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Salesforce Certified MuleSoft Integration Foundations Sample Questions (Q21-Q26):NEW QUESTION # 21
According to MuleSoft, which principle is common to both Service Oriented Architecture (SOA) and API-led connectivity approaches? 11
- A. Service reusability
- B. Service centralization
- C. Service statefulness
- D. Service interdependence
Answer: A
Explanation:
Comprehensive and Detailed Explanation:
The Shared Goal: Both SOA (an older architectural style) and API-led Connectivity (MuleSoft's modern approach) aim to solve the problem of "Spaghetti Code" by breaking monolithic applications into smaller pieces.
Reusability: The core promise of both is Reusability.
SOA: Aimed to create reusable web services (often SOAP).
API-led: Focuses on creating reusable Assets (System, Process, and Experience APIs) that can be discovered and self-served by other teams.
The Difference: While the goal (Reuse) is the same, SOA often failed due to heavy governance and lack of discoverability. API-led connectivity improves on this by emphasizing consumption and self-service via the Anypoint Exchange.
NEW QUESTION # 22
In which order are the API Client, API Implementation, and API Interface components called in a typical REST request?
- A. API Interface > API Client > API Implementation
- B. API Client > API Implementation > API Interface
- C. API Implementation > API Interface > API Client
- D. API Client > API Interface > API Implementation
Answer: D
Explanation:
Correction Note: The provided PDF Answer Key lists B as the answer. However, based on standard MuleSoft and REST architecture principles, A is the correct logical flow.
The Concept: In an API-led connectivity approach, the "Interface" represents the contract (such as the RAML specification, the HTTP Listener, and the APIkit Router). The "Implementation" represents the backend logic and flows that process the request.
The Flow:
API Client: The consumer (e.g., a mobile app, Postman, or another system) initiates the HTTP request.
API Interface: The request first hits the Interface. This layer defines the URL, validates the request against the API Specification (RAML/OAS), and routes it to the correct flow.
API Implementation: Once validated and routed, the request is processed by the implementation flows (business logic) to fetch data or perform actions.
Therefore, the data travels: Client -> Interface -> Implementation.
NEW QUESTION # 23
According to MuleSoft's IT delivery and operating model, which approach can an organization adopt in order to reduce the frequency of IT project delivery failures?
- A. Stop scope creep by centralizing requirements-gathering
- B. Prevent technology sprawl by reducing production of API assets
- C. Decouple central IT projects from the innovation that happens within each line of business
- D. Adopt an enterprise data model
Answer: C
Explanation:
The Problem (IT Delivery Gap): Traditional IT operating models often treat IT as a centralized factory, which becomes a bottleneck. The business demands change faster than Central IT can deliver, leading to project failures or delays.
The Solution (Decoupling): MuleSoft advocates for a new operating model (C4E) where Central IT produces reusable assets (System APIs) and then "gets out of the way." Innovation at the Edge: By decoupling core IT from the Line of Business (LOB), the LOB developers can self-serve those assets to build their own Process and Experience APIs. This allows innovation to happen in parallel across the organization, rather than waiting in a single queue, thus reducing failure rates associated with bottlenecks. 1111
NEW QUESTION # 24
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.
- A. Orchestration
- B. Streaming
- C. Aggregation
- D. Multicasting
Answer: A
Explanation:
Orchestration: This refers to the logic where a central controller (the Process API) manages the interactions between multiple systems to achieve a business goal.
The Scenario: The API is "coordinating stateful interactions" (e.g., Step 1: Validate Customer -> Step 2: Check Inventory -> Step 3: Debit Payment -> Step 4: Create Shipment). This strictly sequential or logic-driven coordination is the definition of Orchestration.
Why others are incorrect:
Aggregation: Specifically refers to just gathering data from multiple sources (Scatter-Gather) and combining the results, usually without complex state management or sequential logic.
Streaming: Refers to processing data in continuous chunks, not the logic of coordinating services.
NEW QUESTION # 25
An integration team follows MuleSoft's recommended approach to full lifecycle API development. 9
- A. Use the API specification to monitor the MuleSoft application
- B. Use the API specification to build the MuleSoft application
- C. Validate the API specification
- D. Design the API specification
Answer: B
Explanation:
(Note: The question implies "What is the next step after design/validation?" or "How is the spec used?". Based on the answer key A, the context is how the spec drives development).
Comprehensive and Detailed Explanation:

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API-Led Connectivity & Design-First: MuleSoft promotes a "Design-First" approach. You first write the RAML or OAS specification.
MuleSoft scaffolding: Once the specification is designed and published to Exchange, the developer imports it into Anypoint Studio. Studio then scaffolds (automatically generates) the Mule flows based on the API Specification.
The Workflow:
Design: Create the API contract (RAML/OAS).
Publish: Publish to Exchange.
Build (Answer A): Use the API specification to generate the flow structure (APIkit Router) and implement the logic.
This ensures the implementation strictly matches the design defined in the earlier phases.
NEW QUESTION # 26
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