diff --git "a/debug_roi_data.csv" "b/debug_roi_data.csv"
--- "a/debug_roi_data.csv"
+++ "b/debug_roi_data.csv"
@@ -459,4 +459,105 @@
 457,412.68,389.86,2025-07-14 22:48:00,"{'portfolio': {'portfolio_value': 30.263987625739805, 'value_in_pools': 25.999947450551804, 'value_in_safe': 4.2640401751880015, 'initial_investment': 40.93950391704335, 'volume': 38.43442790626105, 'roi': -26.08, 'agent_hash': 'bafybeigg6vq45m4cekqf7bnvmutwg3mp64n3eql7zkrmu7tht67gfggddi', 'allocations': [{'chain': 'optimism', 'type': 'velodrome', 'id': '0x4F3da11c5caDf644ae023Dbad01008a934C993E2', 'assets': ['USDC', 'LUSD'], 'apr': 1.14, 'details': 'Velodrome Pool', 'ratio': 100.0, 'address': '0xc8E264f402Ae94f69bDEf8B1f035F7200cD2B0c7'}], 'portfolio_breakdown': [{'asset': 'USDC', 'address': '0x0b2C639c533813f4Aa9D7837CAf62653d097Ff85', 'balance': 17.738866215455637, 'price': 0.999842, 'value_usd': 17.736063474593596, 'ratio': 0.586045}, {'asset': 'LUSD', 'address': '0xc40F949F8a4e094D1b49a23ea9241D289B7b2819', 'balance': 12.515408742403805, 'price': 1.001, 'value_usd': 12.527924151146209, 'ratio': 0.413955}, {'asset': 'DOLA', 'address': '0x8aE125E8653821E851F12A49F7765db9a9ce7384', 'balance': 2.33e-16, 'price': 0.997894, 'value_usd': 2.32509302e-16, 'ratio': 0.0}, {'asset': 'DAI', 'address': '0xDA10009cBd5D07dd0CeCc66161FC93D7c9000da1', 'balance': 1.271e-15, 'price': 0.999535, 'value_usd': 1.270408985e-15, 'ratio': 0.0}], 'address': '0xc8E264f402Ae94f69bDEf8B1f035F7200cD2B0c7', 'last_updated': 1752513202}, 'positons': [{'chain': 'optimism', 'pool_address': '0x84Ce89B4f6F67E523A81A82f9f2F14D84B726F6B', 'dex_type': 'velodrome', 'token0': '0x0b2C639c533813f4Aa9D7837CAf62653d097Ff85', 'token1': '0x94b008aA00579c1307B0EF2c499aD98a8ce58e58', 'token0_symbol': 'USDC', 'token1_symbol': 'USDT', 'apr': 6.8210787661006504, 'pool_id': '0x84Ce89B4f6F67E523A81A82f9f2F14D84B726F6B', 'is_stable': True, 'is_cl_pool': True, 'status': 'closed', 'enter_tx_hash': '0x26c993dbb424b604d3c6c21bcf357a002c904e42501e4368f12306824f9c6fd3', 'enter_timestamp': 1749400565, 'amount0': 106, 'amount1': 12417370, 'positions': [{'token_id': 2707603, 'liquidity': 124219155242, 'amount0': 0, 'amount1': 12416948, 'current_liquidity': 124219155242}, {'token_id': 2707604, 'liquidity': 1469411, 'amount0': 83, 'amount1': 358, 'current_liquidity': 1469411}, {'token_id': 2707605, 'liquidity': 215979, 'amount0': 23, 'amount1': 64, 'current_liquidity': 215979}], 'il_risk_score': -1.0552407618906685e-12, 'sharpe_ratio': 1.0385174148872256, 'depth_score': 1162.8369357745007, 'max_position_size': 10000000.0, 'last_metrics_update': 1751215700.845947, 'exit_tx_hash': '0x7e9719a3a8a6f46cf0b16d5999c58f1557c7e83597e658e0b43647aa8d86ecdd', 'exit_timestamp': 1751215852}, {'chain': 'optimism', 'pool_address': '0x4F3da11c5caDf644ae023Dbad01008a934C993E2', 'dex_type': 'velodrome', 'token0': '0x0b2C639c533813f4Aa9D7837CAf62653d097Ff85', 'token1': '0xc40F949F8a4e094D1b49a23ea9241D289B7b2819', 'token0_symbol': 'USDC', 'token1_symbol': 'LUSD', 'apr': 1.1446416140740159, 'pool_id': '0x4F3da11c5caDf644ae023Dbad01008a934C993E2', 'is_stable': True, 'is_cl_pool': False, 'amount0': 11744875, 'amount1': 14245225773667532800, 'enter_timestamp': 1751215979, 'status': 'open', 'enter_tx_hash': '0xf6d302da247c211f2a537364f6cad0306f8e2593754f60839e2ecc31f556bfcc', 'current_liquidity': 12993460261438}]}","{'initial_value': 29.800138839731247, 'final_value': 42.698700828483084, 'f_i_ratio': -0.2608, 'first_investment_timestamp': 1749400565, 'time_ratio': 10.1307, 'volatility_warning': 'LOW', 'actual_hours': 864.6985348574983, 'calculation_hours': 864.6985348574983}",43.28,120,False,0xc8E264f402Ae94f69bDEf8B1f035F7200cD2B0c7,joyus-goson39,ROI,,bafybeigg6vq45m4cekqf7bnvmutwg3mp64n3eql7zkrmu7tht67gfggddi,38.43442791,balanced,
 458,390.48,372.75,2025-07-14 23:31:42,"{'portfolio': {'portfolio_value': 35.42567883688357, 'value_in_pools': 32.21605042269768, 'value_in_safe': 3.2096284141858926, 'initial_investment': 47.69366419946237, 'volume': 45.04515215024694, 'roi': -25.72, 'agent_hash': 'bafybeigg6vq45m4cekqf7bnvmutwg3mp64n3eql7zkrmu7tht67gfggddi', 'allocations': [{'chain': 'optimism', 'type': 'velodrome', 'id': '0xA56a25Dee5B3199A9198Bbd48715EE3D0ed98378', 'assets': ['USDC', 'DOLA'], 'apr': 1.29, 'details': 'Velodrome Pool', 'ratio': 100.0, 'address': '0xF38820f03313535A4024DCCBE2689aa7cc158f5C'}], 'portfolio_breakdown': [{'asset': 'USDC', 'address': '0x0b2C639c533813f4Aa9D7837CAf62653d097Ff85', 'balance': 13.562399482576117, 'price': 0.999861, 'value_usd': 13.56051430904804, 'ratio': 0.382788}, {'asset': 'DOLA', 'address': '0x8aE125E8653821E851F12A49F7765db9a9ce7384', 'balance': 21.89417430879218, 'price': 0.998675, 'value_usd': 21.86516452783303, 'ratio': 0.617212}, {'asset': 'ETH', 'address': '0x0000000000000000000000000000000000000000', 'balance': 8.4e-16, 'price': 2972.76, 'value_usd': 2.4971184e-12, 'ratio': 0.0}, {'asset': 'LUSD', 'address': '0xc40F949F8a4e094D1b49a23ea9241D289B7b2819', 'balance': 1.146e-15, 'price': 1.001, 'value_usd': 1.147146e-15, 'ratio': 0.0}], 'address': '0xF38820f03313535A4024DCCBE2689aa7cc158f5C', 'last_updated': 1752515934}, 'positons': [{'chain': 'optimism', 'pool_address': '0x84Ce89B4f6F67E523A81A82f9f2F14D84B726F6B', 'dex_type': 'velodrome', 'token0': '0x0b2C639c533813f4Aa9D7837CAf62653d097Ff85', 'token1': '0x94b008aA00579c1307B0EF2c499aD98a8ce58e58', 'token0_symbol': 'USDC', 'token1_symbol': 'USDT', 'apr': 7.203504137155402, 'pool_id': '0x84Ce89B4f6F67E523A81A82f9f2F14D84B726F6B', 'is_stable': True, 'is_cl_pool': True, 'status': 'closed', 'enter_tx_hash': '0x014828b184e2301849636d82e67614b62b6a83d207ea906c8fbdbc4c94abf6fb', 'enter_timestamp': 1749344469, 'amount0': 9927081, 'amount1': 2922255, 'positions': [{'token_id': 2701571, 'liquidity': 83208800509, 'amount0': 9710239, 'amount1': 2771695, 'current_liquidity': 83208800509}, {'token_id': 2701572, 'liquidity': 822967616, 'amount0': 178339, 'amount1': 109677, 'current_liquidity': 822967616}, {'token_id': 2701573, 'liquidity': 144365258, 'amount0': 38503, 'amount1': 40883, 'current_liquidity': 144365258}], 'il_risk_score': -8.510250350090276e-12, 'sharpe_ratio': 1.0343385680307111, 'depth_score': 1162.849768076878, 'max_position_size': 10000000.0, 'last_metrics_update': 1751159186.298078, 'exit_tx_hash': '0xbfb170fda9e5614f008a6cd6cd589fb7b47c8d831a5d4a0b3e8e870c0451bc40', 'exit_timestamp': 1751159352}, {'chain': 'optimism', 'pool_address': '0xA56a25Dee5B3199A9198Bbd48715EE3D0ed98378', 'dex_type': 'velodrome', 'token0': '0x0b2C639c533813f4Aa9D7837CAf62653d097Ff85', 'token1': '0x8aE125E8653821E851F12A49F7765db9a9ce7384', 'token0_symbol': 'USDC', 'token1_symbol': 'DOLA', 'apr': 1.2907413138010941, 'pool_id': '0xA56a25Dee5B3199A9198Bbd48715EE3D0ed98378', 'is_stable': True, 'is_cl_pool': False, 'amount0': 13649004, 'amount1': 18593021233907056326, 'enter_timestamp': 1751159541, 'status': 'open', 'enter_tx_hash': '0x48c5280931b620ff55cb117c35ca44b6780ff8dcb0fdfca2ff04a0aea368af09', 'current_liquidity': 16118778992940}]}","{'initial_value': 35.31977903399317, 'final_value': 49.28428002422609, 'f_i_ratio': -0.2572, 'first_investment_timestamp': 1749344469, 'time_ratio': 9.9431, 'volatility_warning': 'LOW', 'actual_hours': 881.0092138630814, 'calculation_hours': 881.0092138630814}",39.54,123,False,0xF38820f03313535A4024DCCBE2689aa7cc158f5C,cordron-yelku44,ROI,,bafybeigg6vq45m4cekqf7bnvmutwg3mp64n3eql7zkrmu7tht67gfggddi,45.04515215,balanced,
 459,0.1,-18.05,2025-07-14 23:38:49,"{'portfolio': {'portfolio_value': 15.998416, 'value_in_pools': 0.0, 'value_in_safe': 15.998416, 'initial_investment': 15.99794701348985, 'volume': None, 'roi': 0.0, 'agent_hash': 'bafybeigg6vq45m4cekqf7bnvmutwg3mp64n3eql7zkrmu7tht67gfggddi', 'allocations': [], 'portfolio_breakdown': [{'asset': 'USDC', 'address': '0x0b2C639c533813f4Aa9D7837CAf62653d097Ff85', 'balance': 16.0, 'price': 0.999901, 'value_usd': 15.998416, 'ratio': 0.0}], 'address': '0x9E29a5601e56b90079E2BcC029A26fB3fCE60dB9', 'last_updated': 1752516515}, 'positons': []}","{'initial_value': 15.99794701348985, 'final_value': 15.998345201003524, 'f_i_ratio': 0.0, 'first_investment_timestamp': 1752516528, 'time_ratio': 524550.8982, 'volatility_warning': 'VERY_HIGH', 'actual_hours': 0.00014310306972927517, 'calculation_hours': 0.0167}",0.0,182,False,0x9E29a5601e56b90079E2BcC029A26fB3fCE60dB9,zapzi-milan20,ROI,,bafybeigg6vq45m4cekqf7bnvmutwg3mp64n3eql7zkrmu7tht67gfggddi,,balanced,
-460,872.58,849.87,2025-07-14 23:39:06,"{'portfolio': {'portfolio_value': 23.926140500648067, 'value_in_pools': 7.928108500648065, 'value_in_safe': 15.998032000000002, 'initial_investment': 23.996256870925585, 'volume': 7.9224283973100755, 'roi': -0.29, 'agent_hash': 'bafybeigg6vq45m4cekqf7bnvmutwg3mp64n3eql7zkrmu7tht67gfggddi', 'allocations': [{'chain': 'optimism', 'type': 'velodrome', 'id': '0x1737275d53A5Ca5dAc582a493AA32C85ba2cFaD3', 'assets': ['USDC', 'DAI'], 'apr': 15.95, 'details': 'Velodrome CL Pool', 'ratio': 100.0, 'address': '0x426117ee442328F6CF12e8805037bA14bB1F80CF', 'tick_ranges': [{'current_tick': 276324, 'tick_lower': 4, 'tick_upper': 5, 'token_id': 2935722, 'in_range': False}]}], 'portfolio_breakdown': [{'asset': 'USDC', 'address': '0x0b2C639c533813f4Aa9D7837CAf62653d097Ff85', 'balance': 16.0, 'price': 0.999877, 'value_usd': 15.998032, 'ratio': 0.668642}, {'asset': 'DAI', 'address': '0xDA10009cBd5D07dd0CeCc66161FC93D7c9000da1', 'balance': 7.933336569447332, 'price': 0.999341, 'value_usd': 7.928108500648065, 'ratio': 0.331358}, {'asset': 'LUSD', 'address': '0xc40F949F8a4e094D1b49a23ea9241D289B7b2819', 'balance': 1.011e-15, 'price': 1.001, 'value_usd': 1.012011e-15, 'ratio': 0.0}, {'asset': 'DOLA', 'address': '0x8aE125E8653821E851F12A49F7765db9a9ce7384', 'balance': 7.38e-16, 'price': 0.998309, 'value_usd': 7.36752042e-16, 'ratio': 0.0}], 'address': '0x426117ee442328F6CF12e8805037bA14bB1F80CF', 'last_updated': 1752516490}, 'positons': [{'chain': 'optimism', 'pool_address': '0x1737275d53A5Ca5dAc582a493AA32C85ba2cFaD3', 'dex_type': 'velodrome', 'token0': '0x0b2C639c533813f4Aa9D7837CAf62653d097Ff85', 'token1': '0xDA10009cBd5D07dd0CeCc66161FC93D7c9000da1', 'token0_symbol': 'USDC', 'token1_symbol': 'DAI', 'apr': 15.949108383139437, 'pool_id': '0x1737275d53A5Ca5dAc582a493AA32C85ba2cFaD3', 'is_stable': True, 'is_cl_pool': True, 'status': 'open', 'enter_tx_hash': '0xa42b8db45406dcd988e8c8bbfb6b26e2e3161b4111f3361af437572c2cb53ef5', 'enter_timestamp': 1750996703, 'amount0': 0, 'amount1': 7933336569447330816, 'positions': [{'token_id': 2935722, 'liquidity': 158638968577964312250704, 'amount0': 0, 'amount1': 7933336569447330816, 'current_liquidity': 158638968577964312250704}]}]}","{'initial_value': 15.996993189049627, 'final_value': 23.920773598313602, 'f_i_ratio': -0.0029, 'first_investment_timestamp': 1750996703, 'time_ratio': 20.7495, 'volatility_warning': 'LOW', 'actual_hours': 422.1785831538836, 'calculation_hours': 422.1785831538836}",49.53,163,False,0x426117ee442328F6CF12e8805037bA14bB1F80CF,limwire-waryel10,ROI,,bafybeigg6vq45m4cekqf7bnvmutwg3mp64n3eql7zkrmu7tht67gfggddi,7.922428397,balanced,"[""balancerPool"", ""uniswapV3"", ""velodrome""]"
+460,-3.62,-19.01,2025-07-15 01:12:10,"{'portfolio': {'portfolio_value': 29.75900573370534, 'value_in_pools': 3.041378149475342, 'value_in_safe': 26.71762758423, 'initial_investment': 30.87536749850655, 'volume': 3.0417491735476907, 'roi': -3.62, 'agent_hash': 'bafybeia2kyreljqwdzhg27g6wv6uwjnoa4qdn5j4kz6jjkmfst4mkyzo3e', 'allocations': [{'chain': 'optimism', 'type': 'velodrome', 'id': '0xA56a25Dee5B3199A9198Bbd48715EE3D0ed98378', 'assets': ['USDC', 'DOLA'], 'apr': 1.29, 'details': 'Velodrome Pool', 'ratio': 100.0, 'address': '0x70FAE90eb66b779FC368350a051D83dc6C7fF068'}], 'portfolio_breakdown': [{'asset': 'USDC', 'address': '0x0b2C639c533813f4Aa9D7837CAf62653d097Ff85', 'balance': 28.000811269981497, 'price': 0.999905, 'value_usd': 27.99815119291085, 'ratio': 0.94083}, {'asset': 'DOLA', 'address': '0x8aE125E8653821E851F12A49F7765db9a9ce7384', 'balance': 1.763750619311402, 'price': 0.998358, 'value_usd': 1.7608545407944929, 'ratio': 0.05917}], 'address': '0x70FAE90eb66b779FC368350a051D83dc6C7fF068', 'last_updated': 1752521752}, 'positons': [{'chain': 'optimism', 'pool_address': '0xA56a25Dee5B3199A9198Bbd48715EE3D0ed98378', 'dex_type': 'velodrome', 'token0': '0x0b2C639c533813f4Aa9D7837CAf62653d097Ff85', 'token1': '0x8aE125E8653821E851F12A49F7765db9a9ce7384', 'token0_symbol': 'USDC', 'token1_symbol': 'DOLA', 'apr': 1.2907884736104978, 'pool_id': '0xA56a25Dee5B3199A9198Bbd48715EE3D0ed98378', 'is_stable': True, 'is_cl_pool': False, 'amount0': 1352538, 'amount1': 1691492194309012144, 'enter_timestamp': 1751406473, 'status': 'open', 'enter_tx_hash': '0xfc37df1a45d0276566ec626b7abde12d674b10bf07b0eb1ebd8fbc64b7e14c2e', 'current_liquidity': 1521956066056}]}","{'initial_value': 30.87536749850655, 'final_value': 29.759029237911097, 'f_i_ratio': -0.03615703569699069, 'first_investment_timestamp': 1751406473, 'time_ratio': 28.266743021875456}",-3.62,117,False,0x70FAE90eb66b779FC368350a051D83dc6C7fF068,furye-himkon89,ROI,,bafybeia2kyreljqwdzhg27g6wv6uwjnoa4qdn5j4kz6jjkmfst4mkyzo3e,3.041749174,risky,"[""balancer_pools_search"", ""uniswap_pools_search"", ""velodrome_pools_search""]"
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