You are developing an application that uses microservices architecture that includes Cloud Run, Bigtable, and Pub/Sub. You want to conduct the testing and debugging process as quickly as possible to…

Question

Options

• AUse Cloud Shell Editor and Cloud Shell to deploy the application, and test the functionality by
• BUse emulators to test the functionality of cloud resources locally, and deploy the code to your
• CUse Cloud Build to create a pipeline, and add the unit testing stage and the manual approval
• DUse Cloud Code to develop, deploy, and test microservices resources. Use Cloud Logging to

• A
  13% (4)
• B
  6% (2)
• C
  3% (1)
• D
  77% (24)

Explanation

Cloud Code is a GCP IDE plugin (available for VS Code and JetBrains) that provides integrated support for developing, deploying, and debugging Cloud Run services, Pub/Sub, Bigtable, and other GCP resources directly from the IDE. It includes local emulators for Pub/Sub and Bigtable, one-click deployment to Cloud Run, and tight integration with Cloud Logging and Cloud Debugger - making the full develop-test-debug cycle as fast as possible. Option B (emulators only) is useful but limited: Cloud Run has no official emulator, and Bigtable's emulator is feature-incomplete; you still need separate tooling for deployment. Option A (Cloud Shell) requires uploading code and managing deployments manually, which is slower. Option C (Cloud Build pipeline with manual approvals) adds CI/CD overhead that is counterproductive for rapid MVP iteration.

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