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Hi Sivasundar! It seems like majority of your desired use cases can be solved using Smart Alerts.
Can you check this out and let me know if it is not what you're looking for?
As a short example, see the attached screenshots. I've selected to alert on a set of Pods based on their Ready state. I'm able to select an evaluation window for the metric, set a threshold, and include specific labels for my pod as part of the alert. I can also select the number of consecutive metric violations. Smart Alerts is currently in Public Preview.