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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: AI Governance and Safety | 20% | - Hallucination mitigation - Audit logging and monitoring - Responsible AI principles - PII masking and data protection - AI Trust Layer and guardrails |
| Topic 2: Prompt Engineering | 20% | - Few-shot and chain-of-thought prompting - System and role-based prompts - Context grounding techniques - Structured output design |
| Topic 3: Agentic Automation Fundamentals | 25% | - Agent vs traditional bot differences - Agent loop and ReAct pattern - LLM and AI fundamentals - Autonomous agent concepts |
| Topic 4: Orchestration and Human-in-the-Loop | 15% | - Human-in-the-loop design - Mixed agent + RPA workflows - Multi-agent collaboration - UiPath Maestro orchestration - Action Center and escalation flows |
| Topic 5: LLM Integration and GenAI Connectors | 20% | - Connector configuration and parameters - Supported LLM providers (OpenAI, Azure OpenAI, Anthropic) - Context windows and token management |
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NEW QUESTION # 32
A Citrix Administrator is looking to provide apps and desktops to users. Project requirements dictate that management and maintenance should be minimized for the administrator, while still maintain control of the Virtual Delivery Agent (VDA machines). (Choose three.)
Answer: B,D,F
Explanation:
Using public cloud platforms such as AWS, GCP, or Azure with Citrix Cloud services minimizes infrastructure management and maintenance for the administrator, while still providing control over the VDA machines. The cloud provider handles most of the underlying infrastructure, reducing administrative overhead.
NEW QUESTION # 33
A Citrix Administrator is tasked with configuring Autoscale in an on-prem Citrix Virtual Apps and Desktops environment. However, when launching Citrix Studio and locating the Delivery Group, the option to Manage Autoscale is missing. What must the administrator do to enable and configure Autoscale using a GUI interface?
Answer: C
Explanation:
Autoscale management is only available through Citrix Web Studio, not the traditional Citrix Studio console. To enable and configure Autoscale with a GUI, the administrator must use Web Studio.
NEW QUESTION # 34
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: A
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 # 35
What are two methods of configuring AutoScale to power on machines as needed? (Choose two.)
Answer: B,E
Explanation:
AutoScale can be configured using a schedule-based method, where machines power on/off according to defined time schedules, and a load-based method, where machines are powered on/off dynamically in response to user demand and load conditions. These two methods ensure resource optimization while maintaining user experience.
NEW QUESTION # 36
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: A
NEW QUESTION # 37
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