PIPELINE EXECUTION LAYER
            
            
            FALLBACK & RECOVERY LAYER
        

        
        
            
            
            
                
            
            
            
                
            
            
            
                
            
            
            
                
            
            
            
                
            

            
            
            
                
                
                IO Error
            
            
            
                
                
                Resume Temp
            
            
            
                
                
                Alert Admin
            
        

        
        
            
            
                
                SOURCE DISCOVERY
            

            
            
                
                DOMAIN FILTERING
            

            
            
                
                LLM REVIEWER PERSONA
            

            
            
                
                PAPER-BY-PAPER WRITE
            

            
            
                
                PUBLISHING LAYER
            

            
            
                
                NOTIFICATION LAYER
            

            
            
                
                FAILURE RECOVERY
            
        

        
        
            
            ✓ SAVED