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Salesforce Salesforce-MuleSoft-Hyperautomation-Developer Exam Sample Questions 2025

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Salesforce Spring 25 Release
60 Questions
4.9/5.0

Northern Trail Outfitters is developing an API that connects to a vendor's database. Which two strategies should their Ops team use to monitor the overall health of the API and database using API Functional Monitoring? (Choose two.)

A. Monitor the CloudHub worker logs for JDBC database connection exceptions.

B. Make a call to a health-heck endpoint, and then verity that the endpoint is still running.

C. Monitor the Mule worker logs for "ERROR" statements and verity that the results match expected errors.

D. Make a GET call to an existing API endpoint, and then verify that the results match expected data.

B.   Make a call to a health-heck endpoint, and then verity that the endpoint is still running.
D.   Make a GET call to an existing API endpoint, and then verify that the results match expected data.

Explanation:

API Functional Monitoring proactively validates that an API is operational and returning correct data by simulating real user transactions. It focuses on testing the API's behavior from an external perspective, not internal log analysis.

Correct Option:

βœ… B) Make a call to a health-check endpoint, and verify that the endpoint is still running.
A dedicated health-check endpoint is a best practice for monitoring API liveness. Functional monitoring can ping this endpoint to confirm the application is running and responsive, providing a basic but critical health indicator.

βœ… D) Make a GET call to an existing API endpoint, and then verify that the results match expected data.
This validates the API's functional correctness. By calling a real endpoint and asserting the response structure, status code, and key data values, it ensures the API is not just "up" but also behaving as expected for consumers.

Incorrect Option:

❌ A) Monitor the CloudHub worker logs for JDBC database connection exceptions.
This is a reactive, internal log analysis strategy, not functional monitoring. While crucial for ops debugging, functional monitoring is an external, black-box test that simulates API calls without knowledge of the underlying infrastructure or logs.

❌ C) Monitor the Mule worker logs for "ERROR" statements and verify that the results match expected errors.
Log monitoring is part of operational monitoring (e.g., with Splunk) but is not Functional Monitoring. Functional monitoring tests the API's output, not its log files. Expecting specific errors is also an anti-pattern for a health check.

Reference:
API Functional Monitoring Overview

What is the difference between Run and Debug modes in Flow Builder?

A. Debug mode displays details for debugging the flow.

B. Debug mode uses Al to fix any bugs in the flow.

C. Run mode uses the latest version of the flow.

D. Run mode is only available for active flows.

A.   Debug mode displays details for debugging the flow.

Explanation:

Summary:πŸ’‘
Both Run and Debug modes are used for testing a flow directly in Flow Builder. The key distinction lies in the output provided. Run mode executes the flow exactly as an end-user would experience it, without exposing internal logic or variables. Debug mode performs the same execution but simultaneously generates a detailed log of the flow's "behind-the-scenes" decisions. This detailed log is indispensable for troubleshooting errors, validating logic, and confirming how data is manipulated.

Correct Option: βœ… Debug mode displays details for debugging the flow. 🐞
Debug mode is the flow administrator's most critical testing tool. It executes the flow logic and then displays a comprehensive log of the entire execution path.
Visibility: πŸ”Ž The log shows which decision path was taken, the exact values of variables, inputs, and outputs after each step, and details about DML operations (e.g., record updates).
Purpose: This visibility allows the developer to easily identify incorrect logic, unexpected null values, or failures in API calls, ensuring a stable flow before it is deployed to users.

Incorrect Option: ❌

B. Debug mode uses AI to fix any bugs in the flow:
This is an incorrect statement. Debug mode is a diagnostic tool that identifies where errors occur and displays the logic path, but it does not use Artificial Intelligence to automatically correct any logical or configuration errors in the flow. The admin must perform the fix manually.

C. Run mode uses the latest version of the flow:
This is not a valid distinction. Both Run mode and Debug mode will execute the latest saved version of the flow currently open in the Builder, regardless of whether that version has been activated yet.

D. Run mode is only available for active flows:
This is incorrect. You can use Run mode to test any saved flow version, even if it is an inactive draft. Testing a flow for the first time should always happen on an inactive draft to prevent execution errors in a live environment.

Reference: πŸ”—
Salesforce Help: Test a Flow in Flow Builder

Northern Trail Outfitters (NTO) uses Flow Orchestration to automate quote development. The "Review Quote" work item is performed by their team of technical writers but can be fulfilled by any technical writer on the team.
How can NTO ensure the "Review Quote" work item is assigned to the correct Salesforce user?

A. Use backend steps to automate work item assignment to the next available technical writer.

B. Create a Group for the team of Salesforce Users and assign the work item to the group.

C. Use MuleSoft RPAto review the document and submit it for approval if no issues are found.

D. Create a user collection variable and assign the work item to the user collection.

B.   Create a Group for the team of Salesforce Users and assign the work item to the group.

Explanation:

Flow Orchestration allows you to automate complex business processes that involve people. Work items represent tasks for specific users or groups. The requirement is for a pooled assignment model where any member of a defined team can pick up the task.

Correct Option:

βœ… B) Create a Group for the team of Salesforce Users and assign the work item to the group.
This is the standard and correct method for pooled work item assignment. By creating a Public Group or Queue containing the technical writers and assigning the work item to that group, any member can claim and fulfill the task, ensuring it goes to the correct team.

Incorrect Option:

❌ A) Use backend steps to automate work item assignment to the next available technical writer.
While technically possible with complex Apex code, this is an overly custom and high-code solution. Flow Orchestration provides a native, declarative way to assign work to a group, making a custom backend process unnecessary.

❌ C) Use MuleSoft RPA to review the document and submit it for approval if no issues are found.
This solution is misapplied. The requirement is for human review ("performed by their team of technical writers"), not for an automated bot (RPA) to perform the review. RPA would circumvent the required human-in-the-loop step.

❌ D) Create a user collection variable and assign the work item to the user collection.
A user collection variable is not a supported assignment target for a work item in Flow Orchestration. Work items must be assigned to a single user ID or a group ID. A collection variable would cause an error.

AnyAirlines wants to share the Flight Path API through their public Anypoint Exchange Portal. What should be configured before the API can be shared?

A. The visibility level of API instances should be set to public.

B. The users that need access to the API should be added to the appropriate role in Anvpoint Platform.

C. The API should be secured using one of the supported authentication/authorization mechanisms.

D. The API should be functional and accessible for users to interact with.

A.   The visibility level of API instances should be set to public.

Explanation:

AnyAirlines aims to share its Flight Path API via the public Anypoint Exchange Portal, enabling external access for developers or partners. To make the API discoverable and accessible publicly, specific configurations in Anypoint Exchange are required. The setup must ensure the API is visible to external users while maintaining functionality and security, aligning with best practices for sharing APIs through a public portal.

Correct Option: 🟒 A. The visibility level of API instances should be set to public.
Setting the API instance visibility to public in Anypoint Exchange allows external users to discover and access the Flight Path API via the public portal. This configuration is essential for sharing APIs publicly, ensuring they are visible to developers and partners outside the organization while maintaining controlled access through policies.

Incorrect Option: πŸ”΄ B. The users that need access to the API should be added to the appropriate role in Anypoint Platform.
Adding users to roles in Anypoint Platform controls internal access within the organization, not public sharing. This is irrelevant for making the API available on the public Anypoint Exchange Portal, as it doesn’t affect external visibility or accessibility for developers or partners.

Incorrect Option: πŸ”΄ C. The API should be secured using one of the supported authentication/authorization mechanisms.
While securing the API with authentication/authorization (e.g., OAuth) is a best practice, it’s not a prerequisite for sharing on the public Anypoint Exchange Portal. Security policies are applied after setting visibility to control access, not for enabling public discoverability.

Incorrect Option: πŸ”΄ D. The API should be functional and accessible for users to interact with.
While a functional API is necessary for practical use, it’s not a specific configuration required for sharing on the public Anypoint Exchange Portal. Functionality ensures usability but doesn’t address the visibility settings needed to make the API discoverable to external users.

Reference:
MuleSoft Documentation: Anypoint Exchange - Publishing Assets
MuleSoft Documentation: Managing API Instances

An AnyAirlines employee determines that an RPA process is a strong candidate for automation. When approving the process, the employee needs to specify a group of potential users to manage the RPA process throughout its lifecycle.
According to best practices, which group should the employee choose?

A. Scrum team

B. Center for Enablement

C. Center of Excellence

D. Multiple project managers

C.   Center of Excellence

Explanation:

This question addresses governance in RPA and hyperautomation. Effective lifecycle management of automation processes requires a structured group with defined roles, standards, and oversight. The Center of Excellence (CoE) is a best-practice team designed to govern, standardize, and continuously improve automation practices across an organization.

🟒 Correct Option: C. Center of Excellence
A CoE provides governance, best practices, and continuous monitoring for automation processes. It defines standards, manages compliance, and ensures consistency across RPA initiatives. This team typically includes both business and technical stakeholders for holistic management of automation lifecycles.

πŸ”΄ Incorrect Options:

A. Scrum team
Scrum teams focus on agile software development and delivery, not ongoing governance of RPA processes. Their role is temporary and project-based rather than lifecycle management.

B. Center for Enablement
The Center for Enablement (C4E) supports API-led connectivity and developer enablement but isn’t primarily responsible for RPA governance. It focuses on reusability and empowerment, not end-to-end automation management.

D. Multiple project managers
Project managers handle schedules, resources, and delivery for individual projects but lack the structured framework or authority for continuous automation governance across multiple processes.

πŸ“˜ Reference:
MuleSoft Blog: Building a Center of Excellence for Automation Success
Salesforce Hyperautomation Overview

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