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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Agentic Automation Fundamentals | 25% | - Autonomous agent concepts - LLM and AI fundamentals - Agent loop and ReAct pattern - Agent vs traditional bot differences |
| 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: AI Governance and Safety | 20% | - Hallucination mitigation - Responsible AI principles - Audit logging and monitoring - PII masking and data protection - AI Trust Layer and guardrails |
| Topic 4: LLM Integration and GenAI Connectors | 20% | - Supported LLM providers (OpenAI, Azure OpenAI, Anthropic) - Context windows and token management - Connector configuration and parameters |
| Topic 5: Orchestration and Human-in-the-Loop | 15% | - Mixed agent + RPA workflows - UiPath Maestro orchestration - Multi-agent collaboration - Human-in-the-loop design - Action Center and escalation flows |
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NEW QUESTION # 25
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: A
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 # 26
Which step can a Citrix Administrator take in order to use the default compression policies?
Answer: D
NEW QUESTION # 27
Which of the following is NOT a feature of Citrix StoreFront?
Answer: D
Explanation:
Auto Client Reconnect is a feature of the Citrix client (Citrix Workspace app), not StoreFront.
StoreFront provides features such as auto-launch desktop, workspace control, and favorites (subscriptions) for resource access and management.
NEW QUESTION # 28
A Delivery Group has been created to publish APP_A, APP_B, and APP_C to an AD Group called "HR." There are 10 users in the AD group (HR1-HR10). It was found that a specific user, HR10, should not have access APP_A. What must be done to make sure the HR group can access the applications, but HR10 does not have access to APP_A?
Answer: B
Explanation:
Application visibility controls in Citrix Studio allow administrators to restrict which users or groups can see and launch specific applications. By limiting APP_A's visibility to HR1-HR9, all HR users except HR10 retain access, ensuring the Delivery Group setup remains intact while excluding only the specified user.
NEW QUESTION # 29
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: A
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 # 30
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