INFO:QuantumBeast:🛡️ Safety validation filtering...
INFO:HeliusSafety:🛡️ Batch validating 8 tokens...
INFO:HeliusSafety:🎯 All 8 assets found in cache
INFO:HeliusSafety:🔍 Analyzing holder concentration for 8 tokens... 
INFO:HeliusSafety:✅ Batch validation complete: 7/8 safe in 3762ms
INFO:QuantumBeast:✅ Final result: 7/8 tokens passed safety checks
INFO:QuantumBeast:⏸️ Max positions reached (1)
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 82s | Tokens: 303
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 82s
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 84s | Tokens: 303
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 84s
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 85s | Tokens: 303
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 85s
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 86s | Tokens: 303
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 86s
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 88s | Tokens: 303
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 88s
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 89s | Tokens: 303
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 89s
INFO:QuantumBeast:
🔍 DISCOVERY CYCLE #10
INFO:QuantumBeast:🔍 Starting multi-source token discovery...
23:19:55.476 | 🔍 Searching for actively traded tokens...
23:19:55.632 | Found 30 pairs for 'SOL highest volume'
23:19:55.632 | Found 30 pairs for 'Solana most traded'
23:19:55.632 | Found 30 pairs for 'Raydium active pairs'
23:19:55.634 | Found 30 pairs for 'Jupiter top volume'
23:19:55.635 | Found 30 pairs for 'Solana hot pairs'
23:19:55.635 | Found 30 pairs for 'Orca top pairs'
23:19:55.899 | Loaded history of 30 previously seen tokens
23:19:55.901 | 🔥 Found 5 NEW actively traded tokens among the top 5!
23:19:55.901 |   NEW: USEFUL - $0.006775 | 5m Vol: $155.07K | DEX: pumpswap | Trend: DOWNTREND | Age: 0.3h old
23:19:55.902 |   NEW: KORI - $0.034340 | 5m Vol: $8.20K | DEX: raydium | Trend: NEUTRAL | Age: 3.0h old
23:19:55.902 |   NEW: BONKA - $0.003640 | 5m Vol: $16.57K | DEX: raydium | Trend: DOWNTREND | Age: 3.0h old
23:19:55.902 |   NEW: MOMO - $0.010520 | 5m Vol: $86.38K | DEX: raydium | Trend: STRONG DOWNTREND | Age: 3.0h old
23:19:55.902 |   NEW: NEWCOIN - $0.000872 | 5m Vol: $2.13K | DEX: raydium | Trend: NEUTRAL | Age: 3.0h old
23:19:55.902 | ✅ Found 5 high-volume tradeable tokens from 7 active candidates
INFO:QuantumBeast:📡 Token discovery found: 5 tokens
INFO:QuantumBeast:🎯 Signal finder found: 3 opportunities
INFO:QuantumBeast:⚡ GPU accelerating token analysis...
INFO:GPUAcceleratorULTIMATE:🌊 Processing 8 tokens for early wave detection
INFO:GPUAcceleratorULTIMATE:🌊 Extracted features for 8 tokens      
INFO:GPUAcceleratorULTIMATE:🌊 GPU scan complete: 8 signals from 8 tokens
INFO:GPUAcceleratorULTIMATE:🏆 FINAL BOSS quantum enhancement starting...
INFO:GPUAcceleratorULTIMATE:🏆 FINAL BOSS: 154.4μs avg, 117.2μs best
INFO:GPUAcceleratorULTIMATE:⚡ Sub-5μs operations: 0/9
INFO:QuantumBeast:🛡️ Safety validation filtering...
INFO:HeliusSafety:🛡️ Batch validating 8 tokens...
INFO:HeliusSafety:🎯 All 8 assets found in cache
INFO:HeliusSafety:🔍 Analyzing holder concentration for 8 tokens... 
INFO:HeliusSafety:✅ Batch validation complete: 7/8 safe in 3656ms
INFO:QuantumBeast:✅ Final result: 7/8 tokens passed safety checks
INFO:QuantumBeast:⏸️ Max positions reached (1)
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 94s | Tokens: 303
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 94s
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 96s | Tokens: 303
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 96s
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 97s | Tokens: 303
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 97s
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 98s | Tokens: 303
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 98s
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 100s | Tokens: 303
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 100s
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 101s | Tokens: 303
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 101s
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 102s | Tokens: 303
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 102s
INFO:QuantumBeast:
🔍 DISCOVERY CYCLE #11
INFO:QuantumBeast:🔍 Starting multi-source token discovery...
23:20:08.761 | 🔍 Searching for actively traded tokens...
23:20:09.484 | Found 30 pairs for 'SOL highest volume'
23:20:09.485 | Found 30 pairs for 'Solana most traded'
23:20:09.485 | Found 30 pairs for 'Raydium active pairs'
23:20:09.486 | Found 30 pairs for 'Jupiter top volume'
23:20:09.486 | Found 30 pairs for 'Solana hot pairs'
23:20:09.486 | Found 30 pairs for 'Orca top pairs'
23:20:09.758 | Loaded history of 30 previously seen tokens
23:20:09.759 | 🔥 Found 5 NEW actively traded tokens among the top 5!
23:20:09.759 |   NEW: USEFUL - $0.006883 | 5m Vol: $170.93K | DEX: pumpswap | Trend: DOWNTREND | Age: 0.3h old
23:20:09.759 |   NEW: KORI - $0.034360 | 5m Vol: $8.80K | DEX: raydium | Trend: NEUTRAL | Age: 3.0h old
23:20:09.761 |   NEW: BONKA - $0.003629 | 5m Vol: $18.45K | DEX: raydium | Trend: DOWNTREND | Age: 3.0h old
23:20:09.761 |   NEW: MOMO - $0.010510 | 5m Vol: $91.36K | DEX: raydium | Trend: STRONG DOWNTREND | Age: 3.0h old
23:20:09.761 |   NEW: NEWCOIN - $0.000874 | 5m Vol: $2.16K | DEX: raydium | Trend: NEUTRAL | Age: 3.0h old
23:20:09.761 | ✅ Found 5 high-volume tradeable tokens from 7 active candidates
INFO:QuantumBeast:📡 Token discovery found: 5 tokens

============================================================        
[SCANNER] Finding top 5 HIGH-QUALITY scalping opportunities...      
[SCANNER] Found 5 HIGH-QUALITY tokens
[FILTER STATS] Blacklisted: 0 | Pump: 0 | Low quality: 0
[EFFICIENCY] Saved 0 expensive operations!
[SCANNER] Processing 5 high-quality pre-filtered tokens
[SAFETY] Checking Sidelined...
[SAFETY] Checking 旺柴...
[SAFETY] Checking joe...

[FOUND] Top 1 HIGH-QUALITY tokens in 859ms:
------------------------------------------------------------        
#1 WKC      | Prod: 7.2 | Mom: 60  | 5m:  +5.2% | Vol: $   3,377 | B/S: 1.0
   DEX: raydium    | Signals: 🔥 HOT ⬆️ TREND
   Price: $0.00068450 | Liq: $111,143
[FILTER STATS] Checked: 5 | Safety failed: 3 | Momentum failed: 1   
[QUALITY] All tokens meet: $36,000 liq, $2,200 vol5m, 1.0-8.0% range
============================================================        
INFO:QuantumBeast:🎯 Signal finder found: 1 opportunities
INFO:QuantumBeast:⚡ GPU accelerating token analysis...
INFO:GPUAcceleratorULTIMATE:🌊 Processing 6 tokens for early wave detection
INFO:GPUAcceleratorULTIMATE:🌊 Extracted features for 6 tokens      
INFO:GPUAcceleratorULTIMATE:🌊 EARLY WAVE scan #10: 1.0ms for 6 tokens, found 6 early signals, avg: 1.1ms
INFO:GPUAcceleratorULTIMATE:🌊 GPU scan complete: 6 signals from 6 tokens
INFO:GPUAcceleratorULTIMATE:🏆 FINAL BOSS quantum enhancement starting...
INFO:GPUAcceleratorULTIMATE:🏆 FINAL BOSS: 150.6μs avg, 116.7μs best
INFO:GPUAcceleratorULTIMATE:⚡ Sub-5μs operations: 0/10
INFO:QuantumBeast:🛡️ Safety validation filtering...
INFO:HeliusSafety:🛡️ Batch validating 6 tokens...
INFO:HeliusSafety:🎯 All 6 assets found in cache
INFO:HeliusSafety:🔍 Analyzing holder concentration for 6 tokens... 
INFO:HeliusSafety:✅ Batch validation complete: 5/6 safe in 2834ms
INFO:QuantumBeast:✅ Final result: 5/6 tokens passed safety checks
INFO:QuantumBeast:⏸️ Max positions reached (1)
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 108s | Tokens: 303
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 108s
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 110s | Tokens: 303
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 110s
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 111s | Tokens: 303
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 111s
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 112s | Tokens: 303
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 112s
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 114s | Tokens: 303
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 114s
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 115s | Tokens: 303
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 115s
INFO:QuantumBeast:
🔍 DISCOVERY CYCLE #12
INFO:QuantumBeast:🔍 Starting multi-source token discovery...
23:20:21.516 | 🔍 Searching for actively traded tokens...
23:20:21.637 | Found 30 pairs for 'SOL highest volume'
23:20:21.638 | Found 30 pairs for 'Solana most traded'
23:20:21.639 | Found 30 pairs for 'Raydium active pairs'
23:20:21.639 | Found 30 pairs for 'Jupiter top volume'
23:20:21.639 | Found 30 pairs for 'Solana hot pairs'
23:20:21.639 | Found 30 pairs for 'Orca top pairs'
23:20:21.956 | Loaded history of 30 previously seen tokens
23:20:21.958 | 🔥 Found 5 NEW actively traded tokens among the top 5!
23:20:21.958 |   NEW: USEFUL - $0.006883 | 5m Vol: $170.93K | DEX: pumpswap | Trend: DOWNTREND | Age: 0.4h old
23:20:21.958 |   NEW: KORI - $0.034360 | 5m Vol: $8.80K | DEX: raydium | Trend: NEUTRAL | Age: 3.0h old
23:20:21.958 |   NEW: BONKA - $0.003629 | 5m Vol: $18.45K | DEX: raydium | Trend: DOWNTREND | Age: 3.0h old
23:20:21.960 |   NEW: MOMO - $0.010510 | 5m Vol: $91.36K | DEX: raydium | Trend: STRONG DOWNTREND | Age: 3.0h old
23:20:21.960 |   NEW: NEWCOIN - $0.000874 | 5m Vol: $2.16K | DEX: raydium | Trend: NEUTRAL | Age: 3.0h old
23:20:21.960 | ✅ Found 5 high-volume tradeable tokens from 7 active candidates
INFO:QuantumBeast:📡 Token discovery found: 5 tokens
INFO:QuantumBeast:🎯 Signal finder found: 1 opportunities
INFO:QuantumBeast:⚡ GPU accelerating token analysis...
INFO:GPUAcceleratorULTIMATE:🌊 Processing 6 tokens for early wave detection
INFO:GPUAcceleratorULTIMATE:🌊 Extracted features for 6 tokens      
INFO:GPUAcceleratorULTIMATE:🌊 GPU scan complete: 6 signals from 6 tokens
INFO:GPUAcceleratorULTIMATE:🏆 FINAL BOSS quantum enhancement starting...
INFO:GPUAcceleratorULTIMATE:🏆 FINAL BOSS: 148.1μs avg, 116.7μs best
INFO:GPUAcceleratorULTIMATE:⚡ Sub-5μs operations: 0/11
INFO:QuantumBeast:🛡️ Safety validation filtering...
INFO:HeliusSafety:🛡️ Batch validating 6 tokens...
INFO:HeliusSafety:🎯 All 6 assets found in cache
INFO:HeliusSafety:🔍 Analyzing holder concentration for 6 tokens... 
INFO:HeliusSafety:✅ Batch validation complete: 5/6 safe in 3002ms
INFO:QuantumBeast:✅ Final result: 5/6 tokens passed safety checks
INFO:QuantumBeast:⏸️ Max positions reached (1)
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 120s | Tokens: 303
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 120s
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 121s | Tokens: 303
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 121s
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 123s | Tokens: 303
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 123s
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 124s | Tokens: 303
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 124s
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 125s | Tokens: 303
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 125s
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 126s | Tokens: 303
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 126s
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 128s | Tokens: 303
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 128s
INFO:QuantumBeast:
🔍 DISCOVERY CYCLE #13
INFO:QuantumBeast:🔍 Starting multi-source token discovery...
23:20:34.254 | 🔍 Searching for actively traded tokens...
23:20:34.370 | Found 30 pairs for 'SOL highest volume'
23:20:34.371 | Found 30 pairs for 'Solana most traded'
23:20:34.372 | Found 30 pairs for 'Raydium active pairs'
23:20:34.372 | Found 30 pairs for 'Jupiter top volume'
23:20:34.373 | Found 30 pairs for 'Solana hot pairs'
23:20:34.373 | Found 30 pairs for 'Orca top pairs'
23:20:34.699 | Loaded history of 30 previously seen tokens
23:20:34.700 | 🔥 Found 5 NEW actively traded tokens among the top 5!
23:20:34.700 |   NEW: USEFUL - $0.006883 | 5m Vol: $170.93K | DEX: pumpswap | Trend: DOWNTREND | Age: 0.4h old
23:20:34.700 |   NEW: KORI - $0.034360 | 5m Vol: $8.80K | DEX: raydium | Trend: NEUTRAL | Age: 3.0h old
23:20:34.700 |   NEW: BONKA - $0.003629 | 5m Vol: $18.45K | DEX: raydium | Trend: DOWNTREND | Age: 3.0h old
23:20:34.700 |   NEW: MOMO - $0.010510 | 5m Vol: $91.36K | DEX: raydium | Trend: STRONG DOWNTREND | Age: 3.0h old
23:20:34.700 |   NEW: NEWCOIN - $0.000874 | 5m Vol: $2.16K | DEX: raydium | Trend: NEUTRAL | Age: 3.0h old
23:20:34.700 | ✅ Found 5 high-volume tradeable tokens from 7 active candidates
INFO:QuantumBeast:📡 Token discovery found: 5 tokens
INFO:QuantumBeast:🎯 Signal finder found: 1 opportunities
INFO:QuantumBeast:⚡ GPU accelerating token analysis...
INFO:GPUAcceleratorULTIMATE:🌊 Processing 6 tokens for early wave detection
INFO:GPUAcceleratorULTIMATE:🌊 Extracted features for 6 tokens      
INFO:GPUAcceleratorULTIMATE:🌊 GPU scan complete: 6 signals from 6 tokens
INFO:GPUAcceleratorULTIMATE:🏆 FINAL BOSS quantum enhancement starting...
INFO:GPUAcceleratorULTIMATE:🏆 FINAL BOSS: 150.6μs avg, 116.7μs best
INFO:GPUAcceleratorULTIMATE:⚡ Sub-5μs operations: 0/12
INFO:QuantumBeast:🛡️ Safety validation filtering...
INFO:HeliusSafety:🛡️ Batch validating 6 tokens...
INFO:HeliusSafety:🎯 All 6 assets found in cache
INFO:HeliusSafety:🔍 Analyzing holder concentration for 6 tokens... 
INFO:HeliusSafety:✅ Batch validation complete: 5/6 safe in 3022ms
INFO:QuantumBeast:✅ Final result: 5/6 tokens passed safety checks
INFO:QuantumBeast:⏸️ Max positions reached (1)
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 132s | Tokens: 303
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 132s
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 134s | Tokens: 303
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 134s
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 135s | Tokens: 303
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 135s
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 137s | Tokens: 303
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 137s
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 138s | Tokens: 303
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 138s
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 139s | Tokens: 303
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 139s
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 141s | Tokens: 303
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 141s
INFO:QuantumBeast:
🔍 DISCOVERY CYCLE #14
INFO:QuantumBeast:🔍 Starting multi-source token discovery...
23:20:47.400 | 🔍 Searching for actively traded tokens...
23:20:49.987 | Found 30 pairs for 'SOL highest volume'
23:20:49.987 | Found 30 pairs for 'Solana most traded'
23:20:49.988 | Found 30 pairs for 'Raydium active pairs'
23:20:49.988 | Found 30 pairs for 'Jupiter top volume'
23:20:49.988 | Found 30 pairs for 'Solana hot pairs'
23:20:49.988 | Found 30 pairs for 'Orca top pairs'
23:20:50.242 | Loaded history of 30 previously seen tokens
23:20:50.245 | 🔥 Found 5 NEW actively traded tokens among the top 5!
23:20:50.245 |   NEW: USEFUL - $0.006766 | 5m Vol: $137.84K | DEX: pumpswap | Trend: DOWNTREND | Age: 0.4h old
23:20:50.245 |   NEW: KORI - $0.034050 | 5m Vol: $14.24K | DEX: raydium | Trend: NEUTRAL | Age: 3.0h old
23:20:50.245 |   NEW: BONKA - $0.003576 | 5m Vol: $16.85K | DEX: raydium | Trend: STRONG DOWNTREND | Age: 3.0h old
23:20:50.245 |   NEW: MOMO - $0.010590 | 5m Vol: $92.57K | DEX: raydium | Trend: STRONG DOWNTREND | Age: 3.0h old
23:20:50.245 |   NEW: NEWCOIN - $0.000871 | 5m Vol: $1.44K | DEX: raydium | Trend: NEUTRAL | Age: 3.0h old
23:20:50.245 | ✅ Found 5 high-volume tradeable tokens from 8 active candidates
INFO:QuantumBeast:📡 Token discovery found: 5 tokens

============================================================        
[SCANNER] Finding top 5 HIGH-QUALITY scalping opportunities...      
[SCANNER] Found 5 HIGH-QUALITY tokens
[FILTER STATS] Blacklisted: 0 | Pump: 0 | Low quality: 0
[EFFICIENCY] Saved 0 expensive operations!
[SCANNER] Processing 5 high-quality pre-filtered tokens
[SAFETY] Checking VIVA...
[SAFETY] Checking joe...
[SAFETY] Checking DARWIN...

[FOUND] Top 5 HIGH-QUALITY tokens in 896ms:
------------------------------------------------------------        
#1 DARWIN   | Prod: 9.0 | Mom: 50  | 5m:  +1.6% | Vol: $   7,031 | B/S: 1.0
   DEX: raydium    | Signals: ⬆️ BUILDING 📢 MIN_VOL 💧 LIQUID      
   Price: $0.00815400 | Liq: $251,675
------------------------------------------------------------        
#2 VIVA     | Prod: 7.2 | Mom: 55  | 5m:  +2.0% | Vol: $   2,691 | B/S: 1.0
   DEX: meteora    | Signals: ⬆️ BUILDING ⬆️ TREND 💰 DEEP_LIQ      
   Price: $0.00488300 | Liq: $572,992
------------------------------------------------------------        
#3 joe      | Prod: 6.9 | Mom: 60  | 5m:  +6.9% | Vol: $   2,679 | B/S: 1.0
   DEX: raydium    | Signals: 🔥 HOT ⬆️ TREND
   Price: $0.00046080 | Liq: $78,550
------------------------------------------------------------        
#4 WKC      | Prod: 6.4 | Mom: 50  | 5m:  +3.8% | Vol: $   2,998 | B/S: 1.0
   DEX: raydium    | Signals: 📈 RISING ⬆️ TREND
   Price: $0.00068490 | Liq: $111,176
------------------------------------------------------------        
#5 AGI      | Prod: 6.3 | Mom: 50  | 5m:  +5.1% | Vol: $   3,900 | B/S: 1.0
   DEX: raydium    | Signals: 🔥 HOT
   Price: $0.00027650 | Liq: $71,027
[FILTER STATS] Checked: 5 | Safety failed: 0 | Momentum failed: 0   
[QUALITY] All tokens meet: $36,000 liq, $2,200 vol5m, 1.0-8.0% range
============================================================        
INFO:QuantumBeast:🎯 Signal finder found: 5 opportunities
INFO:QuantumBeast:⚡ GPU accelerating token analysis...
INFO:GPUAcceleratorULTIMATE:🌊 Processing 10 tokens for early wave detection
INFO:GPUAcceleratorULTIMATE:🌊 Extracted features for 10 tokens     
INFO:GPUAcceleratorULTIMATE:🌊 GPU scan complete: 10 signals from 10 tokens
INFO:GPUAcceleratorULTIMATE:🏆 FINAL BOSS quantum enhancement starting...
INFO:GPUAcceleratorULTIMATE:🏆 FINAL BOSS: 148.0μs avg, 116.7μs best
INFO:GPUAcceleratorULTIMATE:⚡ Sub-5μs operations: 0/13
INFO:QuantumBeast:🛡️ Safety validation filtering...
INFO:HeliusSafety:🛡️ Batch validating 10 tokens...
INFO:HeliusSafety:🚀 Batch fetching 4 assets from Helius...
INFO:HeliusSafety:✅ Batch completed: 10 assets in 308ms
INFO:HeliusSafety:📊 Cache efficiency: 83/10 hits
INFO:HeliusSafety:🔍 Analyzing holder concentration for 10 tokens...
INFO:HeliusSafety:✅ Batch validation complete: 9/10 safe in 4853ms
INFO:QuantumBeast:✅ Final result: 9/10 tokens passed safety checks
INFO:QuantumBeast:⏸️ Max positions reached (1)
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 151s | Tokens: 303
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 151s
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 152s | Tokens: 303
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 152s
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 153s | Tokens: 303
INFO:QuantumBeast:📊 MOMO: P&L: +0.00% | Hold: 153s
INFO:QuantumBeast:
🔍 DISCOVERY CYCLE #15
INFO:QuantumBeast:🔍 Starting multi-source token discovery...
23:20:59.980 | 🔍 Searching for actively traded tokens...
23:21:00.099 | Found 30 pairs for 'SOL highest volume'
23:21:00.099 | Found 30 pairs for 'Solana most traded'
23:21:00.099 | Found 30 pairs for 'Raydium active pairs'
23:21:00.101 | Found 30 pairs for 'Jupiter top volume'
23:21:00.101 | Found 30 pairs for 'Solana hot pairs'
23:21:00.101 | Found 30 pairs for 'Orca top pairs'
23:21:00.366 | Loaded history of 30 previously seen tokens
23:21:00.369 | 🔥 Found 5 NEW actively traded tokens among the top 5!
23:21:00.369 |   NEW: USEFUL - $0.006766 | 5m Vol: $137.84K | DEX: pumpswap | Trend: DOWNTREND | Age: 0.4h old
23:21:00.369 |   NEW: KORI - $0.034050 | 5m Vol: $14.24K | DEX: raydium | Trend: NEUTRAL | Age: 3.0h old
23:21:00.369 |   NEW: BONKA - $0.003576 | 5m Vol: $16.85K | DEX: raydium | Trend: STRONG DOWNTREND | Age: 3.0h old
23:21:00.369 |   NEW: MOMO - $0.010590 | 5m Vol: $92.57K | DEX: raydium | Trend: STRONG DOWNTREND | Age: 3.0h old
23:21:00.369 |   NEW: NEWCOIN - $0.000871 | 5m Vol: $1.44K | DEX: raydium | Trend: NEUTRAL | Age: 3.0h old
23:21:00.369 | ✅ Found 5 high-volume tradeable tokens from 8 active candidates
INFO:QuantumBeast:📡 Token discovery found: 5 tokens
INFO:QuantumBeast:🎯 Signal finder found: 5 opportunities
INFO:QuantumBeast:⚡ GPU accelerating token analysis...
INFO:GPUAcceleratorULTIMATE:🌊 Processing 10 tokens for early wave detection
INFO:GPUAcceleratorULTIMATE:🌊 Extracted features for 10 tokens     
INFO:GPUAcceleratorULTIMATE:🌊 GPU scan complete: 10 signals from 10 tokens
INFO:GPUAcceleratorULTIMATE:🏆 FINAL BOSS quantum enhancement starting...
INFO:GPUAcceleratorULTIMATE:🏆 FINAL BOSS: 143.0μs avg, 77.8μs best 
INFO:GPUAcceleratorULTIMATE:⚡ Sub-5μs operations: 0/14
INFO:QuantumBeast:🛡️ Safety validation filtering...
INFO:HeliusSafety:🛡️ Batch validating 10 tokens...
INFO:HeliusSafety:🎯 All 10 assets found in cache
INFO:HeliusSafety:🔍 Analyzing holder concentration for 10 tokens.. is this good speeds or what