DevOps Interview DropAdvanced TierScenario+50 XP on read

How do you know whether an issue is infrastructure or application?

#Troubleshooting#Debugging#Observability#SRE

Core Summary

The fastest way to split the two is to look at the signal: if error rate is spiking but latency is fine and volume is normal, it is almost certainly application (a bug, a missing resource, a permission). If latency is up, error rate is flat or proportional to latency, and one resource is saturated, it is infrastructure. The shape of the metrics tells the story.

Hints

Hint 1: Look at the time-series shape, not one number

Hint 2: Application issues usually affect error rate; infrastructure affects latency and resources

Hint 3: One bad pod is infrastructure; a config bug is application

Reported in interviews at Amazon, Google, Uber