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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Agentic Automation Fundamentals | 25% | - Autonomous agent concepts - Agent loop and ReAct pattern - LLM and AI fundamentals - Agent vs traditional bot differences |
| Topic 2: LLM Integration and GenAI Connectors | 20% | - Supported LLM providers (OpenAI, Azure OpenAI, Anthropic) - Connector configuration and parameters - Context windows and token management |
| Topic 3: Prompt Engineering | 20% | - System and role-based prompts - Few-shot and chain-of-thought prompting - Structured output design - Context grounding techniques |
| Topic 4: Orchestration and Human-in-the-Loop | 15% | - Mixed agent + RPA workflows - Multi-agent collaboration - Human-in-the-loop design - UiPath Maestro orchestration - Action Center and escalation flows |
| Topic 5: AI Governance and Safety | 20% | - Hallucination mitigation - AI Trust Layer and guardrails - Audit logging and monitoring - PII masking and data protection - Responsible AI principles |
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NEW QUESTION # 26
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: A
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 # 27
A Citrix Administrator wishes to deploy catalogs of machines using Machine Creation Services.
Which two things must be configured and setup to accomplish this? (Choose two.)
Answer: D,E
Explanation:
To deploy machine catalogs with Machine Creation Services (MCS), a hosting connection (to the hypervisor or cloud environment) must be configured to provide resources, and a Delivery Controller must be available to manage provisioning and brokering of the machines.
NEW QUESTION # 28
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)?
Answer: B
Explanation:
The Resource Utilization view in Citrix Director provides real-time data on CPU, memory usage, and disk latency for VDA machines. This allows administrators to monitor system performance and identify resource bottlenecks affecting user sessions.
NEW QUESTION # 29
By default, what are the settings for browser content redirection and client drive mapping in Citrix Virtual Apps and Desktops?
Answer: C
Explanation:
In Citrix Virtual Apps and Desktops, browser content redirection is disabled by default and must be explicitly configured. Client drive mapping is enabled by default, allowing users to access local drives within their sessions unless restricted by policy.
NEW QUESTION # 30
Which PowerShell command should a Citrix Administrator run to obtain the name of a deployment, the local host cache configuration and the license level?
Answer: C
Explanation:
The Get-BrokerSite PowerShell command retrieves details about the Citrix Site, including the deployment name, local host cache configuration, and license level. This makes it the correct command for gathering this type of information.
NEW QUESTION # 31
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