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Salesforce Certified MuleSoft Associate Sample Questions (Q21-Q26):

NEW QUESTION # 21
Which Anypoint Platform component should a MuleSoft developer use to create an API specification prior to building the API implementation?

A. MUnit
B. API Designer
C. API Manager
D. Runtime Manager

Answer: B

Explanation:
Creating an API specification before building the API implementation is a critical step in API development. MuleSoft's API Designer is the tool designed for this purpose. Here's a detailed explanation:
API Designer:
Purpose: API Designer is a web-based tool within Anypoint Platform that allows developers to design, document, and test APIs.
Features:
Specification Languages: Supports RAML and OAS (OpenAPI Specification) for defining APIs.
Interactive Editing: Provides a graphical and text-based interface to design API specifications interactively.
Mocking Service: Allows developers to create mock services to simulate API behavior before the actual implementation.
Process:
Define API: Use API Designer to create a detailed API specification, including endpoints, methods, request/response schemas, and security schemes.
Documentation: Automatically generate API documentation that can be shared with stakeholders.
Testing: Test the API design using the built-in mocking service to ensure it meets requirements.
MuleSoft Documentation: API Designer
API Design Best Practices: Designing APIs

NEW QUESTION # 22
A system administrator needs to determine when permissions were last changed for an Anypoint Platform user.
Which Anypoint Platform component should the administrator use to obtain this information?

A. Mule Stack Traces
B. Anypoint Monitoring
C. Anypoint Studio
D. Audit Logging

Answer: D

Explanation:
Anypoint Platform provides various tools and components for managing and monitoring the platform and its activities. To determine when permissions were last changed for an Anypoint Platform user, Audit Logging is the appropriate component to use. Here's a detailed explanation:
Audit Logging:
Purpose: Audit logs capture detailed records of user activities and changes within the Anypoint Platform, including permission changes.
Access: Administrators can access audit logs through the Anypoint Platform's management console.
Information Captured:
User Actions: Logs include information about user logins, permission changes, API deployments, and other critical actions.
Timestamp: Each log entry is timestamped, providing the exact time and date when the permissions were changed.
Use Case:
Monitoring and Security: Audit logs are crucial for monitoring platform activities, ensuring compliance, and investigating security incidents.
MuleSoft Documentation: Anypoint Platform Audit Logging

NEW QUESTION # 23
According to MuleSoft which principle Is common to both Service Oriented Architecture (SOA) and API-Jed connectivity approaches*?

A. Service statefulness
B. Service reusability
C. Service interdependence
D. Service centralization

Answer: B

Explanation:
Both Service-Oriented Architecture (SOA) and API-led connectivity emphasize the principle of service reusability. Here's a detailed explanation:
Service Reusability:
Definition: Service reusability is the principle where services are designed to be reusable across different applications and use cases.
SOA: In SOA, services are modular components that can be reused in various business processes, reducing redundancy and promoting efficient service composition.
API-led Connectivity: This approach also stresses creating reusable APIs (System APIs, Process APIs, Experience APIs) that can be leveraged across multiple projects and applications.
Benefits:
Efficiency: Reduces development time and effort by reusing existing services.
Consistency: Ensures consistency in business logic and data access across different applications.
Scalability: Facilitates scaling by using standardized and reusable services/APIs.
MuleSoft Documentation: SOA vs. API-led Connectivity
Service Reusability: Principles of Service Reusability

NEW QUESTION # 24
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. Adding global policies to the API so all developers automatically secure the implementation before coding anything
B. Developing a specification so consumers can test before the implementation is built
C. Building MUnit tests so administrators can confirm code coverage percentage during deployment
D. Publishing the fully implemented API to Exchange so all developers can reuse the API

Answer: B

Explanation:
A design-first approach emphasizes creating the API specification before implementation, ensuring better alignment with consumer needs and reducing the risk of project failure. Here's a detailed explanation:
API Specification:
Definition: An API specification is a detailed, formal description of the API's endpoints, request/response formats, and protocols.
Consumer Testing: Allows API consumers (developers) to understand, test, and provide feedback on the API design before actual development begins.
Advantages:
Early Feedback: Consumers can test the API design using mock services or tools like API Designer and provide feedback, ensuring the API meets their requirements.
Reduced Rework: Identifies potential issues and design flaws early, reducing costly changes during the implementation phase.
Documentation: Provides comprehensive documentation that aids in the development and future maintenance of the API.
Design-First Approach: Design-First API Development
API Mocking: API Designer Mocking Service

NEW QUESTION # 25
According to MuleSoft which deployment characteristic applies to a microservices application architecture?

A. All services of an application can be deployed together as single Java WAR file
B. A deployment to enhance one capability requires a redeployment of all capabilities
C. Core business capabilities are encapsulated in a single deployable application
D. Services exist as independent deployment artifacts and can be scaled independently of other services

Answer: D

Explanation:
Microservices architecture is designed to enhance flexibility, scalability, and maintainability by decomposing applications into small, independent services. Here's a detailed explanation:
Independent Deployment:
Definition: Each microservice is developed, deployed, and managed independently. This allows teams to work on different services without interfering with each other.
Scalability: Services can be scaled independently based on demand, improving resource utilization and system resilience.
Benefits:
Flexibility: Enhances the ability to update or scale specific parts of an application without affecting the whole system.
Resilience: Isolates failures to individual services, preventing cascading failures across the entire application.
Technology Diversity: Allows the use of different technologies and languages best suited for each service.
Microservices Architecture: What are Microservices?
Benefits of Microservices: Microservices Characteristics

NEW QUESTION # 26
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