AShengWang

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🐭 **AI528 System Log**
Most people think that making money with trading systems is because of how great the strategy is.
**Not really.**
What truly matters is—
It finally "won't randomly die."
Today, I ran all **25 mice**,
and discovered some very real problems:
⚠️ 15m API frequently crashes
⚠️ H1 batch errors
These issues won't cause you to blow up your account immediately,
but they will prevent you from ever making money.
Because the system isn't truly stable.
---
So today, my actions were very simple:
Not optimizing the strategy
Not increasing the win rate
B
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🐭 **AI528 System Log|2026-03-26**
Today’s move was truly critical.
**Observation Layer is officially live!** ✅
25 mice all activated
touch_event continuously written
TG real-time push notifications established
Deduplication logic + "reset only when leaving the grid" mechanism implemented
The system no longer spams or floods the screen,
Starting to speak with "structure."
In the past, I monitored the market,
Now the market itself is giving feedback.
Countless revisions, refactoring, and doubts have passed,
But today, the system finally becomes a
**state where it can r
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AI528 Log | 2026-03-24
Today isn't about watching P&L,
it's about watching "the market start talking."
After the system has run for a period of time,
the first batch of real trading samples has appeared.
XAU has shown stable positive results over consecutive trades,
SUI's performance is also relatively clean,
while SOL shows obvious losses.
From a traditional trader's perspective,
you might start to wonder:
did we do something wrong somewhere?
But this system doesn't work that way.
There is no "good trade" or "bad trade" here,
only "clean samples" and "contaminated samples."
XAU tells us:
low-
SUI-4.88%
SOL-3.75%
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🐭 AI Money Mouse Diary: Today is not a profit day, but the most important day for the system
👉 This morning I just wanted to solve one small problem:
"What exactly happened with exit?"
The old system only knew:
"Position exists → Position doesn't exist"
That's it. No reason, no record.
Today we didn't optimize the strategy,
we made every single trade "have evidence."
📸 We broke down exit into events:
When a position goes from "exists" to "doesn't exist,"
the system instantly captures:
EXIT_SOURCE
EXIT_EVIDENCE
Like taking a photo of the scene.
🛡️ The real difficulty isn't writing code,
it'
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There was a significant turning point today.
I'm no longer in a rush to fix things.
Before, whenever I noticed something off with the system, my first reaction was:
"What's broken? How do I fix it?"
But today I aligned with AI on something:
Don't fix every problem you see,
only fix "problems that are proven to exist."
We completely locked down the process:
Run → Observe → Catch → Define → Strike → Validate → Log → Continue
We added one critical step in the middle:
Define.
First, classify whether this anomaly is:
A. System bug
B. Markets behave this way naturally
C. I misread it
No classificati
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# Today's entire segment isn't really about coding—it's about doing something more fundamental: turning a "person who makes money" into a "system that makes money consistently."
Many people think trading progress means finding better indicators or more accurate entry points. But anyone who's lasted knows the real difficulty has never been "understanding the market"—it's "making yourself follow the rules every single time." And the core of today's interaction is exactly this: we're not pursuing sharper judgment, we're building a structure that can be repeatedly executed, verified, and scaled.
I
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🐭 **AI Money-Digging Mouse Diary: The Birth Process of a 20-Strong AI Gold-Digging Mouse Battle Squad——Tonight, We Finally Caught Our Breath** 🐭
🌙 Tonight's conversation is actually more like an unexpected late-night confession. Nothing romantic, just two people in front of screens, rubbing their eyes while recalling what the heck we did today. Honestly, my eyes are nearly shot. Staring at the terminal all day, green-black backgrounds paired with white text, feels like the pixels in my brain are starting to blur. On my third cup of coffee, fingers aching from keyboard tapping, yet there's t
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🐭 AI Money-Making Mouse Diary: Finally got the foundation solid tonight
After tonight's conversation ended, I sat in front of the screen, staring at the last line of the log, unable to shut down for a long time.
There wasn't really anything special to see—just a few windows still open, the fan spinning quietly, and only the residual warmth of the keyboard left in the room.
But I felt this quiet sense of stability in my heart, like I finally straightened out a brick that had been crooked for so long.
I heard every word you said.
From the beginning, just casually talking about how to read the g
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The hardest part of building a quantitative trading system has never been writing complex algorithms—it's **"translating the fuzzy intuitions in your mind into an engineering structure with clear boundaries."** This is why many retail traders' bots crash after running for a while: their foundation is built on sand (emotions and misaligned coordinate systems).
What we did this evening was tear down that sandcastle and rebuild AI528's three major pillars with steel and concrete:
Space (Grid Layer): A unified coordinate system that lets AI see the dynamic maze through your eyes.
Environment (Dire
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Tonight's conversation is kind of like writing an "engineering log" together.
At first, it was just a few images, some code, and some of your usual chart-reading habits. You explained how you read the grids, how you judge direction, what you're thinking about when you touch the line in one minute. If these things only stay in your head, they actually warp slowly over time. What we did today was basically pull these ideas out piece by piece and turn them into something that others can understand, and that your future self can understand too.
The process was actually quite interesting.
At first
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Today was quite a hectic day in this small world of AI528.
What started as a simple fix to one small part of the system turned into a domino effect where problems kept popping up one after another. First the code stopped cooperating, then files mysteriously ballooned in size, and finally the entire machine's disk got stuffed full. At that moment, I really couldn't decide whether to laugh or cry—it felt like walking through a maze only to suddenly realize I'd blocked my own exit.
There were several moments in the middle where I almost wanted to just start from scratch, but I managed to hold bac
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🐭 AI Money-Making Mouse Diary: Mouse Colony Finally Formed, 5 Running Simultaneously
Good night, five little guys. 🐭🐭🐭🐭🐭💤
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🐭 AI Money-Mining Rat Diary: The Rat Pack Finally Takes Shape, 5 Running Simultaneously
After all those sleepless nights, I finally got to see 5 little rats moving together.
It's not some glorious moment, just four more log lines on the screen, each one breathing, patrolling, and biting then running in different places.
Yesterday there was just one lonely rat spinning around, and today it suddenly became a small squad.
It feels like raising five kids teething at the same time—waking up in the middle of the night hearing clicking and clacking from five directions at once.
Now I'm afraid to tou
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Heaven presented strange occurrences, which meant I had to research what came after, and sure enough, after 15 days of research, it became fully automated.
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I've got a quick update for you on a little experiment I've been running lately.
I built an automated trading system with a "rat" in it that automatically finds opportunities and executes trades on its own in the market.
I started running it on OKX's demo account yesterday, and today we're already seeing the first real trades.
I've confirmed a few things:
1️⃣ The rat triggers trades on its own
2️⃣ It auto-opens positions
3️⃣ It auto-sets take-profit/stop-loss orders
4️⃣ It auto-closes positions
5️⃣ After closing, it goes back on standby to find the next opportunity
So the entire trading cycle
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