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You also want synthetic probes to cover your end-to-end needs. This will help catch the unknown-unknown problems.
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Each component should be actively monitored. Servers/Services going down are covered individually. Same goes for load balancers, etc.
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SonarLint
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cloudprober
[Moved to cloudprober/cloudprober] An active monitoring software to detect failures before your customers do.
If your service might at times fall to almost zero requests outside business hours, having a synthetic client is a must. You can use Blackbox exporter as mentioned by u/SuperQue or CloudProber, both work well for simple cases (one step site check or API call), for anything more complicated (multi step scenarios) you are better off scripting it.