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| Section | Weight | Objectives |
|---|---|---|
| Prompt Engineering | 20% | - Structured output design - Few-shot and chain-of-thought prompting - Context grounding techniques - System and role-based prompts |
| AI Governance and Safety | 20% | - Responsible AI principles - PII masking and data protection - AI Trust Layer and guardrails - Hallucination mitigation - Audit logging and monitoring |
| Agentic Automation Fundamentals | 25% | - LLM and AI fundamentals - Agent loop and ReAct pattern - Agent vs traditional bot differences - Autonomous agent concepts |
| Orchestration and Human-in-the-Loop | 15% | - UiPath Maestro orchestration - Action Center and escalation flows - Mixed agent + RPA workflows - Multi-agent collaboration - Human-in-the-loop design |
| LLM Integration and GenAI Connectors | 20% | - Context windows and token management - Supported LLM providers (OpenAI, Azure OpenAI, Anthropic) - Connector configuration and parameters |
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NEW QUESTION # 62
Which components should be defined with the Resource Layer? (Choose three.)
Answer: A,D,H
Explanation:
The Resource Layer in Citrix Virtual Apps and Desktops defines the components that provide compute and application resources to users. This includes Virtual Delivery Agents (VDAs) that deliver apps and desktops, host connections to the underlying hypervisor or cloud, and images that serve as the basis for machine provisioning.
NEW QUESTION # 63
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: B
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 # 64
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.)
Answer: A,D
NEW QUESTION # 65
According to Citrix leading practices, what is the minimum number of Delivery Controllers required to deploy Citrix Virtual Apps and Desktops for 500 users?
Answer: D
NEW QUESTION # 66
Which type of certificate should a Citrix Administrator request so that a client endpoint can communicate with StoreFront over an encrypted connection?
Answer: A
Explanation:
A server certificate must be installed on the StoreFront server to enable secure HTTPS communication. The client endpoint relies on this certificate to establish an encrypted TLS connection with StoreFront.
NEW QUESTION # 67
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