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Exam Code: Professional-Agentic-Architect Vendor: Google Name: Google Cloud Certified - Professional Agentic Architect 75 Q&A with Explanation Last Update: Nov 311, 2026
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Professional-Agentic-Architect Q&A's Detail

Exam Code:
Professional-Agentic-Architect
Total Questions:
75 Q&A's
Single Choice Questions:
68 Q&A's
Multiple Choice Questions:
7 Q&A's

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Google Cloud Certified - Professional Agentic Architect Questions and Answers

Question 1

You are developing an enterprise customer support agent in Customer Experience Agent Studio (CX Agent Studio). The agent handles an order cancellation workflow that requires customer identity verification before invoking an external payment refund tool. During testing, when end users submit complex, multi-sentence requests, the agent frequently skips the intermediate identity verification step and calls the refund tool prematurely.

You need to configure the agent’s behavior to enforce strict, sequential execution of every workflow step.

What should you do?

Options:

A.

Define global instructions in CX Agent Studio’s advanced application settings with broad behavioral constraints to apply to every conversational turn.

B.

Restructure in-console system instructions in CX Agent Studio into XML tags.

C.

Attach a Model Armor security template to the endpoint to sanitize user conversational inputs.

D.

Configure a backward handoff rule on the agent node using a boolean variable check condition to handle transfer errors.

Question 2

You are designing a human-in-the-loop architecture for an enterprise agent built with Agent Development Kit (ADK) that executes high-risk business operations. You must pause agent execution during sensitive tool invocations, present approval requests out-of-band without risk of prompt injection bypass, and reliably resume execution upon human confirmation.

What should you do?

Options:

A.

Configure policy interception using SecureRunner to emit confirmation requests, persist execution state using VertexAiSessionService, and require confirmation through a trusted UI component that returns the exact call ID to resume the session.

B.

Configure Agent Gateway using GatewayPolicyInterceptor to intercept tool payloads, log execution traces using CloudLoggingService, and allow the agent model to parse user natural language confirmation responses from the chat stream.

C.

Configure event notifications using PubSubEventBridge, persist pending execution state using a custom GcsStateStore, and deploy a Cloud Run function that evaluates user approvals using an LLM classification prompt to update the confirmation flag.

D.

Configure Model Armor security templates using FilterConfig to detect sensitive tool requests, pause agent containers using ContainerLifecycleManager, and resume execution when a user submits a natural language approval prompt.

Question 3

You are developing a custom financial analysis agent in Python with Agent Development Kit (ADK). The agent calls an exchange rate function when users request cross-border portfolio valuations, but in multi-turn interactions, the model often passes invalid currency codes or fails to trigger the function. You need to ensure that the agent reliably invokes the function with valid parameter types.

What should you do?

Options:

A.

Implement a custom retry-loop wrapper around the tool execution call to catch malformed parameter exceptions and automatically reprompt the model.

B.

Define tool parameter schemas as unformatted string lists inside the agent system instructions.

C.

Apply a Pydantic @validate_call decorator parameter to the Python function to raise a runtime ValidationError result if an unapproved parameter value is passed to the function.

D.

Define explicit Python type annotations and detailed parameter docstrings in the tool function signature.

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