A candidate must be able to prompt Autopilot for Developers, configure its context and history settings, and critically verify generated workflows before committing. The most important thing is to treat Autopilot output as a draft and validate logic, expressions, and control flow yourself.
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Domain overview
This domain covers UiPath Autopilot for Developers: AI-assisted generation of workflows, expressions, and automations inside Studio. Questions test how prompts become activities, how context and history settings shape output, and what verification steps a developer must perform before accepting or committing generated logic.
Exam objectives
Using Autopilot for Developers to generate workflows, expressions, and activity sequences inside UiPath Studio
Configuring Autopilot settings such as context-awareness and prompt history in the Autopilot panel
Reviewing and validating AI-generated workflow logic, including nested If and Switch activities, before committing
Selecting appropriate follow-up actions after generation, such as refining prompts or manually correcting logic
Assuming generated workflow logic is correct and committing it without reviewing activities, expressions, or control flow against the original requirement.
Confusing context-awareness with prompt history; disabling or misconfiguring one setting does not explain the other's behavior.
Expecting Autopilot to handle complex nested branching perfectly, then failing to manually fix mismatched If or Switch logic.
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An automation developer is using Autopilot for Developers to generate a complex workflow based on a text prompt. The generated sequence includes several Invoke Workflow activities with incorrect argument mappings. What is the most effective approach to refine the output?
2Which TWO of the following capabilities are primarily supported by UiPath Autopilot for Developers to accelerate the build phase?
3Refer to the exhibit. Given the provided JSON configuration policy, what is the expected behavior when a developer invokes Autopilot to generate a workflow involving sensitive customer IDs?
4Where can a developer access the Autopilot interface within the UiPath Studio environment?
5Why is it important to review the code generated by Autopilot before executing it in a production environment?
6Which THREE factors significantly influence the quality of the workflow generated by Autopilot?
7A developer asks Autopilot to create a workflow to parse a JSON file. The generated workflow uses a 'Deserialize JSON' activity but fails to define the output type correctly. How should the developer handle this?
8What is the primary function of the 'Context-Awareness' setting in the Autopilot for Developers configuration?
9Refer to the exhibit. A developer is unable to see previous prompts in the Autopilot panel. Which configuration setting is the likely cause?
10When Autopilot generates a complex expression that the developer does not fully understand, what is the recommended procedure?
11Which of the following is a best practice when prompting Autopilot to generate a new workflow?
12A developer wants to use Autopilot to generate documentation for a workflow. Which approach yields the best results?
13Which THREE actions are essential to maintain governance when integrating Autopilot into a large-scale development team?
14An automation developer is using Autopilot for Developers to accelerate the creation of a new workflow. Which capability is explicitly supported when using Autopilot in UiPath Studio?
15Which TWO of the following statements accurately describe the requirements or behaviors for using Autopilot for Developers?
16Which of the following best describes the role of Autopilot in the context of Document Understanding?
17Which THREE actions can Autopilot for Developers perform to assist in troubleshooting existing workflows?
18An automation developer is using UiPath Autopilot to generate expressions and string manipulations within Studio. Which action should the developer take to ensure the generated expressions adhere to best practices regarding null handling and data types?
19When configuring UiPath Autopilot for Apps to assist end-users during runtime, which THREE configurations or considerations are essential for optimal performance? (Choose THREE)
20A developer is building a UiPath Studio project that interacts with a custom internal REST API. The API documentation is extensive, and the developer wants Autopilot to generate the necessary HTTP Request activity configuration and response parsing logic. The developer opens the Autopilot panel and types the API endpoint details and a description of the expected JSON response. Which capability of Autopilot for Developers is being leveraged in this scenario?
21A developer is building an automation in UiPath Studio and has already written a detailed natural-language description of the desired workflow in the Autopilot prompt pane. The developer wants Autopilot to produce a workflow that follows their organization's naming conventions and reuses existing library components. Which configuration should the developer apply before generating the workflow?
22A developer has written a draft of a workflow description in a text file and wants UiPath Autopilot to turn that description directly into a runnable sequence of activities. Which feature should the developer use?
23A developer is building a UiPath App and wants Autopilot to help end users ask questions in natural language about the data displayed on the app page during runtime. Which Autopilot capability should the developer enable?
24A developer is building a REFramework-based automation and wants UiPath Autopilot to generate the initial project structure. Which statement accurately describes a supported Autopilot for Developers capability in UiPath Studio?
25A developer is preparing to use UiPath Autopilot for Developers to generate a workflow from a description. Which TWO practices improve the likelihood that the generated workflow is usable with minimal rework? (Choose two.)
26A developer uses Autopilot for Developers to generate a workflow that reads an Excel file, filters rows, and writes results to a DataTable. The generated workflow runs but processes zero rows because the filter expression compares a string column to a number. What is the most appropriate next step?
27A developer uses Autopilot to generate a workflow that queries a queue and processes transactions. The generated code compiles, but during review the developer notices the retry logic does not match the organization's REFramework conventions. What is the most appropriate next step?
28A developer uses Autopilot to generate a workflow that includes a 'Try Catch' activity. After generation, the developer notices that the Catch block is empty and no exception handling logic was added. The developer wants Autopilot to generate proper exception handling in the Catch block. What should the developer do to achieve this?
29A developer has a manually built workflow that works correctly and wants Autopilot for Developers to explain what a specific complex sequence of activities does before modifying it. Which approach is most appropriate?
30A developer is using Autopilot for Developers in UiPath Studio to create a new automation that logs into a web application and downloads a report. They describe the process in natural language. What is the most appropriate Autopilot capability to use for this request?
31A developer wants to use Autopilot to explain an unfamiliar expression returned by a generated workflow. Which action best leverages Autopilot for this purpose?
32A developer uses Autopilot for Developers to generate a workflow that processes invoices. The generated workflow includes a 'For Each' loop over a DataTable but does not handle empty DataTables, causing an exception when no invoices are present. Which action should the developer take to make the workflow robust while still leveraging Autopilot?
33A team is adopting Autopilot for Developers across several projects. Which practice most improves the consistency and quality of generated workflows across the team?
34A developer is using Autopilot for Developers to create a workflow that reads data from an Excel file and writes it to a queue in Orchestrator. Which two actions should the developer perform to ensure the generated workflow is production-ready? (Choose two.)
35A developer uses Autopilot for Developers to create a workflow that reads an Excel file and filters rows. After generation, the developer must verify the result before committing it. Which two actions are appropriate parts of that verification? (Choose two.)
36A developer uses Autopilot for Developers to generate a complex workflow that includes multiple nested If activities and a Switch activity. After generation, the developer notices that the workflow logic does not match the intended business process. What is the most effective way to correct the workflow while continuing to use Autopilot?
37A developer is working in UiPath Studio and wants to use Autopilot to generate a simple sequence that reads a value from an asset and logs it. Which entry point should the developer use to access Autopilot for Developers?
38A developer is using UiPath Autopilot for Developers to generate a workflow that sends an email with an attachment. The initial prompt is: 'Send an email with the report as an attachment.' The generated workflow uses a hardcoded file path. The developer wants to improve the generation quality on the next attempt. Which action should the developer take?
39A developer is using UiPath Autopilot for Developers to generate a workflow that interacts with a queue in Orchestrator. The developer wants to ensure the generated workflow handles transactions correctly. Which two actions should the developer take to improve the reliability of the generated workflow? (Choose two.)
A candidate must be able to prompt Autopilot for Developers, configure its context and history settings, and critically verify generated workflows before committing. The most important thing is to treat Autopilot output as a draft and validate logic, expressions, and control flow yourself.
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