Salesforce MuleSoft-Integration-Associate Actual Free Exam Questions & Community Discussion

Exam Code/Number: MuleSoft-Integration-Associate
Exam Name/Title: Salesforce Certified MuleSoft Integration Associate Exam
Certification Provider: Salesforce
Corresponding Certification: Salesforce MuleSoft

Exam Questions: 42
Updated On: Jul 10, 2026

Question #1

Which key DevOps practice and associated Anypoint Platform component should a MuleSoft integration team adopt to improve delivery quality?

A. Passive monitoring with Anypoint Monitoring

B. Automated testing with MUnit

C. Manual testing with Anypoint Studio

D. Continuous design with API Designer

Discussion 0

Correct Answer: B Vote an answer

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Question #2

CloudHub is an example of which cloud computing service model?

A. Infrastructure as a Service (laaS)

B. Software as a Service (SaaS)

C. Monitoring as a Service (MaaS)

D. Platform as a Service (PaaS)

Discussion 0

Correct Answer: D Vote an answer

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Question #3

During a planning session with the executive leadership, the development team director presents plans for a new API to expose the data in the company's order database. An earlier effort to build an API on top of this data failed, so the director is recommending a design-first approach.
Which characteristics of a design-first approach will help make this API successful?

A. Building MUnit tests so administrators can confirm code coverage percentage during deployment

B. Developing a specification so consumers can test before the implementation is built

C. Publishing the fully implemented API to Exchange so all developers can reuse the API

D. Adding global policies to the API so all developers automatically secure the implementation before coding anything

Discussion 0

Correct Answer: B Vote an answer

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Question #4

What is an advantage of using OAuth 2 0 client credentials and access tokens over only API keys for API authentication?

A. If the access token is compromised, the client credentials do not have to be reissued

B. If the client ID is compromised it can be exchanged for an API key

C. If the client secret is compromised, the client credentials do not have to be reissued

D. If the access token is compromised it can be exchanged for an API key

Discussion 0

Correct Answer: A Vote an answer

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Question #5

A Kubernetes controller automatically adds another pod replica to the resource pool in response to increased application load Which scalability option is the controller implementing?

A. Diagonal

B. Vertical

C. Horizontal

D. Down

Discussion 0

Correct Answer: C Vote an answer

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