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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Orchestration and Human-in-the-Loop | 15% | - Human-in-the-loop design - Multi-agent collaboration - Mixed agent + RPA workflows - Action Center and escalation flows - UiPath Maestro orchestration |
| Topic 2: Agentic Automation Fundamentals | 25% | - Agent loop and ReAct pattern - LLM and AI fundamentals - Autonomous agent concepts - Agent vs traditional bot differences |
| Topic 3: AI Governance and Safety | 20% | - Responsible AI principles - AI Trust Layer and guardrails - Hallucination mitigation - Audit logging and monitoring - PII masking and data protection |
| Topic 4: Prompt Engineering | 20% | - System and role-based prompts - Structured output design - Few-shot and chain-of-thought prompting - Context grounding techniques |
| Topic 5: LLM Integration and GenAI Connectors | 20% | - Connector configuration and parameters - Supported LLM providers (OpenAI, Azure OpenAI, Anthropic) - Context windows and token management |
1. According to Citrix leading practices, what is the minimum number of Delivery Controllers required to deploy Citrix Virtual Apps and Desktops for 500 users?
A) 4
B) 3
C) 1
D) 2
2. Scenario: A Citrix Administrator has enabled an HDX Session printers policy within a Citrix Virtual Apps and Desktops Site. The administrator added a printer to a print server and assigned the printer to all users through a session printer policy. In addition, several local client printers are auto-created within HDX sessions. No other printing policies are configured. How will print jobs be routed when users send print jobs to a printer managed by the print server?
A) Over the HDX virtual channel, through the endpoint, and then to the print server
B) Directly to the network print server and then to the specified printer
C) Over the HDX virtual channel to the specified printer attached to the print server
D) Directly from the session Virtual Delivery Agent (VDA) machine to the printer
3. Which two resource locations are supported for machines running the Virtual Delivery Agent (VDA) when using the Citrix Virtual Apps and Desktops service? (Choose two.)
A) Amazon Web Services (AWS)
B) On-premises datacenter
C) VMware Workspace One
D) Citrix Cloud
4. Scenario: A Citrix Administrator needs to gather historical reporting statistics from the Virtual Delivery Agent (VDA) machines, as users are reporting latency and overall performance issues within their sessions. The administrator believes these issues are related to high CPU and memory usage. What can the administrator enable to gather this monitoring data from the VDA machines?
A) Resource Monitoring HDX policy in Citrix Studio
B) Trends > Machine Usage within Citrix Director
C) Trends > Sessions within Citrix Director
D) Process Monitoring HDX policy in Citrix Studio
5. Which machine catalog supports the deployment of image updates using Citrix Studio?
A) Machine Creation Services
B) Citrix Provisioning
C) Remote PC Access
D) Manual provisioning
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: B | Question # 3 Answer: B,D | Question # 4 Answer: A | Question # 5 Answer: A |
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