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Google Cloud Certified Professional Cloud Developer · Google Cloud
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For me, The options is either C or D , i would omit A & B right away, the reason is A - good for latency analysis but it is not recommended for monitoring code behaviour. B - Its a resource monitoring tool not suitable for code monitoring C - Snapshots provide details on call stack and variables but it is not usefull in continous monitoring D - It gives temp logs for analysis but it doesnt give variables for inspection. since the questions asks about monitoring over time im choosing D , it they asked about specific PIT , i would choose option C
There is nothing about debugging in the question, so should be monitoring.
bruh !! it clearly says diagnose the problem, monitoirng will only monitor it will not diagnose the issue, it should be D