how life becomes when People less important than a profit line No one cares about your dreams just pay Your tax on time Keep scrolling Hold me near to you now Gender, guns, religion and abortion rights You better pick a tribe and hate the other side Keep scrolling But did you see Taylor (Taylor Swift) live? Man made virus watch the millions die Biggest profit of their lives Here's inflation that's your prize This is Karmageddon Turn on the news and eat their lies Kim (Kim Kardashian) or Kanye (ye) pick a side Cancel culture what a vibe This is Karmageddon Corporations swear they never lie Politicians bribed for life More than war it's genocide This is Karmageddon Welcome to the chaos of the times If you go left and I go right Pray we make it out alive This is Karmageddon It's fashion week celebs lose ribs Balenciaga how's the kids Just ask Drizzy he's losing beef Kendrick (Kendrick Lamar) killed him in his sleep Diss tracks about beating up your queen While women dying doesn't cause a scene While we're fed all these distractions Kids are killed from Israel's actions I'mma speak my mind Sick to death of all these crazy lies A circus for humanity's decline We just want a peaceful life give the people back their rights And I've still got a beef Cause Fauci's laughing and we've been asleep And World Health Organization (WHO)'s a liar and it's running deep Big pharma finna eat they a devil make them weak Man made virus watch the millions die Biggest profit of their lives Here's inflation that's your prize This is Karmageddon Turn on the news and eat their lies Kim or Kanye pick a side Cancel culture what a vibe This is Karmageddon Corporations swear they never lie Politicians bribed for life More than war it's genocide This is Karmageddon Welcome to the chaos of the times If you go left and I go right Pray we make it out alive This is Karmageddon Stream Options: 🎶 YouTube Link: 📺 💊

Not Op Cue

141,544 Aufrufe • vor 1 Jahr

Why Exchanges Banned This Bot: The 142,000% Return Liquidation Strategy Revealed i finally posted the strategy that got me banned and now the exchanges are probably sweating because i am handing you the keys to the liquidation engine. most people think trading is about charts but the real alpha is hidden in the moments when other traders lose everything. if you can understand why market makers hunt these positions you will never look at a candlestick the same way again. it took years of losing money to liquidations and over trading to realize that hand trading is a losing game for almost everyone on the planet. code is the great equalizer because it removes the emotion that usually causes you to hold a losing position until your account hits zero. i spent hundreds of thousands on developers in the past thinking i could not code myself until i realized i just needed to iterate to success. trading by hand is just driving a horse while everyone else is in a ferrari and the fees alone will chop you up before you even realize you were wrong. i watched a guy with a six million dollar short position sitting just two percent away from total liquidation while i was building this. seeing those numbers on the screen gives me ideas that i can automate into a bot so i dont have to spend my life staring at a monitor. the process i follow is called the rbi system which stands for research backtest and implement. most traders skip the first two steps and go straight to implementation which is why they get smoked on their very first bot. research starts with a backlog of ideas from books or papers or even just watching how the market reacts to big moves. once you have that idea you have to see if it worked in the past using a backtest because if it did not work then it certainly won't work in the future. i have been collecting liquidation data for eighteen months because that data is the lifeblood of a winning system. there is a hidden loop in the market where market makers try to liquidate as many people as possible to find liquidity. i wanted to build a strategy that either trades with that momentum or bets on the bounce right after the liquidation happens. the first strategy i tested was a pure liquidation momentum play that looks for a threshold of nine hundred seventy five thousand dollars in liquidations. when longs get liquidated it shorts the market to continue the down move and it tries to take a one percent profit. this strategy showed a return of over four hundred percent in the backtest while the buy and hold was only thirty three percent. it sounds amazing but you have to be careful with optimized results because you can search with math until you find anything. i decided to flip the logic on its head and create an inverse liquidation strategy that acts as a contrarian. instead of following the move it waits for the longs to get liquidated and then buys the dip after a small price spread. this is where i stumbled onto something that felt like a mistake but turned out to be pure alpha. i accidentally typed in a threshold of three hundred thousand dollars instead of three million and the results were unbelievable. the backtest return jumped to over one hundred forty thousand percent because the bot was catching every single micro bounce in the market. even when i doubled the commission fees to account for the high trade volume the strategy still stayed incredibly profitable. most people would have missed this because they are too busy trying to be right instead of just looking at what the data says. i use tools like claude and cursor to build these bots in minutes when it used to take me an entire week to write the code. if you are not using ai to automate your ideas you are essentially choosing to work ten times harder for less money. i built three separate bots during this session including a momentum bot and two different versions of the inverse spread bot. running these together creates a sort of statistical arbitrage where you can hedge your positions across different market conditions. one bot wins when the market cascades and the other wins when it fakes out and reverses. you have to start with tiny ten dollar sizes because a backtest is never a hundred percent guarantee of what will happen today. i always run my p and l close logic first to make sure the bot exits the position if the stop loss or take profit is hit. it is vital to check your position every fifteen seconds and make sure you are not double ordering or getting stuck in a trade. the goal is to have fully automated systems trading for you so you can actually live your life while the bots do the work. i push all of this code to my private github because i believe that wall street will never show you how this actually works. you have to be a doer and not a dabbler if you want to actually make it in this industry. the reason i show everything live on youtube is to prove that anyone can learn to do this if they are willing to iterate. you dont need to be a math genius you just need to follow the rbi system and stay disciplined with your risk. every liquidation you see on the chart is a signal and if you know how to read them you are no longer the one being hunted. i am currently running the third version of the bot to see how it handles the live market volatility. it is a beautiful thing to see a system enter and exit a trade perfectly without you having to click a single button. the fees are the silent killer of hand traders but a bot can be programmed to use limit orders and stay efficient. if you learn to code you can build anything for the rest of your life regardless of where you are in the world. stop trying to guess which way the candle will go and start building systems that can handle both directions. i am going to keep testing these three strategies against each other to find the ultimate ensemble for this current market. once you find a winning edge you just have to scale it up slowly and keep refining the parameters. the exchanges might not like that i am sharing this but code is the great equalizer and it is time for you to use it. i will be back tomorrow to show the results and keep building more systems until everything is fully automated

Why Exchanges Banned This Bot: The 142,000% Return Liquidation Strategy Revealed i finally posted the strategy that got me banned and now the exchanges are probably sweating because i am handing you the keys to the liquidation engine. most people think trading is about charts but the real alpha is hidden in the moments when other traders lose everything. if you can understand why market makers hunt these positions you will never look at a candlestick the same way again. it took years of losing money to liquidations and over trading to realize that hand trading is a losing game for almost everyone on the planet. code is the great equalizer because it removes the emotion that usually causes you to hold a losing position until your account hits zero. i spent hundreds of thousands on developers in the past thinking i could not code myself until i realized i just needed to iterate to success. trading by hand is just driving a horse while everyone else is in a ferrari and the fees alone will chop you up before you even realize you were wrong. i watched a guy with a six million dollar short position sitting just two percent away from total liquidation while i was building this. seeing those numbers on the screen gives me ideas that i can automate into a bot so i dont have to spend my life staring at a monitor. the process i follow is called the rbi system which stands for research backtest and implement. most traders skip the first two steps and go straight to implementation which is why they get smoked on their very first bot. research starts with a backlog of ideas from books or papers or even just watching how the market reacts to big moves. once you have that idea you have to see if it worked in the past using a backtest because if it did not work then it certainly won't work in the future. i have been collecting liquidation data for eighteen months because that data is the lifeblood of a winning system. there is a hidden loop in the market where market makers try to liquidate as many people as possible to find liquidity. i wanted to build a strategy that either trades with that momentum or bets on the bounce right after the liquidation happens. the first strategy i tested was a pure liquidation momentum play that looks for a threshold of nine hundred seventy five thousand dollars in liquidations. when longs get liquidated it shorts the market to continue the down move and it tries to take a one percent profit. this strategy showed a return of over four hundred percent in the backtest while the buy and hold was only thirty three percent. it sounds amazing but you have to be careful with optimized results because you can search with math until you find anything. i decided to flip the logic on its head and create an inverse liquidation strategy that acts as a contrarian. instead of following the move it waits for the longs to get liquidated and then buys the dip after a small price spread. this is where i stumbled onto something that felt like a mistake but turned out to be pure alpha. i accidentally typed in a threshold of three hundred thousand dollars instead of three million and the results were unbelievable. the backtest return jumped to over one hundred forty thousand percent because the bot was catching every single micro bounce in the market. even when i doubled the commission fees to account for the high trade volume the strategy still stayed incredibly profitable. most people would have missed this because they are too busy trying to be right instead of just looking at what the data says. i use tools like claude and cursor to build these bots in minutes when it used to take me an entire week to write the code. if you are not using ai to automate your ideas you are essentially choosing to work ten times harder for less money. i built three separate bots during this session including a momentum bot and two different versions of the inverse spread bot. running these together creates a sort of statistical arbitrage where you can hedge your positions across different market conditions. one bot wins when the market cascades and the other wins when it fakes out and reverses. you have to start with tiny ten dollar sizes because a backtest is never a hundred percent guarantee of what will happen today. i always run my p and l close logic first to make sure the bot exits the position if the stop loss or take profit is hit. it is vital to check your position every fifteen seconds and make sure you are not double ordering or getting stuck in a trade. the goal is to have fully automated systems trading for you so you can actually live your life while the bots do the work. i push all of this code to my private github because i believe that wall street will never show you how this actually works. you have to be a doer and not a dabbler if you want to actually make it in this industry. the reason i show everything live on youtube is to prove that anyone can learn to do this if they are willing to iterate. you dont need to be a math genius you just need to follow the rbi system and stay disciplined with your risk. every liquidation you see on the chart is a signal and if you know how to read them you are no longer the one being hunted. i am currently running the third version of the bot to see how it handles the live market volatility. it is a beautiful thing to see a system enter and exit a trade perfectly without you having to click a single button. the fees are the silent killer of hand traders but a bot can be programmed to use limit orders and stay efficient. if you learn to code you can build anything for the rest of your life regardless of where you are in the world. stop trying to guess which way the candle will go and start building systems that can handle both directions. i am going to keep testing these three strategies against each other to find the ultimate ensemble for this current market. once you find a winning edge you just have to scale it up slowly and keep refining the parameters. the exchanges might not like that i am sharing this but code is the great equalizer and it is time for you to use it. i will be back tomorrow to show the results and keep building more systems until everything is fully automated

Moon Dev

11,948 Aufrufe • vor 5 Monaten