简单量化
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简单量化
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Article
I used to think everyone was staying up all night and working themselves to the bone—until I discovered the community’s secret of “automation”…Lately, I’ve seen so many people posting on the feed from early morning until late at night, and staying up watching the charts while trading. It really feels like looking at my past self.
I used to rack my brain trying to gain a few more followers, and stay up all night for fear of missing a market move. In this community, I’ve fallen into countless traps and paid far too much tuition I never should have had to pay. Eventually, I finally understood: if you’re heading in the wrong direction, effort is wasted. If you rely purely on human labor and keep grinding, you’ll end up as nothing more than a machine working for the platform.
I’m not posting this for any other reason today. I’ve been caught in the rain myself, so I want to hold an umbrella for those still out in it. I’m sharing, for free, what I’ve learned through years of trial and error, in the hope it can serve as a reference, help you avoid some pitfalls, and offer a way forward to anyone who needs it.
I used to think everyone was staying up all night and working themselves to the bone—until I discovered the community’s secret of “automation”…
Lately, I’ve seen so many people posting on the feed from early morning until late at night, and staying up watching the charts while trading. It really feels like looking at my past self.
I used to rack my brain trying to gain a few more followers, and stay up all night for fear of missing a market move. In this community, I’ve fallen into countless traps and paid far too much tuition I never should have had to pay. Eventually, I finally understood: if you’re heading in the wrong direction, effort is wasted. If you rely purely on human labor and keep grinding, you’ll end up as nothing more than a machine working for the platform.
I’m not posting this for any other reason today. I’ve been caught in the rain myself, so I want to hold an umbrella for those still out in it. I’m sharing, for free, what I’ve learned through years of trial and error, in the hope it can serve as a reference, help you avoid some pitfalls, and offer a way forward to anyone who needs it.
I used to rack my brain trying to gain a few more followers, and stay up all night for fear of missing a market move. In this community, I’ve fallen into countless traps and paid far too much tuition I never should have had to pay. Eventually, I finally understood: if you’re heading in the wrong direction, effort is wasted. If you rely purely on human labor and keep grinding, you’ll end up as nothing more than a machine working for the platform.
I’m not posting this for any other reason today. I’ve been caught in the rain myself, so I want to hold an umbrella for those still out in it. I’m sharing, for free, what I’ve learned through years of trial and error, in the hope it can serve as a reference, help you avoid some pitfalls, and offer a way forward to anyone who needs it.
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$TAG I feasted!! Made a killing!!
I’ve really made a comfortable profit this time!!
$ZEC My short position went straight to +1712%!!
You damn market manipulators, weren’t you bragging earlier about pumping the price to liquidate me??
I’m talking a little louder now, so bear with me.
You’ve had your fun with that rebound earlier—now it’s finally my turn to gloat, right!!
$TAG I feasted!! Made a killing!!
I’ve really made a comfortable profit this time!!
$ZEC My short position went straight to +1712%!!
You damn market manipulators, weren’t you bragging earlier about pumping the price to liquidate me??
I’m talking a little louder now, so bear with me.
You’ve had your fun with that rebound earlier—now it’s finally my turn to gloat, right!!
I’ve really made a comfortable profit this time!!
$ZEC My short position went straight to +1712%!!
You damn market manipulators, weren’t you bragging earlier about pumping the price to liquidate me??
I’m talking a little louder now, so bear with me.
You’ve had your fun with that rebound earlier—now it’s finally my turn to gloat, right!!
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$AVAX I really got carried away trading ZEC yesterday.
I knew roughly where it was headed, but I just couldn't let it go and kept trying to prove myself right, forcing trades when I was in the wrong state of mind.
If you keep trading like this, my sister really is going to have to become a hooker 😭😭
$AVAX I really got carried away trading ZEC yesterday.
I knew roughly where it was headed, but I just couldn't let it go and kept trying to prove myself right, forcing trades when I was in the wrong state of mind.
If you keep trading like this, my sister really is going to have to become a hooker 😭😭
I knew roughly where it was headed, but I just couldn't let it go and kept trying to prove myself right, forcing trades when I was in the wrong state of mind.
If you keep trading like this, my sister really is going to have to become a hooker 😭😭
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$AVAX Lots of people laugh at me and say I’m a million in debt. But with the experience I have now, how can you even compare?!
I held this short position for over a whole month. How many times did the price get wicked out in the meantime? How many people told me to get out? I never left.
Just look at this price action: $USELESS — pumping it up to dump, then a low-volume slide downward. The moving averages are pressing down like a waterfall, without even one decent bounce. What do you call that? Death by a thousand cuts—the bulls’ despair!
I opened my short at 0.33372, and my unrealized profit shot straight up to 275%!
Looking at profits that have more than tripled, all I can say is: this feels amazing.
Trading has never been about luck. It’s about discipline and understanding!
When I was a million in debt and debt collectors had me backed into a corner, hard-won experience taught me this: hold on tight to positions that are moving with the trend, and let your profits run.
My target is below 0.1. I’m not getting off before then.
$AVAX Lots of people laugh at me and say I’m a million in debt. But with the experience I have now, how can you even compare?!
I held this short position for over a whole month. How many times did the price get wicked out in the meantime? How many people told me to get out? I never left.
Just look at this price action: $USELESS — pumping it up to dump, then a low-volume slide downward. The moving averages are pressing down like a waterfall, without even one decent bounce. What do you call that? Death by a thousand cuts—the bulls’ despair!
I opened my short at 0.33372, and my unrealized profit shot straight up to 275%!
Looking at profits that have more than tripled, all I can say is: this feels amazing.
Trading has never been about luck. It’s about discipline and understanding!
When I was a million in debt and debt collectors had me backed into a corner, hard-won experience taught me this: hold on tight to positions that are moving with the trend, and let your profits run.
My target is below 0.1. I’m not getting off before then.
I held this short position for over a whole month. How many times did the price get wicked out in the meantime? How many people told me to get out? I never left.
Just look at this price action: $USELESS — pumping it up to dump, then a low-volume slide downward. The moving averages are pressing down like a waterfall, without even one decent bounce. What do you call that? Death by a thousand cuts—the bulls’ despair!
I opened my short at 0.33372, and my unrealized profit shot straight up to 275%!
Looking at profits that have more than tripled, all I can say is: this feels amazing.
Trading has never been about luck. It’s about discipline and understanding!
When I was a million in debt and debt collectors had me backed into a corner, hard-won experience taught me this: hold on tight to positions that are moving with the trend, and let your profits run.
My target is below 0.1. I’m not getting off before then.
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$AVAX 2400 This so-called ironclad floor was torn to shreds long ago. Every rebound is just building a gallows for trapped longs.
I’ve held my short position on 2707 all the way until now, with unrealized gains hitting 109%.
Going from unrealized losses to doubling my money has never been about luck. It’s all down to the ironclad discipline I forged back when I was on the brink of bankruptcy.
$AVAX 2400 This so-called ironclad floor was torn to shreds long ago. Every rebound is just building a gallows for trapped longs.
I’ve held my short position on 2707 all the way until now, with unrealized gains hitting 109%.
Going from unrealized losses to doubling my money has never been about luck. It’s all down to the ironclad discipline I forged back when I was on the brink of bankruptcy.
I’ve held my short position on 2707 all the way until now, with unrealized gains hitting 109%.
Going from unrealized losses to doubling my money has never been about luck. It’s all down to the ironclad discipline I forged back when I was on the brink of bankruptcy.
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$AVAX I’m not asking for anything else now. I just hope the damn market makers take pity on me and let me break even. I’ll never show off again!
When I was up more than 20,000 earlier, I really thought I was invincible. Then I tried to buy the dip and went straight in at the market makers’ knife point. This slow bleed is like being cut by a blunt knife, losing a little blood with every slice—it’s even more agonizing than getting liquidated outright.
My liquidation price is still 0.0478, so there’s some room to hold on, but my mental defenses have already crumbled. I’m not greedy anymore. I swear!
Market makers, boss, my dear big brother! Please just push the price up a tiny bit and let me get out safely with smaller losses, okay? Going from the peak straight to the bottom on this roller coaster is making me sick. Give me a bounce so I can get out. Please!
$AVAX I’m not asking for anything else now. I just hope the damn market makers take pity on me and let me break even. I’ll never show off again!
When I was up more than 20,000 earlier, I really thought I was invincible. Then I tried to buy the dip and went straight in at the market makers’ knife point. This slow bleed is like being cut by a blunt knife, losing a little blood with every slice—it’s even more agonizing than getting liquidated outright.
My liquidation price is still 0.0478, so there’s some room to hold on, but my mental defenses have already crumbled. I’m not greedy anymore. I swear!
Market makers, boss, my dear big brother! Please just push the price up a tiny bit and let me get out safely with smaller losses, okay? Going from the peak straight to the bottom on this roller coaster is making me sick. Give me a bounce so I can get out. Please!
When I was up more than 20,000 earlier, I really thought I was invincible. Then I tried to buy the dip and went straight in at the market makers’ knife point. This slow bleed is like being cut by a blunt knife, losing a little blood with every slice—it’s even more agonizing than getting liquidated outright.
My liquidation price is still 0.0478, so there’s some room to hold on, but my mental defenses have already crumbled. I’m not greedy anymore. I swear!
Market makers, boss, my dear big brother! Please just push the price up a tiny bit and let me get out safely with smaller losses, okay? Going from the peak straight to the bottom on this roller coaster is making me sick. Give me a bounce so I can get out. Please!
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$QQQB $DAWG If you dare let me sell, I'll give you a million 😂😂
$QQQB $DAWG If you dare let me sell, I'll give you a million 😂😂
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$ERA —Machi Bro got liquidated again, again, and again!
A year ago, he made a whopping $44.84 million on Hyperliquid. A year later, not only has he given all those profits back, he’s also lost an additional $36.85 million… Even the 250,000 USDC he deposited just two days ago went up in smoke in an instant.
I just checked his address: he was completely liquidated at 5:38, then immediately opened a 900 ETH long position at 5:53. He’s since added to it all the way up to 1,325 ETH with 25x leverage, and a liquidation price of 2,368. You’ve got to hand it to him—he just won’t give up.
Looking at Bro’s purplish lips, his heart and lungs seem to be taking quite a beating. He should probably go see a doctor, recover, and then win back what he lost 👊
$ERA —Machi Bro got liquidated again, again, and again!
A year ago, he made a whopping $44.84 million on Hyperliquid. A year later, not only has he given all those profits back, he’s also lost an additional $36.85 million… Even the 250,000 USDC he deposited just two days ago went up in smoke in an instant.
I just checked his address: he was completely liquidated at 5:38, then immediately opened a 900 ETH long position at 5:53. He’s since added to it all the way up to 1,325 ETH with 25x leverage, and a liquidation price of 2,368. You’ve got to hand it to him—he just won’t give up.
Looking at Bro’s purplish lips, his heart and lungs seem to be taking quite a beating. He should probably go see a doctor, recover, and then win back what he lost 👊
A year ago, he made a whopping $44.84 million on Hyperliquid. A year later, not only has he given all those profits back, he’s also lost an additional $36.85 million… Even the 250,000 USDC he deposited just two days ago went up in smoke in an instant.
I just checked his address: he was completely liquidated at 5:38, then immediately opened a 900 ETH long position at 5:53. He’s since added to it all the way up to 1,325 ETH with 25x leverage, and a liquidation price of 2,368. You’ve got to hand it to him—he just won’t give up.
Looking at Bro’s purplish lips, his heart and lungs seem to be taking quite a beating. He should probably go see a doctor, recover, and then win back what he lost 👊
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$AVAX I was bored fishing this morning, so I casually opened a trade. Turns out I went long right near the top and lost a few dozen U in an hour, so I cut my losses decisively. The market was going nowhere this afternoon, and watching the charts got me stopped out a few more times. Thankfully, I stayed calm and didn't get carried away. By evening, I finally made back my losses and even turned a small profit.
After today's roller-coaster ride, I want to share a heartfelt piece of advice with you guys: on the trading journey, don't lose your head over a few losing trades. Always remember: slow is fast. Unless you're absolutely sure, don't go all-in with high leverage—that'll only get you wiped out faster!
My account is only a few hundred U right now—not even an ant-sized position in the eyes of the big players. But I firmly believe that as long as I stick to my discipline, this little ant will grow into an elephant one day!
$AVAX I was bored fishing this morning, so I casually opened a trade. Turns out I went long right near the top and lost a few dozen U in an hour, so I cut my losses decisively. The market was going nowhere this afternoon, and watching the charts got me stopped out a few more times. Thankfully, I stayed calm and didn't get carried away. By evening, I finally made back my losses and even turned a small profit.
After today's roller-coaster ride, I want to share a heartfelt piece of advice with you guys: on the trading journey, don't lose your head over a few losing trades. Always remember: slow is fast. Unless you're absolutely sure, don't go all-in with high leverage—that'll only get you wiped out faster!
My account is only a few hundred U right now—not even an ant-sized position in the eyes of the big players. But I firmly believe that as long as I stick to my discipline, this little ant will grow into an elephant one day!
After today's roller-coaster ride, I want to share a heartfelt piece of advice with you guys: on the trading journey, don't lose your head over a few losing trades. Always remember: slow is fast. Unless you're absolutely sure, don't go all-in with high leverage—that'll only get you wiped out faster!
My account is only a few hundred U right now—not even an ant-sized position in the eyes of the big players. But I firmly believe that as long as I stick to my discipline, this little ant will grow into an elephant one day!
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$SKHYNIX I was half-asleep in the middle of the night and, on a weird impulse, glanced at the chart just as it started plunging. I only meant to add 10,000 U, but my hand slipped and I entered 100,000 U without even realizing it.
When I opened my eyes, I saw that every little move up or down was swinging my P&L by thousands of dollars. I took a proper look and realized my position was over 100,000 U. I woke up in a panic and hurriedly closed it at whatever price I could get…
Looking back now, that was absolutely the bottom!
Do you believe in fate? The heavens put a chance to get rich right in front of me. I didn’t dare open the position, so fate opened it for me—and I got scared and ran away.
I’ve been staring at the charts for two hours and now I’m wide awake. I’ve opened a few positions again and I’m getting ready to strike back!
$SKHYNIX I was half-asleep in the middle of the night and, on a weird impulse, glanced at the chart just as it started plunging. I only meant to add 10,000 U, but my hand slipped and I entered 100,000 U without even realizing it.
When I opened my eyes, I saw that every little move up or down was swinging my P&L by thousands of dollars. I took a proper look and realized my position was over 100,000 U. I woke up in a panic and hurriedly closed it at whatever price I could get…
Looking back now, that was absolutely the bottom!
Do you believe in fate? The heavens put a chance to get rich right in front of me. I didn’t dare open the position, so fate opened it for me—and I got scared and ran away.
I’ve been staring at the charts for two hours and now I’m wide awake. I’ve opened a few positions again and I’m getting ready to strike back!
When I opened my eyes, I saw that every little move up or down was swinging my P&L by thousands of dollars. I took a proper look and realized my position was over 100,000 U. I woke up in a panic and hurriedly closed it at whatever price I could get…
Looking back now, that was absolutely the bottom!
Do you believe in fate? The heavens put a chance to get rich right in front of me. I didn’t dare open the position, so fate opened it for me—and I got scared and ran away.
I’ve been staring at the charts for two hours and now I’m wide awake. I’ve opened a few positions again and I’m getting ready to strike back!
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Machi is really about to shrink from a little fish to a tiny shrimp this time.
His cumulative losses are nearing $37 million, his available margin has hit zero, and yet he’s still stubbornly holding a 25x cross-margin ETH long.
That meager unrealized profit on the books may look impressive, but he’s actually only a few dozen dollars away from the liquidation price. Even a slight market swing could wipe him out on the spot.
All you can say is that the market humbles everyone. No matter how big your position or how famous you are, high leverage treats us all equally when it bites back.
Machi is really about to shrink from a little fish to a tiny shrimp this time.
His cumulative losses are nearing $37 million, his available margin has hit zero, and yet he’s still stubbornly holding a 25x cross-margin ETH long.
That meager unrealized profit on the books may look impressive, but he’s actually only a few dozen dollars away from the liquidation price. Even a slight market swing could wipe him out on the spot.
All you can say is that the market humbles everyone. No matter how big your position or how famous you are, high leverage treats us all equally when it bites back.
His cumulative losses are nearing $37 million, his available margin has hit zero, and yet he’s still stubbornly holding a 25x cross-margin ETH long.
That meager unrealized profit on the books may look impressive, but he’s actually only a few dozen dollars away from the liquidation price. Even a slight market swing could wipe him out on the spot.
All you can say is that the market humbles everyone. No matter how big your position or how famous you are, high leverage treats us all equally when it bites back.
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So a mere “sorry” and “we deeply regret it” means users’ money doesn’t count? What gives you the right to tamper with my options position at will! I was up two or three hundred dollars, and the platform practically sold my position off for peanuts. It surged just two minutes after being closed, turning my profit into a 200 USDT loss. When I contacted customer service to seek redress, they turned around and lectured me about watching my language?
So a mere “sorry” and “we deeply regret it” means users’ money doesn’t count? What gives you the right to tamper with my options position at will! I was up two or three hundred dollars, and the platform practically sold my position off for peanuts. It surged just two minutes after being closed, turning my profit into a 200 USDT loss. When I contacted customer service to seek redress, they turned around and lectured me about watching my language?
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Keeping at it—today I’m really going head-to-head with ZEC.
It wiped me out for 2,500u and now it wants to run? Let’s see who dies first today.
Keeping at it—today I’m really going head-to-head with ZEC.
It wiped me out for 2,500u and now it wants to run? Let’s see who dies first today.
It wiped me out for 2,500u and now it wants to run? Let’s see who dies first today.
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This 20x short on $OKB is up 68%, so I’m feeling much more at ease. The more unrealized profit you have, the more important it is not to get carried away—only profits you’ve locked in count. Trading isn’t about who can make the biggest splash in the short term. Managing drawdowns and sticking to your limits are what matter; steady, long-term progress is the way to go.
This 20x short on $OKB is up 68%, so I’m feeling much more at ease. The more unrealized profit you have, the more important it is not to get carried away—only profits you’ve locked in count. Trading isn’t about who can make the biggest splash in the short term. Managing drawdowns and sticking to your limits are what matter; steady, long-term progress is the way to go.
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I just went to check out a Ducati today, and when I got back, I received an airdrop!
I’ll add a little more myself, and that’ll be just enough 😆😆😆
Thanks, DNA
I just went to check out a Ducati today, and when I got back, I received an airdrop!
I’ll add a little more myself, and that’ll be just enough 😆😆😆
Thanks, DNA
I’ll add a little more myself, and that’ll be just enough 😆😆😆
Thanks, DNA
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Still daring to call ARB a bargain? The big players grabbed their money and disappeared ages ago. Do you really think you’re some hardheaded fool, catching a falling knife halfway down?
Tonight, don’t just stare at the candlesticks—dig into the data:
First, look at the worst one, $ARB . It’s down nearly 8%, yet the long/short ratio somehow surged against the trend to 1.80! Open interest plunged—the big players cashed out and fled, while retail traders are still stubbornly piling in.
$UNI is another battlefield: even after dropping below 7, the long/short ratio still broke 2. The bulls are losing money just to cover interest, and the chart above is packed with trapped holders. And with $NEAR , open interest is actually rising instead of falling—the bulls are still stubbornly holding on.
These are all textbook bull traps. Going long now is basically handing people liquidity for free. Shorting is risky too—you could get liquidated by a sudden bounce. Wait until volume dries up and the price has fully sold off before reassessing.
Still daring to call ARB a bargain? The big players grabbed their money and disappeared ages ago. Do you really think you’re some hardheaded fool, catching a falling knife halfway down?
Tonight, don’t just stare at the candlesticks—dig into the data:
First, look at the worst one, $ARB . It’s down nearly 8%, yet the long/short ratio somehow surged against the trend to 1.80! Open interest plunged—the big players cashed out and fled, while retail traders are still stubbornly piling in.
$UNI is another battlefield: even after dropping below 7, the long/short ratio still broke 2. The bulls are losing money just to cover interest, and the chart above is packed with trapped holders. And with $NEAR , open interest is actually rising instead of falling—the bulls are still stubbornly holding on.
These are all textbook bull traps. Going long now is basically handing people liquidity for free. Shorting is risky too—you could get liquidated by a sudden bounce. Wait until volume dries up and the price has fully sold off before reassessing.
Tonight, don’t just stare at the candlesticks—dig into the data:
First, look at the worst one, $ARB . It’s down nearly 8%, yet the long/short ratio somehow surged against the trend to 1.80! Open interest plunged—the big players cashed out and fled, while retail traders are still stubbornly piling in.
$UNI is another battlefield: even after dropping below 7, the long/short ratio still broke 2. The bulls are losing money just to cover interest, and the chart above is packed with trapped holders. And with $NEAR , open interest is actually rising instead of falling—the bulls are still stubbornly holding on.
These are all textbook bull traps. Going long now is basically handing people liquidity for free. Shorting is risky too—you could get liquidated by a sudden bounce. Wait until volume dries up and the price has fully sold off before reassessing.
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230x in 30 days, then this morning AGT’s spike wiped me out at the very top, and my funds are back where they started.
I was still too greedy. I failed to separate my funds or set a stop-loss, and greed completely overcame the respect I should have had for the market. I haven’t left these five square meters for a month—every day, all I did was watch the charts. In the end, I gave the market back every bit of wealth that was never mine to begin with.
I admit my understanding is limited. I’m no genius trader. First, I’m going to step outside and get some air.
230x in 30 days, then this morning AGT’s spike wiped me out at the very top, and my funds are back where they started.
I was still too greedy. I failed to separate my funds or set a stop-loss, and greed completely overcame the respect I should have had for the market. I haven’t left these five square meters for a month—every day, all I did was watch the charts. In the end, I gave the market back every bit of wealth that was never mine to begin with.
I admit my understanding is limited. I’m no genius trader. First, I’m going to step outside and get some air.
I was still too greedy. I failed to separate my funds or set a stop-loss, and greed completely overcame the respect I should have had for the market. I haven’t left these five square meters for a month—every day, all I did was watch the charts. In the end, I gave the market back every bit of wealth that was never mine to begin with.
I admit my understanding is limited. I’m no genius trader. First, I’m going to step outside and get some air.
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If you’re in crypto and ever hit hard times, remember to set aside a couple hundred yuan for a Sam’s Club membership.
The beef samples there are huge—you can wander around for half an hour and eat your fill, and the ingredients are top-notch.
Trust me, save that couple hundred for yourself. It’s your last shred of dignity.
If you’re in crypto and ever hit hard times, remember to set aside a couple hundred yuan for a Sam’s Club membership.
The beef samples there are huge—you can wander around for half an hour and eat your fill, and the ingredients are top-notch.
Trust me, save that couple hundred for yourself. It’s your last shred of dignity.
The beef samples there are huge—you can wander around for half an hour and eat your fill, and the ingredients are top-notch.
Trust me, save that couple hundred for yourself. It’s your last shred of dignity.
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Everyone says to make time your friend, but looking at it over 18 years just left me speechless...
Everyone says to make time your friend, but looking at it over 18 years just left me speechless...
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