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GCP Professional Cloud Architect Practice Question

Your company is migrating loosely coupled microservices to Google Kubernetes Engine (GKE). Each service already passes unit tests and performance benchmarks run in Cloud Build. After several releases, run-time failures occur because of mismatched request and response formats once workloads reach the shared staging cluster. You must extend the CI/CD pipeline so these issues are caught earlier without markedly increasing build time. Which type of test should you add?

  • Add an automated end-to-end integration test stage that deploys all related microservices into a temporary GKE namespace and runs API contract scenarios across service boundaries.

  • Introduce stress tests that generate peak-load traffic against each microservice to validate autoscaling policies prior to staging deployment.

  • Expand the existing unit test suite with additional component-level functional tests that mock external dependencies for each microservice in isolation.

  • Insert a static application security testing (SAST) step in Cloud Build to scan source code and container images for known vulnerabilities before the build is promoted.

GCP Professional Cloud Architect
Analyzing and optimizing technical and business processes
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