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| Section | Weight | Objectives |
|---|---|---|
| Agentic Automation Fundamentals | 25% | - Agent vs traditional bot differences - Autonomous agent concepts - Agent loop and ReAct pattern - LLM and AI fundamentals |
| Prompt Engineering | 20% | - Context grounding techniques - Structured output design - Few-shot and chain-of-thought prompting - System and role-based prompts |
| LLM Integration and GenAI Connectors | 20% | - Supported LLM providers (OpenAI, Azure OpenAI, Anthropic) - Context windows and token management - Connector configuration and parameters |
| Orchestration and Human-in-the-Loop | 15% | - Action Center and escalation flows - UiPath Maestro orchestration - Human-in-the-loop design - Mixed agent + RPA workflows - Multi-agent collaboration |
| AI Governance and Safety | 20% | - Audit logging and monitoring - AI Trust Layer and guardrails - Responsible AI principles - Hallucination mitigation - PII masking and data protection |
1. What are three valid ways to configure Virtual Delivery Agent (VDA) registration? (Choose three.)
A) DHCP Options
B) Group Policy Object (GPO)
C) Organizational Unit (OU) based Controller discovery
D) MCS-based PERSONALITY.INI
E) CONFIG.XML file
2. A Citrix Administrator is looking to provide apps and desktops to users. Project requirements dictate that management and maintenance should be minimized for the administrator, while still maintain control of the Virtual Delivery Agent (VDA machines). (Choose three.)
A) Google Cloud Platform
B) Nutanix Acropolis
C) Microsoft HyperV
D) Microsoft Azure
E) XenServer
F) Amazon Web Services
3. A Citrix Administrator is concerned about the TCP overhead associated with Citrix HDX connections. There are concerns about latency and TCP overhead associated with setting up a connection to Virtual Delivery Agent (VDA) resources. What technology should be deployed to move connections to UDP and improve the quality of the user experience?
A) Citrix Optimizer
B) HDX Adaptive Transport
C) Browser Content Redirection
D) Microsoft Teams Optimization
4. When a user creates a print job from a VDA-mapped network printer, how is the print job routed?
A) Directly to the Endpoint printer, bypassing the VDA server.
B) Directly from the VDA server to the print server and then to the print device for output.
C) Through the HDX protocol from VDA to Endpoint, and then to the print server.
D) Printing to a network printer is not supported with HDX.
5. Scenario: A Citrix Administrator maintains a Citrix Virtual Apps and Desktops Site with a large number of Windows users running various locally attached client printers. No network printers are being used. The administrator has enabled the HDX printer mapping policy to 'Auto-create all client printers', which has resulted in a large number of drivers being loaded onto the Virtual Delivery Agent (VDA) machines. New standards are requiring the administrator to limit these Windows drivers on the VDA machines. Which printing feature can the administrator enable to meet the new standards?
A) The Auto-create local (non-network) client printers only policy
B) The Citrix Universal Printer Driver
C) The Auto-create PDF universal printer policy
D) The Citrix Universal Print Server
Solutions:
| Question # 1 Answer: A,B,E | Question # 2 Answer: A,D,F | Question # 3 Answer: B | Question # 4 Answer: B | Question # 5 Answer: B |
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