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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Agentic Automation Fundamentals | 25% | - LLM and AI fundamentals - Agent loop and ReAct pattern - Autonomous agent concepts - Agent vs traditional bot differences |
| Topic 2: AI Governance and Safety | 20% | - PII masking and data protection - Hallucination mitigation - Responsible AI principles - AI Trust Layer and guardrails - Audit logging and monitoring |
| Topic 3: Orchestration and Human-in-the-Loop | 15% | - Action Center and escalation flows - Multi-agent collaboration - Mixed agent + RPA workflows - Human-in-the-loop design - UiPath Maestro orchestration |
| 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: Prompt Engineering | 20% | - Context grounding techniques - Few-shot and chain-of-thought prompting - System and role-based prompts - Structured output design |
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NEW QUESTION # 47
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: A
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 # 48
Scenario: A Citrix Administrator configures the 'Auto connect client drives' user settings to map client drives within the HDX session for all published desktops. The setting is configured in a Baseline Group Policy Object (GPO) and linked to an Organizational Unit (OU) that contains all of the published desktops. When a user launches the desktop, client drives are NOT mapped. What is a possible reason?
Answer: A
Explanation:
User settings in a GPO linked to a machine OU only apply if loopback processing is enabled.
Since the "Auto connect client drives" setting is a user policy but applied at the desktop OU level, loopback processing must be enabled for the policy to take effect within the HDX sessions.
NEW QUESTION # 49
A Citrix Administrator is concerned about the way that web pages and video render on the backend Virtual Delivery Agent (VDA) workloads. The administrator wants to find a way to for the web pages to render on the client device instead of on the VDA. What feature should the administrator use to accomplish this?
Answer: D
Explanation:
Browser Content Redirection offloads the rendering of web pages and multimedia from the VDA to the client device. This reduces CPU and memory load on the VDA while improving performance and user experience on the endpoint.
NEW QUESTION # 50
Scenario: A Citrix Administrator is investigating an instability in the system that is causing the Print Spooler service to stop frequently on the Virtual Delivery Agent (VDA) machine. The administrator finds printer driver conflicts in the environment and needs to remove the problem drivers while still maintaining printing functionality. Which policy setting can the administrator use to resolve this issue on the VDA machine?
Answer: D
Explanation:
By enabling the "Use universal printing only" policy, the VDA will rely exclusively on the Citrix Universal Print Driver instead of loading multiple printer model-specific drivers. This resolves driver conflicts, stabilizes the Print Spooler service, and maintains printing functionality.
NEW QUESTION # 51
By default, what is the printing behavior when no printing policy is configured?
Answer: D
NEW QUESTION # 52
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