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Building and implementing CI/CD pipelines, including continuous testing, for application, infrastructure, and machine learning workloads Questions

Practice questions for Building and implementing CI/CD pipelines, including continuous testing, for application, infrastructure, and machine learning workloads topic in Google Professional Cloud DevOps Engineer. 51 questions covering this domain.

51 questions12 easy28 medium11 hard
Q1
medium

A platform team needs to block deployments of container images unless they satisfy an approved attestation policy. Which control should be enforced?

Q2
medium

A build pipeline must reach private resources that aren't exposed to the public internet. Which Cloud Build feature is designed for this scenario?

Q3
hard

When selecting initial canary metrics for a frontend service, which pair most directly reflects user-impacting problems according to the SRE Workbook?

Q4
medium

A release should stop before production until an authorized approver confirms it. Which Cloud Deploy capability should you use?

Q5
hard

A canary shifts 5% of traffic to a new release that returns errors for 20% of its requests. Why is a service-wide error graph alone a poor evaluation ...

Q6
easy

What is the main purpose of a remote repository in Artifact Registry?

Q7
medium

Your security team wants container images scanned automatically as soon as they are pushed into Artifact Registry. Which service provides that capabil...

Q8
easy

Which file does Cloud Deploy require in order to render and deploy releases?

Q9
medium

A deployment to production introduces a severe issue. According to Cloud Deploy behavior, what does a rollback use?

Q10
hard

Which release-engineering principle from the SRE Workbook most directly ensures that the same build inputs can produce the same artifact later?

Q11
medium

A development team wants one Artifact Registry endpoint that can present packages from both private repositories and cached upstream sources. Which re...

Q12
easy

Where does Cloud Build execute each build step?

Q13
hard

A GitHub Actions pipeline must deploy to Google Cloud without long-lived keys, and the organization wants a broadly compatible pattern for calling Goo...

Q14
hard

A continuous testing framework must fail a Cloud Build pipeline if any newly added code path is not covered by unit tests, but should not fail due to ...

Q15
medium

A platform team wants to enforce that only images with a specific vulnerability-scan attestation may be deployed to a GKE production cluster. Which Cl...

Q16
easy

Which Cloud Build configuration key lists the ordered steps in a build, where each step specifies a container image and a command to run?

Q17
easy

Which artifact type does Artifact Registry NOT natively support?

Q18
medium

After a failed canary rollout, a team needs to quickly restore production to the last known-good state. Which Cloud Deploy action should be used?

Q19
medium

A data science team builds an ML training pipeline using Vertex AI Pipelines. They want container images for each pipeline component to be built, scan...

Q20
medium

A mobile app backend team deploys to Cloud Run via Cloud Deploy. After a recent release, latency increased by 40% for only the new revision. The team ...

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