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| Section | Weight | Objectives |
|---|---|---|
| Prompt Engineering | 20% | - Context grounding techniques - Structured output design - System and role-based prompts - Few-shot and chain-of-thought prompting |
| Agentic Automation Fundamentals | 25% | - Agent loop and ReAct pattern - Agent vs traditional bot differences - Autonomous agent concepts - LLM and AI fundamentals |
| AI Governance and Safety | 20% | - Hallucination mitigation - AI Trust Layer and guardrails - Responsible AI principles - Audit logging and monitoring - PII masking and data protection |
| LLM Integration and GenAI Connectors | 20% | - Connector configuration and parameters - Context windows and token management - Supported LLM providers (OpenAI, Azure OpenAI, Anthropic) |
| 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 |
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NEW QUESTION # 63
Scenario: A Citrix Administrator is configuring the Citrix Workspace app to allow users to access their applications and desktops. Management requires that users can log on to the environment from any device without having to remember the server address. What should the administrator do to meet these requirements?
Answer: A
Explanation:
By configuring a DNS SRV record pointing to the StoreFront or Citrix Gateway address, users can log on to Citrix Workspace without manually entering a server address. This allows seamless access from any device while meeting management's requirement for ease of use.
NEW QUESTION # 64
Which feature can a Citrix Administrator use to publish applications from an Application Group, considering only a subset of the machines in the selected Delivery Group?
Answer: D
Explanation:
Tag restriction allows an administrator to publish applications from an Application Group but restrict them to run only on a subset of machines within the associated Delivery Group. This provides flexibility in controlling which resources are used for specific applications.
NEW QUESTION # 65
Which three database high availability features are supported for on-premises deployments of Citrix Virtual Apps and Desktops? (Choose three.)
Answer: B,D,E
Explanation:
Citrix Virtual Apps and Desktops supports Microsoft SQL Server high availability features such as Clustered Instances, Mirroring, and Always On Availability Groups for on-premises deployments.
These ensure database availability and resilience for the Site database.
NEW QUESTION # 66
Scenario: A Citrix Administrator needs to configure StoreFront to allow external users access to internal resources. The external users will authenticate on StoreFront. Which StoreFront authentication method can the administrator configure?
Answer: D
Explanation:
For external access, authentication is typically performed at Citrix NetScaler (now Citrix ADC).
StoreFront must then be configured with the "Pass-through from NetScaler Gateway" authentication method, allowing StoreFront to accept and trust the authentication performed externally.
NEW QUESTION # 67
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: C,D
NEW QUESTION # 68
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