I built 28 versions of this bot.
Only 1 survived.
Here's the final version 👇
━━━━━━━━━━━━━━━━━━━━━━
40 days. 9 coins. 122 trades.
📊 61.5% Win Rate
💰 +0.326R Average
🎯 Profit Factor 1.88
📈 Total: +39.73R
No hallucination. No fake numbers.
Every trade logged. Every exit tracked.
━━━━━━━━━━━━━━━━━━━━━━
WHAT MADE IT WORK:
→ HTF bias (1H + 4H must agree)
→ 15m pullback to EMA21
→ Volume + body confirmation
→ 1.55× ATR stop loss
→ TP1 at 0.95R | TP2 at 2.15R
→ After TP1 → SL to breakeven
→ Skip chop regimes
━━━━━━━━━━━━━━━━━━━━━━
The biggest lesson:
I tested breakouts. Failed.
I tested single indicators. Failed.
I tested 10 indicators together. Failed.
What worked: Simple logic + strict filters + few trades.
━━━━━━━━━━━━━━━━━━━━━━
Curious how many of you have tried building algo strategies?
What's your biggest learning?
Drop it below 👇
#crypto #trading #algo #python #backtest
$BTC $ETH $BNB
Only 1 survived.
Here's the final version 👇
━━━━━━━━━━━━━━━━━━━━━━
40 days. 9 coins. 122 trades.
📊 61.5% Win Rate
💰 +0.326R Average
🎯 Profit Factor 1.88
📈 Total: +39.73R
No hallucination. No fake numbers.
Every trade logged. Every exit tracked.
━━━━━━━━━━━━━━━━━━━━━━
WHAT MADE IT WORK:
→ HTF bias (1H + 4H must agree)
→ 15m pullback to EMA21
→ Volume + body confirmation
→ 1.55× ATR stop loss
→ TP1 at 0.95R | TP2 at 2.15R
→ After TP1 → SL to breakeven
→ Skip chop regimes
━━━━━━━━━━━━━━━━━━━━━━
The biggest lesson:
I tested breakouts. Failed.
I tested single indicators. Failed.
I tested 10 indicators together. Failed.
What worked: Simple logic + strict filters + few trades.
━━━━━━━━━━━━━━━━━━━━━━
Curious how many of you have tried building algo strategies?
What's your biggest learning?
Drop it below 👇
#crypto #trading #algo #python #backtest
$BTC $ETH $BNB
