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[General] Seeing Verified Salesforce-MuleSoft-Associate Answers - No Worry About Salesforc

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【General】 Seeing Verified Salesforce-MuleSoft-Associate Answers - No Worry About Salesforc

Posted at 2/4/2026 02:37:05      View：56 | Replies：1        Print      Only Author   [Copy Link] 1#
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Salesforce Salesforce-MuleSoft-Associate Exam Syllabus Topics:
TopicDetails
Topic 1
  • Explain the common technical complexities and patterns in integration development: This section tests the expertise of a Platform Specialist and explores various technical patterns and complexities found in integration development. It includes a comparative review of interaction patterns such as batch, stream, and multicast, as well as integration composition styles like orchestration and choreography. The section emphasizes the use of design-first API development, observability practices, and log management. It also introduces architecture concepts such as microservices versus monolithic deployment, hybrid and cloud infrastructure, and the roles of API gateways and service meshes.
Topic 2
  • Identify the roles, responsibilities, and lifecycle of an integration project: This section of the exam measures the skills of an Integration Architect and covers the foundational responsibilities within a MuleSoft integration project. It explores why integration initiatives often fail, introducing the IT delivery gap and MuleSoft’s framework to bridge it. The content emphasizes the importance of an API-led delivery model that supports both producers and consumers. It also outlines common delivery methodologies, best practices from DevOps, and lifecycle stages—design, implementation, and management—within MuleSoft’s product-centric approach. Furthermore, it defines the roles and duties of team members typically involved in such projects.
Topic 3
  • Recognize and interpret essential integration concepts and terminology: This section evaluates the competency of a Platform Specialist and covers fundamental terms and technical knowledge essential for integration. It includes differentiating cloud service models such as IaaS, PaaS, and SaaS, and the supporting infrastructure such as computing, storage, and scalability principles. The domain further explores network protocols, data formats like XML and JSON, and security concepts in API and enterprise systems. A detailed understanding of HTTP mechanics, RESTful services, and classifications of API types such as GraphQL and AsyncAPI is expected. It also introduces precise terminology necessary for defining API roles and interactions.
Topic 4
  • Describe the components and benefits of Anypoint Platform for system integration: This section targets the knowledge base of a Platform Specialist and examines how MuleSoft’s Anypoint Platform supports enterprise integration. It requires identifying core platform components and understanding their functionality in system connectivity. Candidates must recognize various Anypoint Connectors, both protocol and application-based, and describe the advantages of the runtime and control planes in different hosting environments. It also focuses on the development tools and languages used by integration and DevOps professionals and highlights reusable components within Anypoint Exchange that accelerate integration delivery.
Topic 5
  • Recognize common integration problems, use cases, and technical solutions: This section of the exam measures the skills of an Integration Architect and focuses on recognizing integration scenarios and choosing appropriate technologies. It distinguishes between enterprise system types and compares traditional versus modern integration approaches. Candidates are expected to deconstruct complex business problems into core use cases and identify suitable technologies to support them. A solid understanding of technology classes and their application in business scenarios is tested, along with knowledge of how to break down an integration solution into its system components.

Salesforce Certified MuleSoft Associate Sample Questions (Q14-Q19):NEW QUESTION # 14
Which role is primarily responsible for building API implementations as part of a typical MuleSoft integration project?
  • A. API Designer
  • B. API Developer
  • C. Integration Architect
  • D. Operations
Answer: B
Explanation:
In a typical MuleSoft integration project, the role of building API implementations is primarily assigned to an API Developer. Here's a detailed explanation:
API Developer:
Responsibilities: Focuses on implementing the technical aspects of APIs, including coding, testing, and deploying API endpoints.
Skills: Requires proficiency in MuleSoft Anypoint Platform, MuleSoft connectors, and API development best practices.
Typical Tasks:
API Implementation: Writing code to implement API logic and data processing.
Integration: Connecting APIs to backend systems, databases, and external services.
Testing: Developing and executing unit and integration tests to ensure API functionality and reliability.
MuleSoft Role Descriptions: API Developer
API Development Lifecycle: Building APIs

NEW QUESTION # 15
A developer needs to discover which API specifications have been created within the organization before starting a new project Which Anypoint Platform component can the developer use to find and try out the currently released API specifications?
  • A. Object Store
  • B. Anypoint Exchange
  • C. Runtime Manager
  • D. API Manager
Answer: B
Explanation:
When a developer needs to discover which API specifications have been created within the organization before starting a new project, Anypoint Exchange is the component to use. Here's a detailed explanation:
Anypoint Exchange:
Purpose: Provides a centralized repository where developers can find and access API specifications, connectors, templates, and other reusable assets.
API Specifications: Developers can search for API specifications defined using RAML or OAS, review their details, and try them out using provided mock services.
Capabilities:
Search and Discovery: Easily search for and discover existing API specifications within the organization.
Try Out APIs: Provides tools to interact with and test APIs directly from the Exchange, allowing developers to understand the API's functionality and behavior.
Documentation: Access detailed documentation and examples for each API specification.
MuleSoft Documentation: Anypoint Exchange
API Specifications: Finding and Using APIs in Exchange

NEW QUESTION # 16
What is an advantage of using OAuth 2 0 client credentials and access tokens over only API keys for API authentication?
  • A. If the client ID is compromised it can be exchanged for an API key
  • B. If the access token is compromised, the client credentials do not have to be reissued
  • C. If the access token is compromised it can be exchanged for an API key
  • D. If the client secret is compromised, the client credentials do not have to be reissued
Answer: B
Explanation:
OAuth 2.0 provides a more secure and flexible way of handling API authentication compared to API keys. Here's a detailed explanation of the advantage mentioned:
OAuth 2.0 Client Credentials Grant:
How It Works: In this flow, a client application uses its client ID and client secret to obtain an access token from the authorization server.
Access Tokens: These tokens are short-lived and used to authenticate API requests.
Security Advantages:
Token Compromise: If an access token is compromised, it only grants limited access because it has a short lifespan and can be easily revoked.
Client Credentials: The client credentials (client ID and secret) are not exposed during API calls, reducing the risk of them being compromised.
Token Refresh: New tokens can be obtained without exposing the client credentials again.
Comparison with API Keys:
API Keys: If an API key is compromised, it often provides long-term access without expiration. Revoking the API key impacts all users or applications using it.
OAuth Tokens: Compromised tokens can be individually revoked without needing to change the client credentials, minimizing disruption.
OAuth 2.0 Framework: OAuth 2.0
MuleSoft Security Best Practices: API Security

NEW QUESTION # 17
An IT integration team followed an API-led connectivity approach to implement an order-fulfillment business process It created an order processing API that coordinates stateful interactions with a variety of microservices that validate, create and fulfill new product orders.
Which interaction composition pattern did the integration architect who designed this order processing API use?
  • A. Aggregation
  • B. Orchestration
  • C. Multicasting
  • D. Streaming
Answer: B
Explanation:
In an API-led connectivity approach, different APIs are layered to provide modular and reusable services. For an order processing API that coordinates stateful interactions with various microservices, the integration architect used the orchestration interaction composition pattern. Here's a step-by-step explanation:
Understanding Orchestration:
Definition: Orchestration involves coordinating multiple services to achieve a complex business workflow. Unlike choreography, which relies on each service knowing its part, orchestration uses a central controller to manage the interactions.
Role of the Orchestrator: The orchestrator manages the execution sequence, handles the state, and ensures all the necessary steps are completed successfully.
Order Processing API:
API-Led Connectivity: An order processing API, following API-led connectivity, sits in the Process layer, handling complex business processes and logic.
Stateful Interactions: Orchestration is particularly suitable for stateful interactions where the process needs to remember the state between steps, such as validating an order, creating it, and fulfilling it.
Implementation Steps:
Microservices Interaction: The order processing API interacts with various microservices:
Validation Microservice: Checks the validity of the order details.
Creation Microservice: Creates the order in the system.
Fulfillment Microservice: Manages the order fulfillment process.
Coordination: The API orchestrates these steps, ensuring each one completes successfully before moving to the next, handling exceptions, and maintaining the state of the process.
MuleSoft Documentation: Orchestration Pattern
API-led Connectivity: MuleSoft API-led Connectivity

NEW QUESTION # 18
Which Exchange asset type represents a complete API specification in RAML or OAS format?
  • A. Connectors
  • B. SOAP APIs
  • C. REST APIs
  • D. API Spec Fragments
Answer: C
Explanation:
In Anypoint Exchange, a REST API asset represents a complete API specification in RAML (RESTful API Modeling Language) or OAS (OpenAPI Specification) format. Here's a detailed explanation:
REST APIs:
Definition: REST APIs are application programming interfaces that adhere to the principles of REST, allowing interaction with RESTful web services.
Specifications: Typically defined using RAML or OAS to describe the API's endpoints, methods, request/response structures, and security protocols.
Asset Types in Anypoint Exchange:
REST APIs: Represent the full API specification, including all necessary details for developers to understand and use the API.
SOAP APIs: Define APIs following the SOAP protocol, often using WSDL.
Connectors: Provide pre-built connectivity to various systems and services.
API Spec Fragments: Reusable pieces of an API specification, such as data types or security schemes, that can be included in full API specifications.
Usage:
Discoverability: Developers can easily discover, review, and reuse these API specifications in their projects.
Documentation: Provides comprehensive documentation generated from the API specification, ensuring consistency and clarity.
MuleSoft Documentation: REST APIs in Exchange
RAML and OAS: RAML, OpenAPI

NEW QUESTION # 19
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