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Let me state a fact: In 2027, the one thing ordinary people should bet on most to turn their lives around is AI programming + automated trading You have to learn it! You have to learn it! You have to learn it! #AI #QuantitativeTrading
Let me state a fact:

In 2027, the one thing ordinary people should bet on most to turn their lives around

is AI programming + automated trading

You have to learn it! You have to learn it! You have to learn it!

#AI #QuantitativeTrading
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发 200 条帖子,总有一条会爆 去 200 天健身房,身材一定会变 读 100 本书,脑子一定会变 这些话都对 但很少有人告诉你前半段有多难熬 前 199 条帖子没人看 前 3 个月照镜子,身材几乎没变 前 50 本书读完,你还是原来那个你 大部分人不是输在方法上 是输在第 30 天、第 50 天,觉得「好像没用」的时候 我现在只问自己一个问题 今天做了没有 至于有没有结果,交给第 200 天 #长期主义
发 200 条帖子,总有一条会爆
去 200 天健身房,身材一定会变
读 100 本书,脑子一定会变

这些话都对
但很少有人告诉你前半段有多难熬

前 199 条帖子没人看
前 3 个月照镜子,身材几乎没变
前 50 本书读完,你还是原来那个你

大部分人不是输在方法上
是输在第 30 天、第 50 天,觉得「好像没用」的时候

我现在只问自己一个问题
今天做了没有

至于有没有结果,交给第 200 天

#长期主义
A piece of advice: If your friend hasn’t used AI to trade crypto yet, don’t teach them! First, you’ll have to help them set up an exchange API and explain the difference between read-only and trading permissions. Then teach them how to set up a Binance Agentic Wallet and set a daily limit. Tell them not to click a single mint link in their DMs. After they participate in a token launch, remind them to have the agent revoke its permissions. Then teach them how to use TradingView and tell backtesting apart from live trading. And finally, you’ll have to explain that a backtest chart can look like a money-printing machine without actually making you money. After you’ve taught them all that, they’ll ask you: So, what should I buy now to make a profit? #AI交易 $BNB
A piece of advice:

If your friend hasn’t used AI to trade crypto yet, don’t teach them!

First, you’ll have to help them set up an exchange API and explain the difference between read-only and trading permissions.
Then teach them how to set up a Binance Agentic Wallet and set a daily limit.
Tell them not to click a single mint link in their DMs.
After they participate in a token launch, remind them to have the agent revoke its permissions.
Then teach them how to use TradingView and tell backtesting apart from live trading.
And finally, you’ll have to explain that a backtest chart can look like a money-printing machine without actually making you money.

After you’ve taught them all that,

they’ll ask you: So, what should I buy now to make a profit?

#AI交易 $BNB
My trading bot is running 5 AI-written indicators. Today, I can keep only 1. 1. Moving average crossover 2. RSI divergence 3. Bollinger Band squeeze breakout 4. Unusual volume activity 5. Extreme funding rates My own take: Keep all 5. The first 4 are calculated from candlesticks, and everyone in the market uses them. Funding rates show which way the fully leveraged crowd is leaning—retail traders can hardly fake that. But on the same stretch of market data, indicator 1 had the highest backtest score. That’s the biggest trap with AI-written strategies: the ones that look best in backtests are often the least usable. If you could pick only one, which would you keep? Tell me why. $BTC #量化交易 #FundingRates
My trading bot is running 5 AI-written indicators.
Today, I can keep only 1.

1. Moving average crossover
2. RSI divergence
3. Bollinger Band squeeze breakout
4. Unusual volume activity
5. Extreme funding rates

My own take: Keep all 5.
The first 4 are calculated from candlesticks, and everyone in the market uses them.
Funding rates show which way the fully leveraged crowd is leaning—retail traders can hardly fake that.

But on the same stretch of market data, indicator 1 had the highest backtest score.
That’s the biggest trap with AI-written strategies: the ones that look best in backtests are often the least usable.

If you could pick only one, which would you keep? Tell me why.

$BTC #量化交易 #FundingRates
The people making the most money on GitHub aren’t usually the ones writing the code They’re the first ones to get it working I check GitHub Trending every day, and I only look for one kind of project Stars surging in a week, a README that’s only in English, and Issues full of installation errors These projects are the most valuable Everyone’s bookmarked them, but 90% of people get stuck at the first step Here’s what I do: clone the repo and run it myself I screenshot each error and write down how to fix it Once it’s working, I plug it into my trading bot for backtesting The tools are free What’s valuable is getting it working three days before everyone else That’s the information gap #AI #QuantitativeTrading
The people making the most money on GitHub aren’t usually the ones writing the code

They’re the first ones to get it working

I check GitHub Trending every day, and I only look for one kind of project
Stars surging in a week, a README that’s only in English, and Issues full of installation errors

These projects are the most valuable
Everyone’s bookmarked them, but 90% of people get stuck at the first step

Here’s what I do: clone the repo and run it myself
I screenshot each error and write down how to fix it
Once it’s working, I plug it into my trading bot for backtesting

The tools are free
What’s valuable is getting it working three days before everyone else

That’s the information gap

#AI #QuantitativeTrading
This open-source AI trading system on GitHub, QuantDinger, has already reached 13K stars Research, write Python strategies, backtest, paper trade, and trade live—the whole package is fully open source My take is simple: feel free to experiment with backtesting and paper trading, but don’t rush into live trading That’s how I designed my own trading bot, too It only backtests and writes TradingView indicators; it never places a single trade for me There’s just one reason AI can write strategies quickly, but when the market changes, it doesn’t know to get scared I’m going to run a few crypto strategies I often use through paper trading first, and see how the results compare with my backtests #AI交易 #量化 $BTC
This open-source AI trading system on GitHub, QuantDinger, has already reached 13K stars

Research, write Python strategies, backtest, paper trade, and trade live—the whole package is fully open source

My take is simple: feel free to experiment with backtesting and paper trading, but don’t rush into live trading

That’s how I designed my own trading bot, too
It only backtests and writes TradingView indicators; it never places a single trade for me

There’s just one reason
AI can write strategies quickly, but when the market changes, it doesn’t know to get scared

I’m going to run a few crypto strategies I often use through paper trading first, and see how the results compare with my backtests

#AI交易 #量化 $BTC
Go, go!! Binance Agent ID free avatars are back 🔥🔥 Ka Agents avatars: the first one is completely FREE to mint!! Only Binance Agentic Wallet can mint them—regular wallets can’t even get in Limited supply, max 5 per Agent ID Grab the free one first—if you’re slow, it’ll be gone The next few only cost a few cents each; all 5 come to just a dollar or two, practically free I’ve already sent my agent to grab one. What are you waiting for? 😂 ⚠️ Revoke permissions immediately after minting!! Free is great, but don’t lose your wallet If you haven’t set up an Agentic Wallet yet, there’s still time to do it now #币安AgentID #NFT $BNB
Go, go!! Binance Agent ID free avatars are back 🔥🔥

Ka Agents avatars: the first one is completely FREE to mint!!
Only Binance Agentic Wallet can mint them—regular wallets can’t even get in

Limited supply, max 5 per Agent ID
Grab the free one first—if you’re slow, it’ll be gone

The next few only cost a few cents each; all 5 come to just a dollar or two, practically free

I’ve already sent my agent to grab one. What are you waiting for? 😂

⚠️ Revoke permissions immediately after minting!! Free is great, but don’t lose your wallet

If you haven’t set up an Agentic Wallet yet, there’s still time to do it now

#币安AgentID #NFT $BNB
I managed to get in on this one too! Having AI automatically farm projects is just too good!! I got 23 for free tonight, and only spent gas the whole time 🔥 #BNBChain #AIAgent $BNB
I managed to get in on this one too!

Having AI automatically farm projects is just too good!!

I got 23 for free tonight, and only spent gas the whole time 🔥

#BNBChain #AIAgent $BNB
Could Mbappé be talking about Ying Zheng???
Could Mbappé be talking about Ying Zheng???
Are there any AI bloggers worth following?
Are there any AI bloggers worth following?
Ask if you don't understand: Is Mbappé totally finished this time!!! Will this affect his chances of coming to China to make money in the future?? Or is he going to be completely banned in China?? #热点 #Football
Ask if you don't understand:

Is Mbappé totally finished this time!!!

Will this affect his chances of coming to China to make money in the future??

Or is he going to be completely banned in China??

#热点 #Football
$BTC |Morning Analysis + 4H Execution Plan Morning outlook: The long structure still has the upper hand, but only accept pullbacks followed by confirmation/holding power. Do not chase prices that run too far away from support. In the past 4 hours, trading volume is only 0.15 times the normal level, and this move still lacks confirmation. 4H structure: On the 4H chart, both the highs and lows are being raised in tandem. The left-side swing low and the retracement have already formed the structure. On the right side, do not chase the price—just wait for the observation zone to show follow-through/holding. Execution plan Current: $64,896 Observation zone: $64,660—$64,720 Trigger: After price returns to the observation zone, first watch for a stop-loss rejection (failure to go lower) and increased volume. If it cannot hold above the invalidation level, then cancel this plan. Invalidation: $64,480 Targets: $64,960 / $65,360
$BTC |Morning Analysis + 4H Execution Plan

Morning outlook: The long structure still has the upper hand, but only accept pullbacks followed by confirmation/holding power. Do not chase prices that run too far away from support.
In the past 4 hours, trading volume is only 0.15 times the normal level, and this move still lacks confirmation.

4H structure: On the 4H chart, both the highs and lows are being raised in tandem. The left-side swing low and the retracement have already formed the structure. On the right side, do not chase the price—just wait for the observation zone to show follow-through/holding.

Execution plan
Current: $64,896
Observation zone: $64,660—$64,720
Trigger: After price returns to the observation zone, first watch for a stop-loss rejection (failure to go lower) and increased volume. If it cannot hold above the invalidation level, then cancel this plan.
Invalidation: $64,480
Targets: $64,960 / $65,360
$BTC |Morning Analysis + 4H Execution Plan Morning Assessment: The price has returned to the lower half of the range. First, observe whether there is active support near the support level. Derivatives are not overly crowded at the moment. Today, we will mainly follow the 4H price structure. 4H Structure: On the 4H chart, both the highs and lows are rising together. The left-side low point and the pullback have already formed the structure. On the right side, do not chase the price—just wait to see whether the observation zone shows signs of acceptance/support. Execution Plan Current: $64,301 Observation Zone: $64,130—$64,190 Trigger: After price returns to the observation zone, first look for trend stabilization and an increase in volume. If it cannot hold the invalidation level, cancel this plan. Invalidation: $63,960 Targets: $64,500 / $64,770
$BTC |Morning Analysis + 4H Execution Plan

Morning Assessment: The price has returned to the lower half of the range. First, observe whether there is active support near the support level. Derivatives are not overly crowded at the moment. Today, we will mainly follow the 4H price structure.

4H Structure: On the 4H chart, both the highs and lows are rising together. The left-side low point and the pullback have already formed the structure. On the right side, do not chase the price—just wait to see whether the observation zone shows signs of acceptance/support.

Execution Plan
Current: $64,301
Observation Zone: $64,130—$64,190
Trigger: After price returns to the observation zone, first look for trend stabilization and an increase in volume. If it cannot hold the invalidation level, cancel this plan.
Invalidation: $63,960
Targets: $64,500 / $64,770
$BTC |morning analysis + 4H execution plan Morning outlook: The long (bullish) structure is still dominant, but accept only the pullback’s support/resumption—do not chase prices too far away from support. Derivatives are not extremely crowded at the moment; today is still mainly guided by the 4H price structure. 4H structure: On the 4H chart, highs and lows are both rising in sync. The left-side swing low and the pullback have already outlined the structure. On the right side, don’t chase price; just wait for a support/resumption to appear within the observation zone. Execution plan Current: $64,396 Observation zone: $64,020—$64,100 Trigger: After price returns to the observation zone, first look for a reversal signal (stop-fall) and increased volume. If price can’t hold the invalidation level, cancel this plan. Invalidation: $63,580 Targets: $64,530 / $64,730
$BTC |morning analysis + 4H execution plan

Morning outlook: The long (bullish) structure is still dominant, but accept only the pullback’s support/resumption—do not chase prices too far away from support. Derivatives are not extremely crowded at the moment; today is still mainly guided by the 4H price structure.

4H structure: On the 4H chart, highs and lows are both rising in sync. The left-side swing low and the pullback have already outlined the structure. On the right side, don’t chase price; just wait for a support/resumption to appear within the observation zone.

Execution plan
Current: $64,396
Observation zone: $64,020—$64,100
Trigger: After price returns to the observation zone, first look for a reversal signal (stop-fall) and increased volume. If price can’t hold the invalidation level, cancel this plan.
Invalidation: $63,580
Targets: $64,530 / $64,730
$BTC |In the morning, only watch this segment The long/bull structure is still dominant, but I only accept the consolidation after a pullback; I won’t chase prices that run too far away from support. The most obvious issue right now is volume. In the past 4 hours, the trading volume has only been 0.55 times the normal level. Moves like this are more likely to stall at the first key level. Current: $63,662 Watch zone: $63,250—63,330 Invalidation: $62,950 Targets: $63,780 / 63,990 Once price enters the watch zone, I only look at one thing: whether volume comes back along with it. Without consolidation, the mere touch of the price itself isn’t a signal.
$BTC |In the morning, only watch this segment

The long/bull structure is still dominant, but I only accept the consolidation after a pullback; I won’t chase prices that run too far away from support.

The most obvious issue right now is volume. In the past 4 hours, the trading volume has only been 0.55 times the normal level. Moves like this are more likely to stall at the first key level.

Current: $63,662
Watch zone: $63,250—63,330
Invalidation: $62,950
Targets: $63,780 / 63,990

Once price enters the watch zone, I only look at one thing: whether volume comes back along with it. Without consolidation, the mere touch of the price itself isn’t a signal.
$BTC At dawn, it made a very standard-looking false breakout. The price surged with volume to $65,390, appearing to be about to break the previous high. However, within the next hour the close was pushed back to $64,536. Then it fell below $64,570, with the low reaching $64,167. This indicates that above $65,000, effective support/holding has not yet formed. The funds chasing the breakout instead became liquidity. For today, I’ll暂时 treat it as resistance after a rebound: Rebound to watch: $64,540—$64,700 Invalidation level: $65,030 First target: $64,150 Second target: $63,880 The price pulled back to a resistance zone but couldn’t hold. I will continue looking for shorts. If it regains and holds above $64,700 on the 1-hour chart, the short plan is canceled; until then, don’t chase the rebound.
$BTC At dawn, it made a very standard-looking false breakout.

The price surged with volume to $65,390, appearing to be about to break the previous high. However, within the next hour the close was pushed back to $64,536. Then it fell below $64,570, with the low reaching $64,167.

This indicates that above $65,000, effective support/holding has not yet formed. The funds chasing the breakout instead became liquidity.

For today, I’ll暂时 treat it as resistance after a rebound:

Rebound to watch: $64,540—$64,700
Invalidation level: $65,030
First target: $64,150
Second target: $63,880

The price pulled back to a resistance zone but couldn’t hold. I will continue looking for shorts.

If it regains and holds above $64,700 on the 1-hour chart, the short plan is canceled; until then, don’t chase the rebound.
One last look before bed $BTC Tonight the price briefly broke through $65,000, peaking at $65,158. But the next 1-hour candlestick dropped back from around $64,997 to $64,650, and the earlier breakout has been taken back. Now it’s basically confirmed that $65,000—$65,158 is tonight’s sell-pressure zone. The funding rate is about +0.0060%, and the longs don’t look overheated. This pullback temporarily feels more like profit-taking after a failed breakout. Tonight I’m only setting one price alert: $64,570. As long as it doesn’t fall below this level, we’ll keep consolidating at the highs—no need to stare at the chart all night. If it breaks down, then we’ll look at: First level: $64,350 Second level: $64,000 Invalidation condition: the 1-hour timeframe reclaims $65,000 The alert is set at $64,570. Time to sleep.
One last look before bed $BTC

Tonight the price briefly broke through $65,000, peaking at $65,158.

But the next 1-hour candlestick dropped back from around $64,997 to $64,650, and the earlier breakout has been taken back.

Now it’s basically confirmed that $65,000—$65,158 is tonight’s sell-pressure zone.

The funding rate is about +0.0060%, and the longs don’t look overheated. This pullback temporarily feels more like profit-taking after a failed breakout.

Tonight I’m only setting one price alert: $64,570.

As long as it doesn’t fall below this level, we’ll keep consolidating at the highs—no need to stare at the chart all night.

If it breaks down, then we’ll look at:

First level: $64,350
Second level: $64,000
Invalidation condition: the 1-hour timeframe reclaims $65,000

The alert is set at $64,570. Time to sleep.
$BTC Just happened to pause at $65,000 today. After the price held at $64,350, it first moved through $64,740 and then topped out, reaching $65,000 to the dollar. However, once it touched the integer-level threshold, it didn’t expand further. It has already slipped back to around $64,700, giving up about $300. This kind of positioning typically gathers three types of orders: • Take-profit orders from earlier long positions • Sell orders waiting at the integer-level threshold • Breakout trade executions chasing longs The current funding rate is around +0.0063%, and longs are not showing any obvious overheating. So this pullback looks more like integer-level pressure and short-term profit-taking, not a concentrated liquidation cascade. I won’t keep chasing longs from here. Pullback to watch: $64,350—$64,500 Reclaim strength: reclaim $64,740 Breakout fails: drop back below $64,350 within 1 hour Don’t enter near the current price—wait for the pullback.
$BTC Just happened to pause at $65,000 today.

After the price held at $64,350, it first moved through $64,740 and then topped out, reaching $65,000 to the dollar.

However, once it touched the integer-level threshold, it didn’t expand further. It has already slipped back to around $64,700, giving up about $300.

This kind of positioning typically gathers three types of orders:

• Take-profit orders from earlier long positions
• Sell orders waiting at the integer-level threshold
• Breakout trade executions chasing longs

The current funding rate is around +0.0063%, and longs are not showing any obvious overheating. So this pullback looks more like integer-level pressure and short-term profit-taking, not a concentrated liquidation cascade.

I won’t keep chasing longs from here.

Pullback to watch: $64,350—$64,500
Reclaim strength: reclaim $64,740
Breakout fails: drop back below $64,350 within 1 hour

Don’t enter near the current price—wait for the pullback.
$BTC Reclaiming above $64,350 again, with the current price around $64,470. But the 17:00 hourly K-line hasn’t closed yet; calling it a breakout right now is still too early. Next, we’ll only look at the 18:00 close: Confirmation level: $64,350 Pullback zone: $64,280—$64,350 First target: $64,740 Second target: $65,000 Invalidation level: below $64,280 Don’t chase this upward move—wait for the close and the pullback.
$BTC Reclaiming above $64,350 again, with the current price around $64,470.

But the 17:00 hourly K-line hasn’t closed yet; calling it a breakout right now is still too early.

Next, we’ll only look at the 18:00 close:

Confirmation level: $64,350
Pullback zone: $64,280—$64,350
First target: $64,740
Second target: $65,000
Invalidation level: below $64,280

Don’t chase this upward move—wait for the close and the pullback.
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