AIOps & Intelligent Alerting

AIOps Studio

Automate SRE metric classifications dynamically. Scaffold PromQL double-exponential alert rules, compile Python Isolation Forest outlier detectors, and route alarms.

🧠 AIOps Config

🛡️ Alarm Deduplication Safeguards

Apply deduplication labels and routing protocols to prevent alert storms and pager fatigue during incidents.

📘 SRE Option Help & Reference Manual

Detailed guide on why to configure each parameter, what happens if left unused, and operational runtime behaviors.

.yaml 

          
        


        

          

            
            
            
            
          


          
        


      


    


  


  
  

  

  
  

    
    

      

        🧠
        

          
SRE Code Explanation

          
prometheus_anomaly.yaml

        

      

      
    

    
    
    

      
      
      

        

          🎯 WHY & WHAT IT DOES
        

        

          
        

      


      
      

        

          🕒 WHEN TO USE IT
        

        

          
        

      


      
      

        

          🚀 WHERE & HOW TO DEPLOY
        

        

          

          

            Commands to run:
            
# command

          

        

      


      
      

        

          🛡️ SRE PRODUCTION BEST PRACTICES
        

        
    
          
        

      


      
      

        

          🧠 AI/MLOPS & GENAI INTEGRATION
        

        

          
        

      


      
      

        

          📊 ARCHITECTURE DATA FLOW