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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: LLM Integration and GenAI Connectors | 20% | - Supported LLM providers (OpenAI, Azure OpenAI, Anthropic) - Context windows and token management - Connector configuration and parameters |
| Topic 2: Agentic Automation Fundamentals | 25% | - LLM and AI fundamentals - Autonomous agent concepts - Agent loop and ReAct pattern - Agent vs traditional bot differences |
| Topic 3: Orchestration and Human-in-the-Loop | 15% | - UiPath Maestro orchestration - Human-in-the-loop design - Mixed agent + RPA workflows - Multi-agent collaboration - Action Center and escalation flows |
| Topic 4: AI Governance and Safety | 20% | - Responsible AI principles - Hallucination mitigation - PII masking and data protection - AI Trust Layer and guardrails - Audit logging and monitoring |
| Topic 5: Prompt Engineering | 20% | - Few-shot and chain-of-thought prompting - Context grounding techniques - Structured output design - System and role-based prompts |
1. Which Citrix Director view will allow a Citrix Administrator to view data on the current CPU, as well as memory and disk latency for a machine running the Virtual Delivery Agent (VDA)?
A) Machine Utilization
B) Resource Utilization
C) Load Evaluator Index
D) Capacity Management
2. Scenario: A Citrix Administrator is investigating an issue in which a user's session does NOT successfully end after closing the last published application. The administrator used Task Manager to inspect the hanging session but could NOT find any relevant information. Which tool could the administrator use to get further details on orphaned processes in the session?
A) Handle
B) Regmon
C) Procmon
D) Process Explorer
3. What are three valid ways to configure Virtual Delivery Agent (VDA) registration? (Choose three.)
A) Organizational Unit (OU) based Controller discovery
B) CONFIG.XML file
C) Group Policy Object (GPO)
D) DHCP Options
E) MCS-based PERSONALITY.INI
4. Scenario: A Citrix Administrator created a machine catalog using Machine Creation Services. The Desktop Experience was set to 'Random'.
Where will the unique information for the virtual machines be stored?
A) In the identity disk of each virtual machine
B) Only in the Site database
C) In the differencing disk of each virtual machine
D) In the PERSONALITY.INI file at the root directory of each virtual machine
5. After creating a new machine catalog using the Machine Creation Services (MCS) wizard in Citrix Studio, a Citrix Administrator determines that Windows activation fails for all new machines in that catalog.
Which two conditions can cause this to happen? (Choose two.)
A) The version of Windows installed is Windows Server 2012 R2.
B) The base image rearm count has been exceeded.
C) The version of Windows installed uses Multiple Activation Key (MAK) licensing.
D) The Microsoft License Server is unreachable.
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: D | Question # 3 Answer: B,C,D | Question # 4 Answer: A | Question # 5 Answer: B,C |
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