The system really is quite fragile. Just now, this little dip wiped out my profits from a peak of 48U down to just 12U. But I can't wait to share the terrifying capabilities of AI with you.
I had it summarize itself: "Take a look back. Why did the market dip not affect you too much, yet your profits dropped from 48U to 12U? Is there room for improvement in your strategy?"
It eagerly analyzed and then provided a summary that I believe is of high quality:
1. All long positions, no hedging
All 5 positions were LONG. The market fell by 2-3%, triggering stop-losses on all positions. There were no short positions to hedge, nor neutral positions to buffer.
2. No cooldown after stop-loss—immediate reopening
At 13:11, I hit five consecutive stop-losses, and by 13:11:02, I was opening a DOGE position. The system has no mechanism for "just got slapped by the market, let’s pause and reassess". As a result, DOGE hit another stop-loss 20 minutes later.
3. ATR stop-loss is too weak during market pullbacks
A 2-3% fluctuation in a single day is completely normal. But having five 1.5×ATR stop-losses all at once is like a collective death sentence.
Finally, it gave me a solution:
| Priority | Problem | Solution |
|----------|---------|----------|
| **P0** | All long positions without hedging | Allow short signals; the system should hold both long and short positions simultaneously |
| **P0** | No cooldown after stop-loss | After 3 consecutive stop-losses → 30-minute circuit breaker |
| **P1** | 1.5×ATR too tight | When the market is correlated, widen stop-loss to 2-2.5×ATR, or use dynamic ATR |
| P2 | Rolling positions not increasing size | Normal—realizing profits when margin is insufficient is already a good outcome |
In the end, I provided my insights for handling the situation, and it went to work efficiently! Just think, if I hired a programmer + product manager + tester, these changes would take at least 2 days. Now it only takes less than 2 minutes, with code + backtesting + summary all delivered. It's really terrifying.
#BTC #eth #Aİ #automatedtrading
I had it summarize itself: "Take a look back. Why did the market dip not affect you too much, yet your profits dropped from 48U to 12U? Is there room for improvement in your strategy?"
It eagerly analyzed and then provided a summary that I believe is of high quality:
1. All long positions, no hedging
All 5 positions were LONG. The market fell by 2-3%, triggering stop-losses on all positions. There were no short positions to hedge, nor neutral positions to buffer.
2. No cooldown after stop-loss—immediate reopening
At 13:11, I hit five consecutive stop-losses, and by 13:11:02, I was opening a DOGE position. The system has no mechanism for "just got slapped by the market, let’s pause and reassess". As a result, DOGE hit another stop-loss 20 minutes later.
3. ATR stop-loss is too weak during market pullbacks
A 2-3% fluctuation in a single day is completely normal. But having five 1.5×ATR stop-losses all at once is like a collective death sentence.
Finally, it gave me a solution:
| Priority | Problem | Solution |
|----------|---------|----------|
| **P0** | All long positions without hedging | Allow short signals; the system should hold both long and short positions simultaneously |
| **P0** | No cooldown after stop-loss | After 3 consecutive stop-losses → 30-minute circuit breaker |
| **P1** | 1.5×ATR too tight | When the market is correlated, widen stop-loss to 2-2.5×ATR, or use dynamic ATR |
| P2 | Rolling positions not increasing size | Normal—realizing profits when margin is insufficient is already a good outcome |
In the end, I provided my insights for handling the situation, and it went to work efficiently! Just think, if I hired a programmer + product manager + tester, these changes would take at least 2 days. Now it only takes less than 2 minutes, with code + backtesting + summary all delivered. It's really terrifying.
#BTC #eth #Aİ #automatedtrading