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| Section | Weight | Objectives |
|---|---|---|
| Orchestration and Human-in-the-Loop | 15% | - Multi-agent collaboration - Action Center and escalation flows - Mixed agent + RPA workflows - UiPath Maestro orchestration - Human-in-the-loop design |
| Prompt Engineering | 20% | - System and role-based prompts - Structured output design - Few-shot and chain-of-thought prompting - Context grounding techniques |
| AI Governance and Safety | 20% | - Hallucination mitigation - AI Trust Layer and guardrails - PII masking and data protection - Responsible AI principles - Audit logging and monitoring |
| LLM Integration and GenAI Connectors | 20% | - Connector configuration and parameters - Context windows and token management - Supported LLM providers (OpenAI, Azure OpenAI, Anthropic) |
| Agentic Automation Fundamentals | 25% | - Agent loop and ReAct pattern - LLM and AI fundamentals - Agent vs traditional bot differences - Autonomous agent concepts |
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NEW QUESTION # 11
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: C,D,E
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 # 12
Which command must a Citrix Administrator run on the Citrix Director machine to integrate the NetScaler Console appliance with Citrix Director?
Answer: B
Explanation:
To integrate the NetScaler (Citrix ADC) Console with Citrix Director, the administrator must run the command DirectorConfig.exe /confignetscaler on the Director machine. This enables Director to display NetScaler Gateway and HDX Insight data.
NEW QUESTION # 13
Scenario: A Citrix Administrator needs to create local user accounts for other administrators with limited privileges. The other administrators will need only:
- Read-only access
- The ability to enable and disable services and servers
Which built-in Command Policy permission level can the administrator use?
Answer: C
NEW QUESTION # 14
Scenario: A Citrix Administrator has enabled an HDX Session printers policy within a Citrix Virtual Apps and Desktops Site. The administrator added a printer to a print server and assigned the printer to all users through a session printer policy. In addition, several local client printers are auto-created within HDX sessions. No other printing policies are configured. How will print jobs be routed when users send print jobs to a printer managed by the print server?
Answer: B
Explanation:
When using session printers from a print server, print jobs are routed directly from the VDA to the network print server, which then forwards them to the physical printer. The HDX virtual channel is only used for client printers, not for print server-based session printers.
NEW QUESTION # 15
Scenario: A Citrix Administrator is working on a published application. The network is connected for 100 seconds but is interrupted and applications become unusable. The session then automatically resumes, and the administrator is able to continue working on the application at the same progress point as before the interruption.
Which policy is enabled in this scenario?
Answer: C
NEW QUESTION # 16
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