Which statement about using emulators for unit testing is true?

Emulators can only be used for integration tests, not unit tests

Emulators require a valid Google Cloud billing account to start

Emulators provide identical behavior to production services in all cases

Emulators allow tests to run without incurring cloud usage charges

A developer is using Cloud Shell to run a series of `gcloud` commands to set up a new project. They notice that the commands are running slowly. What is a likely cause of the slow performance?

The Cloud SDK is not installed, so commands are being interpreted by the shell.

The developer has not authenticated, so each command is prompting for credentials.

The developer is using the wrong project, causing commands to fail and retry.

Cloud Shell is running on a shared, quota-limited VM that may be throttled under load.

What is a benefit of integrating AI coding assistants with MCP servers?

The assistant can access external data and tools to provide more relevant suggestions

It automatically deploys code to production

It eliminates the need for writing unit tests

A developer is troubleshooting a deployment failure in Cloud Run. They are using the Google Cloud console and want to understand the root cause. They have identified a suspicious error message in the logs. What is the most efficient way to get an explanation of the error and potential fixes?

Manually search the documentation for the error message.

Use Gemini Cloud Assist in the console to analyze the error and suggest solutions.

Use `gcloud run services describe` to get more details about the service.

Post the error message to a public forum and wait for a response.

What is the Model Context Protocol (MCP)?

A cloud service for training machine learning models

A protocol for connecting AI assistants to external tools and data sources

A framework for deploying containerized applications

A programming language for building AI models

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Domain 2Objective 1

2.1 Setting up Your Development Environment PROFESSIONAL-CLOUD-DEVELOPER Practice Questions (Page 7)

Part of the Building and testing applications domain, which accounts for ~23% of the PROFESSIONAL-CLOUD-DEVELOPER exam.

35questions here

7free pages

10concepts

~23%of the exam

Questions 31–35

31foundation · easy
Which statement about using emulators for unit testing is true?
Select an answer first
32application · medium
A developer is using Cloud Shell to run a series of `gcloud` commands to set up a new project. They notice that the commands are running slowly. What is a likely cause of the slow performance?
Select an answer first
33foundation · easy
What is a benefit of integrating AI coding assistants with MCP servers?
Select an answer first
34expert · medium
A developer is troubleshooting a deployment failure in Cloud Run. They are using the Google Cloud console and want to understand the root cause. They have identified a suspicious error message in the logs. What is the most efficient way to get an explanation of the error and potential fixes?
Select an answer first
35foundation · easy
What is the Model Context Protocol (MCP)?
Select an answer first

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