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| Section | Weight | Objectives |
|---|---|---|
| Agentic Automation Fundamentals | 25% | - Agent loop and ReAct pattern - Agent vs traditional bot differences - LLM and AI fundamentals - Autonomous agent concepts |
| Prompt Engineering | 20% | - Few-shot and chain-of-thought prompting - Structured output design - System and role-based prompts - Context grounding techniques |
| Orchestration and Human-in-the-Loop | 15% | - Mixed agent + RPA workflows - UiPath Maestro orchestration - Human-in-the-loop design - Multi-agent collaboration - Action Center and escalation flows |
| AI Governance and Safety | 20% | - Responsible AI principles - Audit logging and monitoring - Hallucination mitigation - AI Trust Layer and guardrails - PII masking and data protection |
| LLM Integration and GenAI Connectors | 20% | - Connector configuration and parameters - Supported LLM providers (OpenAI, Azure OpenAI, Anthropic) - Context windows and token management |
1. Scenario: A Citrix Administrator previously configured a Citrix Virtual Desktops Site to use evaluation licenses. The administrator then installed valid advanced licenses on the Citrix License Server and confirmed that licenses show correctly in the licensing console. However, a user reports an issue about logging on to the published desktop. The user receives an error message stating that the evaluation license is about to expire. What should the administrator do to fix this issue?
A) Remove the evaluation license.
B) Verify the host name entry in the license file.
C) Restart the License service.
D) Change the product edition in Citrix Studio.
2. Scenario: A Citrix Administrator needs to configure StoreFront to allow external users access to internal resources. The external users will authenticate on StoreFront. Which StoreFront authentication method can the administrator configure?
A) Smart card
B) Pass-through from NetScaler Gateway
C) HTTP Basic
D) Username and password
3. What information from the Citrix License Server does a Citrix Administrator need in order to allocate the Citrix Virtual Desktops license file from the Citrix.com account?
A) MAC address
B) Hostname
C) IP address
D) FQDN
4. A user calls the help desk to report that when launching any application from within their published desktop session, it takes a long time and the overall performance is poor. Which Citrix Director report can a Citrix Administrator use to initiate the investigation of the issue?
A) Launch Failures in Trends
B) Machine Utilization in Machine Details
C) Session Data in Filters
D) Load Evaluator in Trends
5. Scenario: A StoreFront store supports 150 users who have full access to all enterprise resources.
A Citrix Administrator needs to create a new StoreFront store for contractors who will work onsite for two months. The contractors need access to specific resources but will NOT be Active Directory users.
Which option should the administrator select while creating the store for contractors?
A) Smart card
B) Pass-through
C) Unauthenticated
D) HTTP Basic
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: B | Question # 3 Answer: B | Question # 4 Answer: C | Question # 5 Answer: C |
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