Last Updated: Jul 27, 2026
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| Section | Weight | Objectives |
|---|---|---|
| Designing APIs | 8% | - Use REST API methods and resources - Define parameters, responses and data types - Define API specifications with RAML |
| Error Handling and Transactions | 8% | - Implement transaction management - Handle retries and dead-letter queues - Configure error handlers |
| Testing and Debugging | 10% | - Write unit tests with MUnit - Debug applications using Anypoint Studio - Use mocking and test doubles |
| Security and Governance | 7% | - Manage access and authentication - Enforce governance standards - Apply security policies |
| Data Transformation with DataWeave | 10% | - Transform complex data structures - Handle different data formats - Write expressions and functions |
| Structuring Mule Applications | 10% | - Organize configurations and properties - Manage error handling and scopes - Use flows, subflows and flow references |
| Creating Application Networks | 7% | - Explain API-led connectivity principles - Describe Anypoint Platform components - Identify application network concepts |
| Deploying and Managing Applications | 10% | - Monitor and manage applications - Deploy to CloudHub and on-premises - Explain deployment models |
| Accessing and Modifying Mule Events | 10% | - Use DataWeave for transformation - Access and modify payload, attributes and variables - Enrich events using connectors |
| Building API Implementations | 10% | - Implement routing and transformation logic - Implement APIs from specifications - Use connectors to integrate systems |
1. A Database On Table Row listener retrieves data from a CUSTOMER table that contains a primary key userjd column and an increasing kxjin_date_time column. Neither column allows duplicate values.
How should the listener be configured so it retrieves each row at most one time?
A) Set the target value to thelast retrieved user_jd value
B) Set the watermark column to the bgin_date_time column
C) Set the watermark column to the user_Id column
D) Set the target value to the last retrieved login_date_time value
2. A mule project contains MySQL database dependency . The project is exported from Anypoint Studio so that it can be deployed to Cloudhub. What export options needs to be selected to create the smallest deployable archive that will successfully deploy to Cloudhub?
A) No need to select any of the below options 1) Attach project sources 2) Include project module and dependencies
B) Select both the options 1) Attach project sources 2) Include project module and dependencies
C) Select only below option 1) Attach project sources
D) Select only below option 2) Include project module and dependencies
3. Refer tothe exhibit.

The main flow is configured with their error handlers. A web client submit a request to the HTTP Listener and the HTTP Request throws an HTTP:NOT_FOUND error.
What response message is returned?''
What response message is returned?
A) APP:API RESOURCE NOT FOUND
B) success - main flow
C) other error
D) HTTP: NOT FOUND
4. An API specification is designed using RAML. What is the next step to create a REST Connector from this APIspecification?
A) Add the specification to a Mule project's src/main/resources/api folder
B) Download the API specification and build the interface using APIkit
C) Implement the API specification using flow designer in Design Center
D) Publish the API specification to Any point Exchange
5. A function named newProdCode needs to be defined that accepts two input parameters, an integer value for itemID and a string value for productCategory, and returns a new product code.
What is the correct DataWeave code to define the newProdCode function?
A) fun newProdCode(itemID: Number, productCategory: String) = "PC-" ++ productCategory ++ (itemID as String)
B) function newProdCode(itemID: Number, productCategory: String) ="PC-" ++ productCategory ++ (itemID as String)
C) fun newProdCode{itemID: Number, productCategory: String) -> "PC-" ++ productCategory ++ (itemID as String)
D) var newProdCode(itemID: Number, productCategory: String) ->"PC-" ++ productCategory ++ (itemID as String)
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: D | Question # 3 Answer: A | Question # 4 Answer: D | Question # 5 Answer: A |
Blair
Clyde
Elton
Hayden
Kennedy
Merle
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