Performance & Stability
        
        How Does Smart Trading’s Logic Adapt to a Trending Market?
        
         
        
        
          
        
        
      
        
     
        
        Smart trading logic adapts to trends by dynamically recalibrating its parameters for signal detection, position sizing, and risk management.
        
        What Are the Primary Architectural Differences between Mean-Reversion and Trend-Following Strategies?
        
         
        
        
          
        
        
      
        
     
        
        Mean-reversion exploits price oscillations around a central value, while trend-following capitalizes on sustained directional momentum.
        
        How Do Mean-Reversion and Trend-Following Strategies Differ in Weekend Crypto Trading?
        
         
        
        
          
        
        
      
        
     
        
        Mean-reversion exploits temporary weekend price deviations, while trend-following captures sustained, liquidity-driven directional moves.
        
        How Does the Choice of an Optimization Metric Impact the Final Selected Parameters of a Trading Strategy?
        
         
        
        
          
        
        
      
        
     
        
        The optimization metric is the architectural directive that dictates a strategy's final parameters and its ultimate behavioral profile.

 
  
  
  
  
 