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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Prompt Engineering | 20% | - System and role-based prompts - Structured output design - Few-shot and chain-of-thought prompting - Context grounding techniques |
| Topic 2: Orchestration and Human-in-the-Loop | 15% | - Mixed agent + RPA workflows - UiPath Maestro orchestration - Action Center and escalation flows - Multi-agent collaboration - Human-in-the-loop design |
| Topic 3: Agentic Automation Fundamentals | 25% | - Autonomous agent concepts - Agent vs traditional bot differences - Agent loop and ReAct pattern - LLM and AI fundamentals |
| Topic 4: AI Governance and Safety | 20% | - AI Trust Layer and guardrails - Audit logging and monitoring - PII masking and data protection - Responsible AI principles - Hallucination mitigation |
| Topic 5: LLM Integration and GenAI Connectors | 20% | - Connector configuration and parameters - Context windows and token management - Supported LLM providers (OpenAI, Azure OpenAI, Anthropic) |
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NEW QUESTION # 60
When a user creates a print job from a VDA-mapped network printer, how is the print job routed?
Answer: A
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 # 61
A Citrix Administrator is configuring a Citrix Virtual Desktops Site for use with a mirrored SQL Server database. Which setting In SQL is important that the administrator configure manually when creating an empty database on the principal SQL Server?
Answer: B
Explanation:
When configuring a Citrix Virtual Desktops Site with a mirrored SQL Server database, the collation setting must be configured manually and must match across all SQL Servers in the mirroring setup. Citrix relies on consistent collation to ensure proper database functionality.
NEW QUESTION # 62
After creating a new machine catalog using the Machine Creation Services (MCS) wizard in Citrix Studio, a Citrix Administrator determines that Windows activation fails for all new machines in that catalog.
Which two conditions can cause this to happen? (Choose two.)
Answer: B,C
Explanation:
Rearm count exceeded: If the base image has been sysprepped too many times, the rearm count may be exhausted, preventing Windows activation on cloned machines.
MAK licensing: MCS-provisioned machines are treated as newly deployed instances. MAK licensing is not suitable for this scenario because each clone would require its own activation, leading to failures.
NEW QUESTION # 63
A Citrix Administrator is concerned about the TCP overhead associated with Citrix HDX connections. There are concerns about latency and TCP overhead associated with setting up a connection to Virtual Delivery Agent (VDA) resources. What technology should be deployed to move connections to UDP and improve the quality of the user experience?
Answer: A
Explanation:
HDX Adaptive Transport uses Citrix's Enlightened Data Transport (EDT) protocol, which runs over UDP instead of TCP. This reduces latency, minimizes TCP overhead, and improves the quality and responsiveness of HDX sessions, especially in high-latency or lossy network conditions.
NEW QUESTION # 64
A Citrix Administrator is creating a Pooled/Random catalog using Machine Creation Services (MCS). Which service on the Citrix Delivery Controller will enable the communication to the Hypervisor?
Answer: D
Explanation:
The Citrix Host Service on the Delivery Controller manages communication with the hypervisor. It enables Machine Creation Services (MCS) to provision, power manage, and update virtual machines in pooled or random catalogs.
NEW QUESTION # 65
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