Salesforce-MuleSoft-Developer Practice Test

Salesforce Spring 25 Release -
Updated On 1-Jan-2026

234 Questions

What does C4E stands for in MuleSoft recommended IT operating model?

A. Centre for Empowerment

B. Centre for Engagement

C. Centre for Enablement

D. Centre for Excellence

C.   Centre for Enablement

Explanation:

C4E Definition: In MuleSoft's recommended IT operating model, C4E stands for Centre for Enablement. It is a critical organizational construct designed to drive API-led connectivity and digital transformation at scale.

Role and Purpose: The C4E is a cross-functional team (not a physical center) that provides the tools, best practices, standards, governance, and support needed to enable project teams (like Business Units, IT Domains, or "Pods") to build, deploy, and manage their own APIs and integrations independently and consistently. Its goal is to foster reuse, accelerate delivery, and ensure quality and governance without becoming a bottleneck.

Key Responsibilities: Typical C4E responsibilities include:
- Defining and maintaining API design guidelines and development standards.
- Providing shared assets and reusable components (like templates, connectors, and pre-built patterns).
- Managing the API and integration platform (Anypoint Platform).
- Offering training, coaching, and support to product teams.
- Establishing governance and lifecycle management processes.

Why the Other Options Are Incorrect:

A. Centre for Empowerment & D. Centre for Excellence: These are common terms in other business or IT frameworks (e.g., "Center of Excellence"). While a C4E does aim to empower teams and promote excellence, the precise and official MuleSoft terminology is "Enablement." The distinction is crucial: "Enablement" emphasizes providing the capability for teams to be self-sufficient, rather than just setting a high bar ("Excellence") or granting authority ("Empowerment").

B. Centre for Engagement: This is not a standard term in the MuleSoft operating model. While engagement is a part of the C4E's function, it is not its defining title.

Reference:
This is a core concept from MuleSoft's API-led Connectivity guide and Anypoint Platform documentation. The C4E model is central to MuleSoft's recommendations for successfully implementing and scaling an API-led architecture within an enterprise. It is a frequently tested topic on the MuleSoft Developer I exam.

Refer to the exhibits.



What is valid text to set the field in the Database connector configuration to the username value specified in the config.yaml file?

A. ${db.username>

B. #[db.username]

C. #[db:username]

D. ${db:username>

A.   ${db.username>

Explanation:

In Mule 4, values defined in external configuration files such as config.yaml are accessed in connector configuration fields (like the Database connector username) using property placeholders, not expressions.

The correct syntax for referencing a property is:
${propertyName}

So, if config.yaml contains:
db:
username: myuser

Then the Database connector Username field must be set using a property placeholder:
${db.username}

Among the given options, Option A is the only one that represents the correct type of syntax (property placeholder), even though the closing brace appears visually distorted in the image.

❌ Why the Other Options Are Incorrect

B. #[db.username]
❌ This is a DataWeave expression.
Connector configuration fields (like username/password) do not evaluate DataWeave.
Expressions are used in message processors, not global config fields.

C. #[db:username]
❌ Incorrect expression syntax.
Also uses an expression instead of a property placeholder.

D. ${db:username}
❌ Uses : instead of ..
Mule property resolution uses dot notation, not colon notation.

References:
Configuring Properties in Mule 4
“Use ${propertyName} syntax to reference properties in configuration fields.”

YAML Property Files

Refer to the exhibits.



Each route in the Scatter-Gather sets the payload to the number shown in the label. What response is returned to a web client request to the HTTP Listener?

A. Option A

B. Option B

C. Option C

D. Option D

C.   Option C

Explanation:

In Mule 4, the Scatter-Gather component executes each route in parallel and aggregates the results into an array, preserving the order of the routes as defined in the configuration.

Let’s break down what happens step by step:

HTTP Listener receives a GET request.

Scatter-Gather has two routes:

Route 1 calls setPayload100 → sets payload to "100"
Route 2 calls setPayload200 → sets payload to "200"

Each route only sets the payload (no attributes manipulation).

After Scatter-Gather completes, the resulting payload is an array containing the payloads returned by each route, in order:
["100", "200"]

The Transform Message component does:
%dw 2.0
output application/json
---
payload

This simply outputs the payload as-is.

Therefore, the HTTP response sent back to the client is:
["100", "200"]

❌ Why the Other Options Are Incorrect

A. Option A
❌ This would be the structure inside Scatter-Gather internals, but the payload after Scatter-Gather is flattened to just the payload values, not full Mule event objects.

B. Option B
❌ Scatter-Gather does not return a map keyed by indexes.
It always returns an array, not an object.

D. Option D
❌ Again, this assumes event-level objects and a map structure, neither of which is returned by Scatter-Gather in Mule 4.

📚 References 
Scatter-Gather Component (Mule 4)
“The Scatter-Gather component collects the responses from each route and returns them as a list.”

Mule Event and Payload Behavior

Refer to the exhibits. The main flow contains an HTTP Request in the middle of the flow. The HTTP Listeners and HTTP Request use default configurations.
A web client submits a request to the main flow's HTTP Listener that includes query parameters for the pedigree of the piano.
What values are accessible to the Logger component at the end of the main flow?

A. payload

B. payload pedigree query params

C. payload producer var

D. payload pedigree query params producer var

D.   payload pedigree query params producer var

Explanation:

Step-by-Step Explanation
1️⃣ What enters the main flow
A web client calls the main flow’s HTTP Listener and includes query parameters (for example, pedigree information). In Mule 4:
Query parameters are stored in attributes.queryParams
They remain available for the entire lifetime of the Mule event unless explicitly changed

2️⃣ Payload and variable setup
In the main flow:
The payload is set to "Piano Pedigree"
A flow variable named producer is set
At this point, the Mule event contains:
Payload = "Piano Pedigree"
Attributes = HTTP attributes (including query params)
Variables = producer

3️⃣ What the HTTP Request does
The HTTP Request sends a request to the /child endpoint using default configuration.
Key Mule 4 behavior:
HTTP Request creates a new Mule event for the child flow
Variables are NOT propagated to the called HTTP Listener
Attributes in the main flow are preserved
The payload of the main flow is replaced with the HTTP response from the child flow
So after the HTTP Request completes:
Payload → response returned from /child
Query parameters → still available in attributes.queryParams
Variable producer → still available in vars.producer

4️⃣ What the Logger can access
At the end of the main flow, the Logger has access to:
Payload (returned from the HTTP Request)
Query parameters (from the original request)
Flow variable producer

Why the Other Options Are Incorrect
A. payload
Incomplete — variables and query params are still available.

B. payload pedigree query params
Incomplete — ignores the flow variable.

C. payload producer var
Incomplete — ignores the query parameters.

Final Conclusion
Since payload, query parameters, and flow variables are all accessible after the HTTP Request completes, the correct answer is:
👉 D. payload pedigree query params producer var

According to MuleSoft. what is the first step to create a Modern API?

A. Gather a list of requirements to secure the API

B. Create an API specification and get feedback from stakeholders

C. Performance tune and optimize the backend systems and network

D. Create a prototype of the API implementation

B.   Create an API specification and get feedback from stakeholders

Explanation:

According to MuleSoft’s best practices for API-led connectivity and modern API development:

The first step in creating a modern API is to design the API by creating an API specification (e.g. RAML, OAS/Swagger).
This specification is shared with stakeholders (developers, architects, business users) to gather feedback early and ensure the API meets:

business requirements
technical constraints
usability needs

This design-first approach is called API Design-first and is central to MuleSoft’s methodology.

Why Others Are Incorrect:
A. Gather a list of requirements to secure the API
→ Security is important but comes after designing the API.

C. Performance tune and optimize backend systems and network
→ Performance tuning happens later, once API design and implementation are progressing.

D. Create a prototype of the API implementation
→ Prototyping comes after the API specification is created and reviewed.

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