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In 2026, 90% of all Polymarket profits will be taken by Python scripts.. And this is not a prediction. It’s already happening. So if you think political pundits and sports gurus are making profits in these areas, let me be the bearer of bad news. Studies have revealed that... merely “16% of users are profitable.” More importantly, “most of these users are not human.” How bots are exactly taking your money: Speed. One bot made $313 into $438K in a month. It’s a simple trick: the bot would look at the btc price a few seconds before the price update on Polymarket by checking the price on Binance. There’s no strategy or intelligence involved: simply beating the latency of the system. Risk-Free Arbitrage It looks for markets where "YES + NO" equals less than $1. "94 cents," for example. The bot buys both sides of the market and makes off with 6 cents guaranteed. This occurs thousands of times daily. Not gambling but math. Stream parsing. In esports, the script is faster than the blink of an eye when parsing the stream for games like Dota 2 and League of Legends. A team fight appears on the screen. The bot has already placed its bets on the winner using the old odds. What is meant by the turning point of 2026? Dynamic fees were introduced on Polymarket to get rid of simple bots. But what happened? The difficulty level on this marketplace simply increased. Today, it is not only fast scripts that win. Full-on AI robots have joined this game. They read news and respond to certain events within a millisecond. But here comes the painful part: barrier to entry is dirt cheap. Virtual private servers for $60 per month. Libraries written in Python waiting on GitHub. But here’s the thing: You don’t have to create a bot of your own. All you have to do is copy those which are already winning. PolyCop helps you to track the most profitable wallets and replicate their trades automatically. No code. No infrastructure. Just tap into the wallets that are already dominating. → Copy the winners: Humans deal on intuition and vibes. Bots play on numbers and network latency. In this game, "intuition" always loses against "code." You have two choices here. You could learn how to code or you could “copy” people who have done it before youshow more

Blaze

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65,717 次观看 • 5 个月前 •via X (Twitter)

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I asked AI how to make $1M on Polymarket. The answer made me stop trading manually forever. Yesterday I gave Claude a simple task Write Python code to track the most anomalous wallet profits in 2026. The code was ready in 40 seconds. I ran it. And what I saw in the logs kills any hope for honest trading. Did you read the news about elections? Analyzed debates? Followed team form? Congratulations you were wasting your time. In the food chain of this market you are feed. The script highlighted one wallet. It turned $457 into $654К in one month. No insider info. No luck. Just pure physics. Here's how they take your money while you blink and literally this takes 100 ms: The Dota 2 Effect: In esports betting their bots read the game code. They see a character death in server data milliseconds before the explosion animation appears on your Twitch stream screen. The bet is already placed at old odds. You are watching the past. They live in the future. Reality Arbitrage: While you open the app the bot checks Bitcoin price on Binance sees the impulse and buys outcomes on Polymarket. This is not prediction. This is shooting at standing targets that don't know they're dead yet. Mathematical Traps: The bot finds markets where the sum of YES + NO costs less than $1 for example $0.98. It buys both sides. Risk: 0%. Profit: guaranteed. You won't even see this button. Last year bots extracted $40 million in pure profit from the platform. Statistically only 16% of traders end up profitable. Guess who's in that 16%? People with API instead of eyes and Python scripts instead of a nervous system. I sat and looked at my code. I had two paths: Spend months and $10k+ on servers to try to compete with these machines. Admit defeat and change tactics. I deleted my code. Because I realized: I don't need to beat them. I need to become their shadow. There's no point reinventing the wheel if you can jump on the luggage rack of whoever is riding ahead of everyone. They pay for servers. They write algorithms. They take risks. And you mirror copy their entry and exit. Automatically. Without delays. In this casino there are two places: Either you are the table where others eat. Or you sit at the table. Stop being liquidity. Start taking what's yours. Turn on auto-copying of smart money here:

I asked AI how to make $1M on Polymarket. The answer made me stop trading manually forever. Yesterday I gave Claude a simple task Write Python code to track the most anomalous wallet profits in 2026. The code was ready in 40 seconds. I ran it. And what I saw in the logs kills any hope for honest trading. Did you read the news about elections? Analyzed debates? Followed team form? Congratulations you were wasting your time. In the food chain of this market you are feed. The script highlighted one wallet. It turned $457 into $654К in one month. No insider info. No luck. Just pure physics. Here's how they take your money while you blink and literally this takes 100 ms: The Dota 2 Effect: In esports betting their bots read the game code. They see a character death in server data milliseconds before the explosion animation appears on your Twitch stream screen. The bet is already placed at old odds. You are watching the past. They live in the future. Reality Arbitrage: While you open the app the bot checks Bitcoin price on Binance sees the impulse and buys outcomes on Polymarket. This is not prediction. This is shooting at standing targets that don't know they're dead yet. Mathematical Traps: The bot finds markets where the sum of YES + NO costs less than $1 for example $0.98. It buys both sides. Risk: 0%. Profit: guaranteed. You won't even see this button. Last year bots extracted $40 million in pure profit from the platform. Statistically only 16% of traders end up profitable. Guess who's in that 16%? People with API instead of eyes and Python scripts instead of a nervous system. I sat and looked at my code. I had two paths: Spend months and $10k+ on servers to try to compete with these machines. Admit defeat and change tactics. I deleted my code. Because I realized: I don't need to beat them. I need to become their shadow. There's no point reinventing the wheel if you can jump on the luggage rack of whoever is riding ahead of everyone. They pay for servers. They write algorithms. They take risks. And you mirror copy their entry and exit. Automatically. Without delays. In this casino there are two places: Either you are the table where others eat. Or you sit at the table. Stop being liquidity. Start taking what's yours. Turn on auto-copying of smart money here:

Blaze

194,543 次观看 • 5 个月前

Insomnia made me rich. 2am. Found a $47K/day trading bot on GitHub. No password. Just sitting there. Downloaded it. Owner deleted it by morning. But I already had everything. The code was clean. Simple. Almost boring to read. One script watching BTC on Binance. Another script connected to Polymarket. That is it. → Account: The trick lives in a 30 second gap. BTC moves on spot. Polymarket freezes. Old odds. Stale prices. Reality already shifted but the prediction market is still sleeping. Think of it like football. You sit in the stadium. See the goal. Your bookmaker watches a stream 30 seconds behind. For him it is still 0-0. You bet on what already happened. This bot does exactly that. Every 15 minutes. Sees the move on Binance. Enters Polymarket while odds are frozen. Waits. Window closes. Collects $1 for 30 cents. The wallet running this code: 0x8dxd. Profit chart goes straight up. $629K total. 98% green trades. A human cannot do this. We hesitate. We think. By the time you see the candle, the bot already cashed out. I integrated parts of this code into my scanner. Now it flags wallets exploiting the same lag. One sleepless night. One random GitHub scroll. One download. Sometimes the best alpha is not the strategy you build. It is the code someone forgot to hide.

Insomnia made me rich. 2am. Found a $47K/day trading bot on GitHub. No password. Just sitting there. Downloaded it. Owner deleted it by morning. But I already had everything. The code was clean. Simple. Almost boring to read. One script watching BTC on Binance. Another script connected to Polymarket. That is it. → Account: The trick lives in a 30 second gap. BTC moves on spot. Polymarket freezes. Old odds. Stale prices. Reality already shifted but the prediction market is still sleeping. Think of it like football. You sit in the stadium. See the goal. Your bookmaker watches a stream 30 seconds behind. For him it is still 0-0. You bet on what already happened. This bot does exactly that. Every 15 minutes. Sees the move on Binance. Enters Polymarket while odds are frozen. Waits. Window closes. Collects $1 for 30 cents. The wallet running this code: 0x8dxd. Profit chart goes straight up. $629K total. 98% green trades. A human cannot do this. We hesitate. We think. By the time you see the candle, the bot already cashed out. I integrated parts of this code into my scanner. Now it flags wallets exploiting the same lag. One sleepless night. One random GitHub scroll. One download. Sometimes the best alpha is not the strategy you build. It is the code someone forgot to hide.

Marlow

688,408 次观看 • 5 个月前

$365K profit while the programmer slept. This bot found a hole in volatility and turned it into a personal ATM. Let's be honest. If you're trying to trade on Polymarket based on news or intuition you're not a trader. You're food. I analyzed the distinct-baguette wallet. No genius analytics. No White House insiders. Just cold code exploiting a 3-cent error in the order book. How does he make money out of thin air? His profile: At the core of the algorithm lies a simple mathematical glitch called Arbitrage Loop. In a perfect world the price of YES and NO shares always adds up to $1.00. But when chaos hits the market during matches or BTC news liquidity breaks. The bot finds the moment when YES costs 48 cents and NO costs 49 cents. Entry sum: 97 cents. The script instantly buys both sides. It doesn't care who wins. It just waits for expiration and is guaranteed to get $1.00. Result: 3 cents of pure risk-free profit per dollar. Repeat this 15000 times a month and you get his balance. Math vs Human A human is physically incapable of replicating this. Your reaction from eye to brain to click: 0.4 seconds. Python script reaction: 0.005 seconds. By the time you see the price on screen it's already gone. You're looking at ghosts. Trying to outrun this bot manually is like trying to stop a train with your palm. You're simply paying his bills with your slippage. How to stop being liquidity? In 2026 you either write code or you're feed. But there's a third option. You don't need to learn C++ or rent a server in the same rack as the exchange. You just need the right entry. I found a gateway that allows copying the logic of such wallets. You stop playing guessing games and connect to the smart money flow. When the algorithm finds a hole in the price you enter alongside it. Automatically. Stop trading against machines. Stand on their side: While you were reading this text the glitch happened three more times. Someone took that money. Why not you?

Blaze

16,039 次观看 • 5 个月前

If you think you need a big bankroll for a Polymarket bot - this guy made $160,000 with an average bet size of just $200. If you think you need to predict the future to run a profitable Polymarket bot - this guy makes money with pure mathematics. If you think it’s cap - every trade is on-chain, go check it yourself. Bot wallet: He doesn’t care where the price of BTC is going. All he does is methodically extract edge from the numbers. Both YES and NO shares will always be worth exactly $1 at market expiration. But are they worth exactly $1 while the market is still open? The answer is no. For example: YES at 70¢ + NO at 25¢ = 95¢ total. That 5¢ gap is free money. Repeat it ten thousand times.+$166,000 in two months. His active bankroll never exceeded a $10k, and risk per trade stayed at $200–300 the entire time. Mathematical. Methodical. Almost zero risk. This is how you actually get to the top of the leaderboard - not by guessing the future, but by exploiting inefficiencies. Want the full guide on how to build one? Save the post and read the article. Want to start copying the trades of a ready-made bot right now? Use this copy-trading solution:

If you think you need a big bankroll for a Polymarket bot - this guy made $160,000 with an average bet size of just $200. If you think you need to predict the future to run a profitable Polymarket bot - this guy makes money with pure mathematics. If you think it’s cap - every trade is on-chain, go check it yourself. Bot wallet: He doesn’t care where the price of BTC is going. All he does is methodically extract edge from the numbers. Both YES and NO shares will always be worth exactly $1 at market expiration. But are they worth exactly $1 while the market is still open? The answer is no. For example: YES at 70¢ + NO at 25¢ = 95¢ total. That 5¢ gap is free money. Repeat it ten thousand times.+$166,000 in two months. His active bankroll never exceeded a $10k, and risk per trade stayed at $200–300 the entire time. Mathematical. Methodical. Almost zero risk. This is how you actually get to the top of the leaderboard - not by guessing the future, but by exploiting inefficiencies. Want the full guide on how to build one? Save the post and read the article. Want to start copying the trades of a ready-made bot right now? Use this copy-trading solution:

cvxv666

48,524 次观看 • 2 个月前

A programmer found a bug in the laws of probability. Now he collects $35,000 a day for exploiting it. How do you make money betting against yourself? Sounds like idiocy. Looks like $236,000 in pure profit. 2 months ago this wallet did not exist. Today it holds $236,000 in pure profit. He does not read news. Does not watch charts. Does not listen to analysts. He just sees the moment when math breaks. And takes the difference. I found this wallet buried in the 15-minute leaderboard. First thought: another HFT bot catching milliseconds. I was wrong. The exploit is public. So is the wallet: First thing that crashed my brain. This bot does not bet on direction. It does not care if the price falls or rises. It bets on BOTH outcomes. Simultaneously. How do you make money betting against yourself? I broke down the mechanics and felt like an idiot. Here is the glitch this script exploits: On Polymarket every market has two outcomes: YES and NO. In a perfect world their sum always equals $1.00. But we do not live in a perfect world. We live in a world of panic, FOMO, and people staring at charts at 3am. When volatility spikes, the crowd goes insane. YES price flies to 60 cents. NO drops to 35. Total cost of both outcomes: 95 cents. The bot sees this instantly. It buys YES. It buys NO. Same second. Investment: 95 cents.сGuaranteed payout: $1.00. Profit: 5 cents. Does not matter where the price goes. To zero or to the moon. The bot already won before anything happened. Now multiply this by hundreds of trades per day. 5 cents becomes $50. $50 becomes $500. $500 becomes $5,000. $35,000 every day. While the programmer sleeps. I analyzed the entry timings. The bot does not trade randomly. It hunts in the first 5-10 minutes after each market opens. Why? Because that is peak chaos. New candle. New contract. Fresh fear. Liquidity has not settled yet. The window of opportunity lasts seconds. For a human it is invisible noise. For code it is harvest season. Think about what this means. While 70% of Polymarket traders lose their deposits guessing direction, reading news, drawing support lines... This bot simply collects tax on their emotions. Every panic sell you make creates a pricing error. Every FOMO buy you make breaks the math. The bot is patient. The bot is precise. The bot has no nervous system. I thought winning in this market required insiders or $10k servers. This wallet proved me wrong. You do not need to know the future. You just need to know that YES + NO should equal $1. And when the crowd in panic makes the sum equal $0.95... That difference is your profit. The question is not whether these opportunities exist. The question is who takes them while you blink. Right now somewhere a new market just opened. Volatility is rising. Prices are diverging. This bot is already counting. You can keep guessing. Or you can get in line behind the one who already hacked the game. In one second he will press Buy. Twice. On both sides. And you?

A programmer found a bug in the laws of probability. Now he collects $35,000 a day for exploiting it. How do you make money betting against yourself? Sounds like idiocy. Looks like $236,000 in pure profit. 2 months ago this wallet did not exist. Today it holds $236,000 in pure profit. He does not read news. Does not watch charts. Does not listen to analysts. He just sees the moment when math breaks. And takes the difference. I found this wallet buried in the 15-minute leaderboard. First thought: another HFT bot catching milliseconds. I was wrong. The exploit is public. So is the wallet: First thing that crashed my brain. This bot does not bet on direction. It does not care if the price falls or rises. It bets on BOTH outcomes. Simultaneously. How do you make money betting against yourself? I broke down the mechanics and felt like an idiot. Here is the glitch this script exploits: On Polymarket every market has two outcomes: YES and NO. In a perfect world their sum always equals $1.00. But we do not live in a perfect world. We live in a world of panic, FOMO, and people staring at charts at 3am. When volatility spikes, the crowd goes insane. YES price flies to 60 cents. NO drops to 35. Total cost of both outcomes: 95 cents. The bot sees this instantly. It buys YES. It buys NO. Same second. Investment: 95 cents.сGuaranteed payout: $1.00. Profit: 5 cents. Does not matter where the price goes. To zero or to the moon. The bot already won before anything happened. Now multiply this by hundreds of trades per day. 5 cents becomes $50. $50 becomes $500. $500 becomes $5,000. $35,000 every day. While the programmer sleeps. I analyzed the entry timings. The bot does not trade randomly. It hunts in the first 5-10 minutes after each market opens. Why? Because that is peak chaos. New candle. New contract. Fresh fear. Liquidity has not settled yet. The window of opportunity lasts seconds. For a human it is invisible noise. For code it is harvest season. Think about what this means. While 70% of Polymarket traders lose their deposits guessing direction, reading news, drawing support lines... This bot simply collects tax on their emotions. Every panic sell you make creates a pricing error. Every FOMO buy you make breaks the math. The bot is patient. The bot is precise. The bot has no nervous system. I thought winning in this market required insiders or $10k servers. This wallet proved me wrong. You do not need to know the future. You just need to know that YES + NO should equal $1. And when the crowd in panic makes the sum equal $0.95... That difference is your profit. The question is not whether these opportunities exist. The question is who takes them while you blink. Right now somewhere a new market just opened. Volatility is rising. Prices are diverging. This bot is already counting. You can keep guessing. Or you can get in line behind the one who already hacked the game. In one second he will press Buy. Twice. On both sides. And you?

Blaze

13,898 次观看 • 4 个月前

This wallet turned $5 into $3.7M not on bets. It simply introduced a lag tax on your TV broadcast. While 90% of the chat on Polymarket is foaming at the mouth arguing whether it was offside this algorithm silently withdraws six-figure sums. I broke down the mechanics of the swisstony wallet. His PnL chart looks like a database error or money laundering: +740К% ROI. Account: At first I thought this was an insider. But then I overlaid his trade timings onto real match time. And I felt a chill inside. This is not insider info. This is Reality Arbitrage. How exactly does he steal your profit? You are the Past. You watch football/basketball broadcast on TV or stream. You think this is Live. In reality the signal goes through satellites encoders and servers. Your delay is 15 to 40 seconds. He is the Future. The bot receives data directly from stadium providers through API. The moment of theft. A player scores a goal. The bot learns about this in 200 milliseconds. You will see it only in 30 seconds. During this half minute the Polymarket market still thinks the score is 0:0. People are holding sell orders on NO. Liquidity exists. The bot buys EVERYTHING. It takes free money from those who live in signal delay. When the goal is shown on TV the bot is already selling you your own bet but 3 times more expensive. You are not trading against him. You are simply his food supply. The harsh fact: You physically cannot win. Your eyes and fingers are too slow. Trying to trade manually against a Python script with direct API connection is like trying to outrun a fighter jet on a bicycle. You will always lose. If you want to stop being Exit Liquidity for algorithms you have only one way out. Stop playing the guessing game. Start using the same mechanics. This wallet can be copied. You don't need code you don't need servers for $5k a month. You just need to stand on the winner's side. P.S. The market is inefficient only while few people know about the hole. The window of opportunity closes fast. Act now.

This wallet turned $5 into $3.7M not on bets. It simply introduced a lag tax on your TV broadcast. While 90% of the chat on Polymarket is foaming at the mouth arguing whether it was offside this algorithm silently withdraws six-figure sums. I broke down the mechanics of the swisstony wallet. His PnL chart looks like a database error or money laundering: +740К% ROI. Account: At first I thought this was an insider. But then I overlaid his trade timings onto real match time. And I felt a chill inside. This is not insider info. This is Reality Arbitrage. How exactly does he steal your profit? You are the Past. You watch football/basketball broadcast on TV or stream. You think this is Live. In reality the signal goes through satellites encoders and servers. Your delay is 15 to 40 seconds. He is the Future. The bot receives data directly from stadium providers through API. The moment of theft. A player scores a goal. The bot learns about this in 200 milliseconds. You will see it only in 30 seconds. During this half minute the Polymarket market still thinks the score is 0:0. People are holding sell orders on NO. Liquidity exists. The bot buys EVERYTHING. It takes free money from those who live in signal delay. When the goal is shown on TV the bot is already selling you your own bet but 3 times more expensive. You are not trading against him. You are simply his food supply. The harsh fact: You physically cannot win. Your eyes and fingers are too slow. Trying to trade manually against a Python script with direct API connection is like trying to outrun a fighter jet on a bicycle. You will always lose. If you want to stop being Exit Liquidity for algorithms you have only one way out. Stop playing the guessing game. Start using the same mechanics. This wallet can be copied. You don't need code you don't need servers for $5k a month. You just need to stand on the winner's side. P.S. The market is inefficient only while few people know about the hole. The window of opportunity closes fast. Act now.

Blaze

38,908 次观看 • 5 个月前

Polymarket front run bot Spent the last month building the backend for this bot which essentially acts the same way that high frequency trading bots work in the stock market It waits for a market buy order to come through where there is thin liquidity in the order book meaning their market buy will push the price up of a YES/NO contract meaning that if my bot buys the contracts first then I can sell them at the high price to the market buy order before their orders have gone through Prediction markets are still early enough to find opportunities like this, just like how the early days of stock trading similar bots to this were invented It is essentially an arbitrage strategy, will make the bot public and free to a few people tomorrow so turn on notifications so you don’t miss it

Polymarket front run bot Spent the last month building the backend for this bot which essentially acts the same way that high frequency trading bots work in the stock market It waits for a market buy order to come through where there is thin liquidity in the order book meaning their market buy will push the price up of a YES/NO contract meaning that if my bot buys the contracts first then I can sell them at the high price to the market buy order before their orders have gone through Prediction markets are still early enough to find opportunities like this, just like how the early days of stock trading similar bots to this were invented It is essentially an arbitrage strategy, will make the bot public and free to a few people tomorrow so turn on notifications so you don’t miss it

Ethan

71,640 次观看 • 6 个月前

A guy was sitting in a trader chat complaining for the 3rd month straight about his results being basically zero Someone dropped him a link to a wallet 1 bot, $47K in a month, 860 trades per week. He asked: is this even legal? They replied: this is public data, you could have found it yourself Here is what is actually happening 93% of Polymarket users trade by hand. The other 7% automated the process, and they are the ones pulling $11K to $120K per month. And 5% of those 7 never wrote a single line of code. They just copy trades from top wallets through on-chain data The blockchain shows every trade from every account The bot does not sleep, does not tilt, and processes data faster than any human: This is not a question of talent. It is a question of tools. And the tools already exist. No need to build anything from scratch That guy from the chat is now in that 7%. All he did was stop clicking by hand

A guy was sitting in a trader chat complaining for the 3rd month straight about his results being basically zero Someone dropped him a link to a wallet 1 bot, $47K in a month, 860 trades per week. He asked: is this even legal? They replied: this is public data, you could have found it yourself Here is what is actually happening 93% of Polymarket users trade by hand. The other 7% automated the process, and they are the ones pulling $11K to $120K per month. And 5% of those 7 never wrote a single line of code. They just copy trades from top wallets through on-chain data The blockchain shows every trade from every account The bot does not sleep, does not tilt, and processes data faster than any human: This is not a question of talent. It is a question of tools. And the tools already exist. No need to build anything from scratch That guy from the chat is now in that 7%. All he did was stop clicking by hand

Blaze

36,941 次观看 • 3 个月前

Polymarket vs Sportsbooks: Why Betting Apps are Toast On E248, Chamath and Friedberg discussed why prediction markets like Polymarket are killing traditional sportsbooks. Friedberg: “I think gambling generally, as we call it, should be decriminalized.” “And I don't like this state-by-state set up with gambling.” “I think we should have a federal regulatory body.” “This is not going away. People love to bet on stuff. This is part of sports, this is part of the culture.” Chamath: “ Look at Polymarket.” “Polymarket raised at, whatever it was, $1-2B at $9B. Then the next weekend they announced sports betting and now they're raising money 30 days later at, allegedly, $12-15B.” “And you can see, by the way, the way that DraftKings and FanDuel stock have reacted to this, those companies are toast.” Friedberg: “ The Polymarket model is the best model because it creates a market.” “And so as information flows in, that market will dynamically adjust and everyone will get a more fair price.” “Polymarket actually has the news before the news does.” “And this is one of the most powerful outputs of Polymarket, is they're actually getting a read on what's going on in the world before the media recognizes it, before the public recognizes it.” “When you put money up, it actually turns out that when people have incentives, that market will find the truth.”

Polymarket vs Sportsbooks: Why Betting Apps are Toast On E248, Chamath and Friedberg discussed why prediction markets like Polymarket are killing traditional sportsbooks. Friedberg: “I think gambling generally, as we call it, should be decriminalized.” “And I don't like this state-by-state set up with gambling.” “I think we should have a federal regulatory body.” “This is not going away. People love to bet on stuff. This is part of sports, this is part of the culture.” Chamath: “ Look at Polymarket.” “Polymarket raised at, whatever it was, $1-2B at $9B. Then the next weekend they announced sports betting and now they're raising money 30 days later at, allegedly, $12-15B.” “And you can see, by the way, the way that DraftKings and FanDuel stock have reacted to this, those companies are toast.” Friedberg: “ The Polymarket model is the best model because it creates a market.” “And so as information flows in, that market will dynamically adjust and everyone will get a more fair price.” “Polymarket actually has the news before the news does.” “And this is one of the most powerful outputs of Polymarket, is they're actually getting a read on what's going on in the world before the media recognizes it, before the public recognizes it.” “When you put money up, it actually turns out that when people have incentives, that market will find the truth.”

The All-In Podcast

347,566 次观看 • 8 个月前

"The one thing that's going to be truly future proof is judgment. What is the biggest challenge when you have a thousand AI engineers writing code? AI slop. In an era when you can do everything, the question is which of these things matter. On the engineer side, it is evaluating the code. Which of this code is even valuable? You can have AI engineers writing beautiful code that could be wrong, that could have bugs in it, that could be vulnerable. Someone needs to review it. Make sure to have a human review at some point, especially critical code that is in the core of your system. On the product side is judgment around what needs to be built and evaluating. And similarly in design, you have to have judgment around, does it make sense in the broader design system. I think this judgment is the number one thing that humans are going to bring in an era of infinite productivity."

"The one thing that's going to be truly future proof is judgment. What is the biggest challenge when you have a thousand AI engineers writing code? AI slop. In an era when you can do everything, the question is which of these things matter. On the engineer side, it is evaluating the code. Which of this code is even valuable? You can have AI engineers writing beautiful code that could be wrong, that could have bugs in it, that could be vulnerable. Someone needs to review it. Make sure to have a human review at some point, especially critical code that is in the core of your system. On the product side is judgment around what needs to be built and evaluating. And similarly in design, you have to have judgment around, does it make sense in the broader design system. I think this judgment is the number one thing that humans are going to bring in an era of infinite productivity."

Patrick OShaughnessy

24,818 次观看 • 4 个月前

.Martin Shkreli explains why he's both bearish on prediction markets and runs a bot that makes a market in the Bitcoin 15-minute Polymarket markets: "How much are you just financializing for financializing's sake, and is that sustainable when you actually need people with tons of money to fight the arbitrage gradient?" "For example, I've been running this bot on Polymarket that makes a market in the Bitcoin 15-minute markets, which are somewhat inefficient." "Nobody needs to trade this. There's no actual benefit to trading this, other than that you can take two-to-N bets - you get around 96 bets a day - and with the money velocity of getting a lot of those right, you can compound insanely well." "Of course, it's random. But people's hope springs eternal that they could somehow get the rhythm of the market every 15 minutes. I think it's a waste of ingenuity and engineering."

.Martin Shkreli explains why he's both bearish on prediction markets and runs a bot that makes a market in the Bitcoin 15-minute Polymarket markets: "How much are you just financializing for financializing's sake, and is that sustainable when you actually need people with tons of money to fight the arbitrage gradient?" "For example, I've been running this bot on Polymarket that makes a market in the Bitcoin 15-minute markets, which are somewhat inefficient." "Nobody needs to trade this. There's no actual benefit to trading this, other than that you can take two-to-N bets - you get around 96 bets a day - and with the money velocity of getting a lot of those right, you can compound insanely well." "Of course, it's random. But people's hope springs eternal that they could somehow get the rhythm of the market every 15 minutes. I think it's a waste of ingenuity and engineering."

TBPN

151,807 次观看 • 5 个月前

A Python script pulled $325K from the same price gap over and over. It appears every few seconds. This bot catches it first. I found distinct-baguette buried in a leaderboard. Another crypto bot grinding 15 minute windows. Almost closed the tab. Then I saw the win rate. 80%. That is low for a profitable bot. Way too low. Something was off. Turns out I was looking at it wrong. → Account: This bot does not predict anything. Does not care if BTC goes up or down. Does not read charts. Does not time entries. It just watches one thing: prices that do not add up. Sounds weird until you see the trick. Polymarket 15 minute windows have two sides. YES and NO. One of them always pays $1. So YES + NO should always equal $1. That is just math. But when markets move fast, prices slip. YES at 48 cents. NO at 49 cents. Total: 97 cents. The bot sees this. Buys both sides. Waits. Market closes. One side pays $1. Spent 97 cents. Keeps the 3 cent difference. Does not matter who wins. The script checks Polymarket every few seconds. BTC. SOL. XRP. Anything with volume. The moment prices slip under 99 cents combined, it fires. Three cents per trade. Repeat it tens of thousands of times. That is how you get to $325K. The 80% win rate finally made sense. He is not trying to pick winners. He is locking profit before the bet even resolves. Everyone else bets on outcomes. This bot bets on broken math.

A Python script pulled $325K from the same price gap over and over. It appears every few seconds. This bot catches it first. I found distinct-baguette buried in a leaderboard. Another crypto bot grinding 15 minute windows. Almost closed the tab. Then I saw the win rate. 80%. That is low for a profitable bot. Way too low. Something was off. Turns out I was looking at it wrong. → Account: This bot does not predict anything. Does not care if BTC goes up or down. Does not read charts. Does not time entries. It just watches one thing: prices that do not add up. Sounds weird until you see the trick. Polymarket 15 minute windows have two sides. YES and NO. One of them always pays $1. So YES + NO should always equal $1. That is just math. But when markets move fast, prices slip. YES at 48 cents. NO at 49 cents. Total: 97 cents. The bot sees this. Buys both sides. Waits. Market closes. One side pays $1. Spent 97 cents. Keeps the 3 cent difference. Does not matter who wins. The script checks Polymarket every few seconds. BTC. SOL. XRP. Anything with volume. The moment prices slip under 99 cents combined, it fires. Three cents per trade. Repeat it tens of thousands of times. That is how you get to $325K. The 80% win rate finally made sense. He is not trying to pick winners. He is locking profit before the bet even resolves. Everyone else bets on outcomes. This bot bets on broken math.

Marlow

154,200 次观看 • 5 个月前

I BUILT THE FIRST BOT THAT ARBITRAGES BETWEEN POLYMARKET AND KALSHI SIMULTANEOUSLY $100 -> $5,214 in 24 hours 847 trades, zero directional risk polymarket and kalshi are the two biggest prediction markets both trade the same events but their pricing algorithms are different which means their prices drift apart the gaps are small - 3 to 8 c, but they happen constantly if you trade that difference automatically fast thousands of times the math starts working for you the bot spots the gap in milliseconds buys YES on polymarket at $0.61 sells YES on kalshi at $0.67 while people are still looking at the chart the bot already closed the trade and moved on they say arbitrage in prediction markets is impossible they say the spreads are too small they say the market is efficient $5,214 in one night says otherwise

I BUILT THE FIRST BOT THAT ARBITRAGES BETWEEN POLYMARKET AND KALSHI SIMULTANEOUSLY $100 -> $5,214 in 24 hours 847 trades, zero directional risk polymarket and kalshi are the two biggest prediction markets both trade the same events but their pricing algorithms are different which means their prices drift apart the gaps are small - 3 to 8 c, but they happen constantly if you trade that difference automatically fast thousands of times the math starts working for you the bot spots the gap in milliseconds buys YES on polymarket at $0.61 sells YES on kalshi at $0.67 while people are still looking at the chart the bot already closed the trade and moved on they say arbitrage in prediction markets is impossible they say the spreads are too small they say the market is efficient $5,214 in one night says otherwise

zostaff

66,899 次观看 • 3 个月前

WSJ just exposed the brutal reality behind Polymarket and Kalshi. The data is absolutely shocking. Out of 1.6M Polymarket accounts, a mere 0.1% of top wallets took home the vast majority of profits. And these winners are almost entirely high-frequency quant teams and bots. Additionally, Kalshi’s official data shows that for every single user making money, roughly three others are losing. Polymarket defended this by claiming 90% of users are just there to gather information, and the median loss is under $10. This is an absolute joke. Nobody deposits crypto on-chain just to read news. When you think you are predicting the future, what you are actually facing is a fleet of bots running 24/7.

WSJ just exposed the brutal reality behind Polymarket and Kalshi. The data is absolutely shocking. Out of 1.6M Polymarket accounts, a mere 0.1% of top wallets took home the vast majority of profits. And these winners are almost entirely high-frequency quant teams and bots. Additionally, Kalshi’s official data shows that for every single user making money, roughly three others are losing. Polymarket defended this by claiming 90% of users are just there to gather information, and the median loss is under $10. This is an absolute joke. Nobody deposits crypto on-chain just to read news. When you think you are predicting the future, what you are actually facing is a fleet of bots running 24/7.

Satori 🎴 💀

54,604 次观看 • 22 天前

Nick Saban was asked a question after practice once. His response was 70 seconds of gold on what it takes to be successful in life. Here’s Saban on the Illusion of Choice: “These guys, they all think they have this illusion of choice. Like I can do whatever I want to do. “You have a younger generation now that doesn’t always get told no. They don’t get told this is exactly how you need to do it. So they have this illusion that they have all these choices. “But the fact of the matter is, if you want to be good you don’t really have a lot of choices. It takes what it takes. You have to do what you have to do to be successful. “You have to make the choices and decisions to have the discipline and the focus to the process of what you need to do to accomplish your goals. “All these guys that think they have a lot of choices are sadly mistaken. As we all have done with our own children, they learn these lessons of life as they get older. “Sometimes the best way to learn is from the mistakes you make, even though we all hate to see them have to make them, and we don’t condone it when they do.” – I’ve studied Saban for 12+ years, and the Illusion of Choice is one of the most powerful concepts I’ve come across. Some key takeaways: 1. Excellence has a price. We can complain about that, but it’s a fact of life. 2. Most people don’t want to pay that price. They just haven’t admitted it to themselves. 3. Saying you want to be excellent is easy. Becoming excellent is hard. 4. There may not be one way to become great, but there are very few. And they all have discipline and consistency in common. 5. Every action we take is a choice. We’re choosing to make progress, or we’re not. 6. The formula for becoming successful: Your Daily Choices x Time. It’s simple, but we make it complicated. 7. Sometimes we learn more by making the wrong choices. Reflect on them, pull out the lessons and move on. 8. You have to choose what you do every day. Don’t follow your feelings. Choose to do what will make you better. 9. There are no long-term hacks. It takes what it takes. ||| Hope this is helpful. Follow me Teddy Mitrosilis for more writing. I also write a weekly newsletter on the process of improvement →

Nick Saban was asked a question after practice once. His response was 70 seconds of gold on what it takes to be successful in life. Here’s Saban on the Illusion of Choice: “These guys, they all think they have this illusion of choice. Like I can do whatever I want to do. “You have a younger generation now that doesn’t always get told no. They don’t get told this is exactly how you need to do it. So they have this illusion that they have all these choices. “But the fact of the matter is, if you want to be good you don’t really have a lot of choices. It takes what it takes. You have to do what you have to do to be successful. “You have to make the choices and decisions to have the discipline and the focus to the process of what you need to do to accomplish your goals. “All these guys that think they have a lot of choices are sadly mistaken. As we all have done with our own children, they learn these lessons of life as they get older. “Sometimes the best way to learn is from the mistakes you make, even though we all hate to see them have to make them, and we don’t condone it when they do.” – I’ve studied Saban for 12+ years, and the Illusion of Choice is one of the most powerful concepts I’ve come across. Some key takeaways: 1. Excellence has a price. We can complain about that, but it’s a fact of life. 2. Most people don’t want to pay that price. They just haven’t admitted it to themselves. 3. Saying you want to be excellent is easy. Becoming excellent is hard. 4. There may not be one way to become great, but there are very few. And they all have discipline and consistency in common. 5. Every action we take is a choice. We’re choosing to make progress, or we’re not. 6. The formula for becoming successful: Your Daily Choices x Time. It’s simple, but we make it complicated. 7. Sometimes we learn more by making the wrong choices. Reflect on them, pull out the lessons and move on. 8. You have to choose what you do every day. Don’t follow your feelings. Choose to do what will make you better. 9. There are no long-term hacks. It takes what it takes. ||| Hope this is helpful. Follow me Teddy Mitrosilis for more writing. I also write a weekly newsletter on the process of improvement →

Teddy Mitrosilis

4,058,308 次观看 • 2 年前

I vibe-coded a bot for the 5M / 15M BTC markets on Polymarket. Releasing it for you for free. Open source (Python). I just earned $400 today on Polymarket with this tool myself It doesn’t trade It just prints a signal in the console: UP or DOWN 🔸 The signal appears a few seconds before the Polymarket market actually moves. The bot exploits a Chainlink oracle inefficiency. What matters is that it consistently gives you a 4-8 second lead over the actual quotes on Polymarket. In practice, you’re seeing a few seconds into the future. What you can do with it: 🔸 Possible strategies: 1/ Momentum sniper Bot gives a signal -> instant entry into the current 5-minute market in the direction of the signal (Yes/No). Works best during strong moves >0.3-0.5%. 2/ Last-second scalp before market expiration 3-12 seconds before the 5-minute candle closes, you already see where the BTC candle is going to close. -> Enter Polymarket at the very last moment. 3/ Hedging + arbitrage Strong signal against the current Yes/No price -> hedge your position or catch crowd squeezes. Especially juicy in the final seconds, when odds are still fat, but the outcome is almost decided. 🔸 This is pure price update inefficiency. Open the 5M or 15M BTC market yourself. Run the bot. Watch who moves first. Until this gets tightened up - it’s a clean inefficiency. And yes, if you ape your entire deposit into it, the market will punish you fast. 🔸 But as a tool - this is the closest thing to a "Polymarket money printer" setup I’ve seen recently. Python bot setup instructions on GitHub: DYOR. Print hard, print smart.

I vibe-coded a bot for the 5M / 15M BTC markets on Polymarket. Releasing it for you for free. Open source (Python). I just earned $400 today on Polymarket with this tool myself It doesn’t trade It just prints a signal in the console: UP or DOWN 🔸 The signal appears a few seconds before the Polymarket market actually moves. The bot exploits a Chainlink oracle inefficiency. What matters is that it consistently gives you a 4-8 second lead over the actual quotes on Polymarket. In practice, you’re seeing a few seconds into the future. What you can do with it: 🔸 Possible strategies: 1/ Momentum sniper Bot gives a signal -> instant entry into the current 5-minute market in the direction of the signal (Yes/No). Works best during strong moves >0.3-0.5%. 2/ Last-second scalp before market expiration 3-12 seconds before the 5-minute candle closes, you already see where the BTC candle is going to close. -> Enter Polymarket at the very last moment. 3/ Hedging + arbitrage Strong signal against the current Yes/No price -> hedge your position or catch crowd squeezes. Especially juicy in the final seconds, when odds are still fat, but the outcome is almost decided. 🔸 This is pure price update inefficiency. Open the 5M or 15M BTC market yourself. Run the bot. Watch who moves first. Until this gets tightened up - it’s a clean inefficiency. And yes, if you ape your entire deposit into it, the market will punish you fast. 🔸 But as a tool - this is the closest thing to a "Polymarket money printer" setup I’ve seen recently. Python bot setup instructions on GitHub: DYOR. Print hard, print smart.

0xLanister

18,220 次观看 • 3 个月前

🚨 THIS IS CRAZY — someone turned $6 into nearly $4 MILLION in one week. This is not fake. Not clickbait. If you trade on Polymarket, you have to see this. He started with roughly $6–$7 and somehow scaled it to ~$4M. No insider access. No Trump or Musk connections. Just a developer who wrote his own trading script. Profile - Copytrade - I went through his code and honestly — it surprised me. No massive datasets. No insane infrastructure. Nothing even close to rocket science. I spent about 4–6 hours breaking down the entire setup. His full strategy: 1. “Free money” via NO bets The bot targets near-impossible outcomes and stacks countless tiny, high-probability wins. Not gambling — more like systematic risk harvesting. 2. Logic arbitrage If event A clearly implies event B and the market hasn’t adjusted yet, the bot enters instantly. While you’re still reading the news, the edge is already gone. Humans can’t compete with that speed. 3. The real edge: sports & politics These markets are flooded with retail money and emotional reactions. The bot feeds on inefficiencies, clipping small profits from every mismatch. Scale is everything Tens of thousands of micro-trades every month. Each worth cents. Together, they compound into seven figures. Bottom line There’s a silent bot war already happening on Polymarket. Crypto markets are crowded, slow, and fee-heavy. Sports & politics are still chaotic — and chaos is where bots print money.

Discover

537,025 次观看 • 4 个月前

this ugly Polymarket terminal is what AI tradingactually looks like not a chatbot giving opinions a feed on one screen markets on another a bot waiting for the price to break before humans can react the edge is not prediction anymore. it is speed, routing, and probability updates running while traders are still reading the headline Polystrat did 4,200+ trades in its first month one position peaked at +376% other agents are watching thousands of markets at once news order books liquidity API fills market odds then they compare their probability against the price and execute. that is the shift. Polymarket used to be humans betting on events now agents are pricing the odds of other agents, models, IPOs and AI labs with real USDC on the line benchmarks can be gamed. a bad trade cannot.

this ugly Polymarket terminal is what AI tradingactually looks like not a chatbot giving opinions a feed on one screen markets on another a bot waiting for the price to break before humans can react the edge is not prediction anymore. it is speed, routing, and probability updates running while traders are still reading the headline Polystrat did 4,200+ trades in its first month one position peaked at +376% other agents are watching thousands of markets at once news order books liquidity API fills market odds then they compare their probability against the price and execute. that is the shift. Polymarket used to be humans betting on events now agents are pricing the odds of other agents, models, IPOs and AI labs with real USDC on the line benchmarks can be gamed. a bad trade cannot.

Myttle

13,886 次观看 • 15 天前

I Built a 37.0 Profit Factor Bot by Cracking Every TradingView Source Code tradingview is a gold mine hiding in plain sight and i just found the master key to unlock every single secret hidden within its community scripts. most traders spend their entire lives staring at candles and hoping for a miracle while the actual alpha is buried in the open source code that nobody bothers to look at. i used to be that guy who sat there getting liquidated at three in the morning because i thought i could outplay the market with my gut feeling and some drawings on a screen. it turns out that the game is completely rigged against you if you are trading manually but there is a specific way to flip the script. i am going to show you how to stop guessing and start knowing exactly what works across every possible market condition before you ever risk a single dollar. i spent years losing money and thousands on developers because i thought i was not smart enough to code the systems myself but i was wrong. the first step to cracking the market is realizing that every indicator on the super charts has a source code section that is completely open to the public. you can literally scroll through the community scripts and pull the exact logic for thousands of different strategies that people claim are the holy grail of trading. but the secret is not just having the code because most of these indicators are actually garbage that will blow your account up in a week. this is where the real loop opens because you need a way to test these ideas across twenty five different data sets in seconds rather than months. i use a custom setup with ai agents specifically a sub agent i call the backtest architect to handle the heavy lifting of turning pine script into python code. the goal is to create a factory where you can feed in a raw indicator and get back a full report on its expectancy and profit factor without lifting a finger. most people find one strategy and marry it for life but a real data dog knows that you have to iterate to success or you will get left behind. i am running eighty one different backtests right now because i know that ninety percent of what i find will be trash but that remaining ten percent is where the wealth is made. the backtest architect knows exactly how to structure the folders and data paths so that we are testing everything from the base indicator to complex versions with filters. you might think that popular tools like fibonacci or order blocks are the way to go because everyone on social media talks about them like they are law. but when i actually ran the numbers through the machine the results were embarrassing and most of those strategies just resulted in negative expectancy. it is a dangerous trap to follow the crowd into a trade just because some guru said a certain level was important when the data shows it is a coin flip at best. the dynamic swing indicator was one of the few that actually held its weight during the recent massive testing sessions we ran. it was pulling in profit factors of over thirty seven with annualized returns that look too good to be true until you see the trade list. we combined it with filters like the adx and the money flow index to see if we could refine the signals and the results were absolutely staggering. when you have a system that can run through forty data sets while you are drinking tea you realize that manual trading is a form of self harm. i realized this after spending hundreds of thousands on apps and devs only to find out that i could just learn to build these bots myself live on the internet. the speed of iteration is the only thing that matters in this game because the faster you can fail the faster you can find the one strategy that actually prints. one of the biggest hurdles i faced was thinking that i needed to be a math genius or a senior engineer to automate my trading systems. the truth is that code is the great equalizer because it allows a regular person to compete with massive hedge funds by using the same logic and speed. i decided to learn everything in public because i wanted people to see the process of losing money with liquidations and then finally finding a path to automation. the reality of the market is that it moves in cycles and what worked yesterday will almost certainly fail tomorrow unless you are constantly testing. that is why i built the agents to automatically look through the results folder and rank the top performers based on a composite score. it takes all the emotion out of the process because i am no longer looking for a reason to enter a trade i am just looking at a csv file that tells me the truth. if you are still drawing lines on a chart and hoping for the best you are basically playing a game of chance against a high speed casino. the transition from a manual trader to a systems builder is the single most important pivot you will ever make in your life. it is not about being right or wrong it is about having a positive expectancy that has been proven across thousands of trades and multiple years of history. i had to fix a few errors in the short selling logic where the agents were getting confused between maximum and minimum values for take profit levels. these tiny bugs are the difference between a winning system and a blown account so you have to be willing to dive into the code and refine the machine. but once the system is tuned and the sub agents are running it becomes a beautiful workflow that functions entirely without your input. we are currently moving through the editors picks and the trending indicators one by one because i want to have a database of every single strategy on the platform. being a data dog means you never stop searching for that edge and you never settle for a strategy that just looks okay on a single chart. you have to demand excellence from your code because the market will not give you a single inch of mercy if you are lazy with your research. the ultimate goal is to have fully automated systems trading for you so you can focus on scaling rather than staring at a screen for ten hours a day. i am already up to over eighty backtests in this single session and i plan on hitting hundreds more by the end of the week. once you realize that you can crack the code of any indicator you see on the internet you will never look at a chart the same way again. this is the power of using agents to bridge the gap between a raw idea and a finished trading bot that actually works in the real world. i am done with getting liquidated and i am done with the stress of over trading because the code handles everything with cold precision. the path to success is paved with data and if you are not willing to automate your process you are just waiting for your next liquidation to happen

I Built a 37.0 Profit Factor Bot by Cracking Every TradingView Source Code tradingview is a gold mine hiding in plain sight and i just found the master key to unlock every single secret hidden within its community scripts. most traders spend their entire lives staring at candles and hoping for a miracle while the actual alpha is buried in the open source code that nobody bothers to look at. i used to be that guy who sat there getting liquidated at three in the morning because i thought i could outplay the market with my gut feeling and some drawings on a screen. it turns out that the game is completely rigged against you if you are trading manually but there is a specific way to flip the script. i am going to show you how to stop guessing and start knowing exactly what works across every possible market condition before you ever risk a single dollar. i spent years losing money and thousands on developers because i thought i was not smart enough to code the systems myself but i was wrong. the first step to cracking the market is realizing that every indicator on the super charts has a source code section that is completely open to the public. you can literally scroll through the community scripts and pull the exact logic for thousands of different strategies that people claim are the holy grail of trading. but the secret is not just having the code because most of these indicators are actually garbage that will blow your account up in a week. this is where the real loop opens because you need a way to test these ideas across twenty five different data sets in seconds rather than months. i use a custom setup with ai agents specifically a sub agent i call the backtest architect to handle the heavy lifting of turning pine script into python code. the goal is to create a factory where you can feed in a raw indicator and get back a full report on its expectancy and profit factor without lifting a finger. most people find one strategy and marry it for life but a real data dog knows that you have to iterate to success or you will get left behind. i am running eighty one different backtests right now because i know that ninety percent of what i find will be trash but that remaining ten percent is where the wealth is made. the backtest architect knows exactly how to structure the folders and data paths so that we are testing everything from the base indicator to complex versions with filters. you might think that popular tools like fibonacci or order blocks are the way to go because everyone on social media talks about them like they are law. but when i actually ran the numbers through the machine the results were embarrassing and most of those strategies just resulted in negative expectancy. it is a dangerous trap to follow the crowd into a trade just because some guru said a certain level was important when the data shows it is a coin flip at best. the dynamic swing indicator was one of the few that actually held its weight during the recent massive testing sessions we ran. it was pulling in profit factors of over thirty seven with annualized returns that look too good to be true until you see the trade list. we combined it with filters like the adx and the money flow index to see if we could refine the signals and the results were absolutely staggering. when you have a system that can run through forty data sets while you are drinking tea you realize that manual trading is a form of self harm. i realized this after spending hundreds of thousands on apps and devs only to find out that i could just learn to build these bots myself live on the internet. the speed of iteration is the only thing that matters in this game because the faster you can fail the faster you can find the one strategy that actually prints. one of the biggest hurdles i faced was thinking that i needed to be a math genius or a senior engineer to automate my trading systems. the truth is that code is the great equalizer because it allows a regular person to compete with massive hedge funds by using the same logic and speed. i decided to learn everything in public because i wanted people to see the process of losing money with liquidations and then finally finding a path to automation. the reality of the market is that it moves in cycles and what worked yesterday will almost certainly fail tomorrow unless you are constantly testing. that is why i built the agents to automatically look through the results folder and rank the top performers based on a composite score. it takes all the emotion out of the process because i am no longer looking for a reason to enter a trade i am just looking at a csv file that tells me the truth. if you are still drawing lines on a chart and hoping for the best you are basically playing a game of chance against a high speed casino. the transition from a manual trader to a systems builder is the single most important pivot you will ever make in your life. it is not about being right or wrong it is about having a positive expectancy that has been proven across thousands of trades and multiple years of history. i had to fix a few errors in the short selling logic where the agents were getting confused between maximum and minimum values for take profit levels. these tiny bugs are the difference between a winning system and a blown account so you have to be willing to dive into the code and refine the machine. but once the system is tuned and the sub agents are running it becomes a beautiful workflow that functions entirely without your input. we are currently moving through the editors picks and the trending indicators one by one because i want to have a database of every single strategy on the platform. being a data dog means you never stop searching for that edge and you never settle for a strategy that just looks okay on a single chart. you have to demand excellence from your code because the market will not give you a single inch of mercy if you are lazy with your research. the ultimate goal is to have fully automated systems trading for you so you can focus on scaling rather than staring at a screen for ten hours a day. i am already up to over eighty backtests in this single session and i plan on hitting hundreds more by the end of the week. once you realize that you can crack the code of any indicator you see on the internet you will never look at a chart the same way again. this is the power of using agents to bridge the gap between a raw idea and a finished trading bot that actually works in the real world. i am done with getting liquidated and i am done with the stress of over trading because the code handles everything with cold precision. the path to success is paved with data and if you are not willing to automate your process you are just waiting for your next liquidation to happen

Moon Dev

25,967 次观看 • 3 个月前