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| Section | Weight | Objectives |
|---|---|---|
| Orchestration and Human-in-the-Loop | 15% | - Human-in-the-loop design - Mixed agent + RPA workflows - UiPath Maestro orchestration - Action Center and escalation flows - Multi-agent collaboration |
| Agentic Automation Fundamentals | 25% | - Agent vs traditional bot differences - Autonomous agent concepts - LLM and AI fundamentals - Agent loop and ReAct pattern |
| AI Governance and Safety | 20% | - AI Trust Layer and guardrails - PII masking and data protection - Responsible AI principles - Hallucination mitigation - Audit logging and monitoring |
| LLM Integration and GenAI Connectors | 20% | - Context windows and token management - Connector configuration and parameters - Supported LLM providers (OpenAI, Azure OpenAI, Anthropic) |
| Prompt Engineering | 20% | - System and role-based prompts - Structured output design - Few-shot and chain-of-thought prompting - Context grounding techniques |
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NEW QUESTION # 22
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 # 23
A user complains to a Citrix Administrator that application load time is long when they log on at the beginning of the work day. Which feature can the administrator enable to reduce the perceived start time of the user's application?
Answer: D
Explanation:
Application Prelaunch starts an application session in the background before the user explicitly launches it. This reduces perceived application load time, especially at the beginning of the work day, by keeping sessions ready for faster access.
NEW QUESTION # 24
Scenario: A Citrix Administrator needs to gather historical reporting statistics from the Virtual Delivery Agent (VDA) machines, as users are reporting latency and overall performance issues within their sessions. The administrator believes these issues are related to high CPU and memory usage. What can the administrator enable to gather this monitoring data from the VDA machines?
Answer: C
Explanation:
Enabling the Resource Monitoring HDX policy allows collection of CPU and memory utilization data from VDA machines. This data is then sent to Citrix Director for historical reporting, helping administrators analyze performance issues such as latency caused by high resource usage.
NEW QUESTION # 25
When a user creates a print job from a VDA-mapped network printer, how is the print job routed?
Answer: B
Explanation:
When using a VDA-mapped network printer, the print job is processed on the VDA and sent directly to the network print server, which then forwards it to the physical printer. This avoids unnecessary routing through the client endpoint and ensures efficient printing.
NEW QUESTION # 26
Which two statements are valid when using Citrix Profile Streaming? (Choose two.)
Answer: B,C
Explanation:
With Citrix Profile Streaming, parts of the user profile (such as registry entries and files) are loaded on demand instead of fully at logon. This reduces logon time by fetching profile components only when accessed during the session.
NEW QUESTION # 27
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