Objective 3.1
PCDEBalancing change, velocity, and reliability of the service
Objective 3.1 sits in Applying site reliability engineering practices, which carries 18% of the Cloud DevOps Engineer exam. The questions below are original, written from the official objective title above, and each explanation cites the Google Cloud page it rests on.
Objective title verbatim from the official objectives. Google Cloud exam page ↗
A worked example
Shown solved, with the whole explanation open: this is what every question here carries.
A team proposes moving a service from 99.99 to 99.999 percent availability. Which argument weighs against doing it?
Correct.
Concept
Reliability is only worth what the person at the far end can perceive. Once the weakest link in the path between a service and its user dominates, further hardening buys nothing anyone experiences.
Why A
The experience is dominated by components outside the service, such as the network and the handset. Someone whose phone is available 99 percent of the time cannot distinguish the two targets at all.
Source
Google SRE Book: Embracing Risk, checked August 2026users typically don’t notice the difference between high reliability and extreme reliability in a service, because the user experience is dominated by less reliable components like the cellular network or the device they are working with. Put simply, a user on a 99% reliable smartphone cannot tell the difference between 99.99% and 99.999% service reliability!
Now you: objective 3.1 questions
No account needed. The explanation opens when you answer.
Sample question 1 of 3
An engineer budgets each extra nine of reliability as costing the same as the previous one. Why is that wrong?
Sample question 2 of 3
A team is beating its 99.99 percent availability target by a wide margin every quarter. How does SRE practice read that?
Sample question 3 of 3
An engineer asks why Google measures availability as a request success rate rather than as uptime. What is the reason?
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Read the sources
These are the official pages the questions above cite. Reading them is studying the objective from the primary source, which is what the explanations point you toward anyway.