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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Orchestration and Human-in-the-Loop | 15% | - Human-in-the-loop design - Multi-agent collaboration - UiPath Maestro orchestration - Action Center and escalation flows - Mixed agent + RPA workflows |
| Topic 2: LLM Integration and GenAI Connectors | 20% | - Connector configuration and parameters - Context windows and token management - Supported LLM providers (OpenAI, Azure OpenAI, Anthropic) |
| Topic 3: AI Governance and Safety | 20% | - AI Trust Layer and guardrails - Hallucination mitigation - Audit logging and monitoring - Responsible AI principles - PII masking and data protection |
| Topic 4: Prompt Engineering | 20% | - System and role-based prompts - Context grounding techniques - Few-shot and chain-of-thought prompting - Structured output design |
| Topic 5: Agentic Automation Fundamentals | 25% | - Autonomous agent concepts - LLM and AI fundamentals - Agent vs traditional bot differences - Agent loop and ReAct pattern |
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NEW QUESTION # 12
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,C,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 # 13
Which command must a Citrix Administrator run on the Citrix Director machine to integrate the NetScaler Console appliance with Citrix Director?
Answer: A
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 # 14
Which two resource locations are supported for machines running the Virtual Delivery Agent (VDA) when using the Citrix Virtual Apps and Desktops service? (Choose two.)
Answer: B,D
NEW QUESTION # 15
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 # 16
Scenario: A Citrix Administrator is enabling TLS Secure connections between the Cloud Connectors and on-premises StoreFront. After configuring the TLS certificate on all Cloud Connectors and disabling HTTP connections, the administrator finds that no resources are being enumerated.
Which extra step does the administrator need to take to allow enumeration to work between on- premises StoreFront and Citrix Cloud?
Answer: D
NEW QUESTION # 17
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