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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Prompt Engineering | 20% | - Structured output design - Context grounding techniques - Few-shot and chain-of-thought prompting - System and role-based prompts |
| Topic 2: Agentic Automation Fundamentals | 25% | - LLM and AI fundamentals - Agent loop and ReAct pattern - Agent vs traditional bot differences - Autonomous agent concepts |
| Topic 3: AI Governance and Safety | 20% | - Audit logging and monitoring - AI Trust Layer and guardrails - Hallucination mitigation - PII masking and data protection - Responsible AI principles |
| Topic 4: LLM Integration and GenAI Connectors | 20% | - Connector configuration and parameters - Context windows and token management - Supported LLM providers (OpenAI, Azure OpenAI, Anthropic) |
| Topic 5: Orchestration and Human-in-the-Loop | 15% | - Human-in-the-loop design - UiPath Maestro orchestration - Action Center and escalation flows - Multi-agent collaboration - Mixed agent + RPA workflows |
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NEW QUESTION # 35
A Citrix Administrator is configuring a Citrix Virtual Desktops Site for use with a mirrored SQL Server database. Which setting In SQL is important that the administrator configure manually when creating an empty database on the principal SQL Server?
Answer: C
Explanation:
When configuring a Citrix Virtual Desktops Site with a mirrored SQL Server database, the collation setting must be configured manually and must match across all SQL Servers in the mirroring setup. Citrix relies on consistent collation to ensure proper database functionality.
NEW QUESTION # 36
Scenario: A Citrix Administrator maintains a Citrix Virtual Apps and Desktops Site with a number of network print servers being used for all users. Currently, the print servers use native Windows drivers. No client printers are being used. New company guidelines require a reduction in the number of native drivers being used within the Site infrastructure. Which step can the administrator take to meet the new company guidelines?
Answer: C
Explanation:
By installing the Citrix Universal Print Server and configuring the Universal printer driver usage policy, print servers can use the Citrix Universal Print Driver instead of multiple native Windows drivers. This reduces the number of drivers in the environment while ensuring centralized network printing remains functional.
NEW QUESTION # 37
What are three valid ways to configure Virtual Delivery Agent (VDA) registration? (Choose three.)
Answer: B,C,D
Explanation:
DHCP Options can be used to provide Delivery Controller addresses dynamically.
CONFIG.XML file (created during VDA installation) can contain Controller information for registration.
Group Policy Object (GPO) can centrally define and manage Controller discovery settings.
NEW QUESTION # 38
Scenario: A user is working on a document in an HDX session and saves data on the desktop.
The Virtual Delivery Agent (VDA) session abruptly crashes, causing the saved data to be lost.
Which Citrix Profile Management policy can a Citrix Administrator enable to prevent data loss?
Answer: A
Explanation:
Active Write Back ensures that changes made during the session, such as saving files to the desktop, are written back to the user profile in real time. This prevents data loss if the VDA session crashes unexpectedly.
NEW QUESTION # 39
Which three authentication features require Citrix XML Service trust to be enabled within a Citrix Virtual Apps and Desktops infrastructure? (Choose three.)
Answer: A,B,D
Explanation:
Citrix XML Service trust must be enabled when authentication credentials need to be passed securely from StoreFront to the Delivery Controller. This applies to HTTP Basic authentication, pass-through from NetScaler Gateway, and pass-through authentication, all of which rely on trusted XML communication.
NEW QUESTION # 40
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