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Salesforce Certified Agentforce Specialist Sample Questions:

1. Universal Containers (UC) has a library of custom-built personalized investment portfolio APIs, and is planning to extend it to agents. Which method should UC's agent choose to dynamically use the best API service?

A) Agent-to-Agent (A2A) protocol support
B) MuleSoft connector for custom hosted processes
C) Model Context Protocol (MCP) server support

2. Cloud Kicks (CK) recently finished the development of a new prompt template that uses its own large language model (LLM). CK is deploying a prompt template from a sandbox to a production org, and is receiving an error. When trying to deploy the change set, CK is getting an error related to the LLM used in the prompt template. What is the cause of the error?

A) BYOLLM is not yet supported for in prompt templates in production.
B) The name of the LLM does not match in sandbox and production.
C) The prompt does not specify that it is a custom LLM.

3. When configuring a prompt template, an Agentforce Specialist previews the results of the prompt template they've written. They see two distinct text outputs: Resolution and Response. Which information does the Resolution text provide?

A) It shows the response from the LLM based on the sample record.
B) It shows which sensitive data is masked before it is sent to the LLM.
C) It shows the full text that is sent to the Trust Layer.

4. What is a key benefit of the Agent-to-Agent (A2A) protocol?

A) Provides a standardized framework for cross-vendor agent discovery and communication
B) Provides a standardized runtime engine for internal agent discovery and communication
C) Allows auto-onboard third-party agents without additional contracts, trust scores, or shared identity controls

5. Universal Containers' current AI data masking rules do not align with organizational privacy and security policies and requirements. What should An Agentforce recommend to resolve the issue?

A) Add new data masking rules in LLM setup.
B) Configure data masking in the Einstein Trust Layer setup.
C) Enable data masking for sandbox refreshes.

Solutions: