Google Cloud Professional Agentic Architect Study Blueprint

Welcome to the Agentic AI Vantage Study Blueprint

This study track is a practical quick-reference and visual architecture companion for the Google Cloud Professional Agentic Architect certification, using Rosku Bank enterprise case studies to illustrate real-world design trade-offs. Because Google Cloud’s agentic AI platform evolves rapidly, this course is continuously refined—always refer to the official Google Cloud documentation for exhaustive product specifications.

1. The 5 Certification Domains & Exam Weights

Domain	Core Architectural Focus	Exam Weight	Jump to Study Track
Section 1: Agent Solutions	Deterministic automation vs. single/multi-agent trade-offs, low-code Agent Designer, the ADK scaling bridge, and Customer Engagement Suite (CES) hybrid flows, playbooks, and omnichannel warm handoffs.	~14%	1.0 Section 1 Roadmap →Practice Questions →
Section 2: AI-Assisted Dev	Configuring Google Antigravity, Gemini CLI, and Claude Code on Google Cloud: 3-tier context hierarchies, on-demand custom skills, MCP developer tooling, subagent decomposition, and headless CI/CD sandboxing.	~16%	2.0 Section 2 Roadmap →Practice Questions →
Section 3: Custom Agents	Single-agent and composite multi-agent orchestration in ADK (LlmAgent, Sequential, Parallel, Loop), MCP Toolbox for Databases, Agent Search, RAG Engine, Context Caching, Memory Bank, and A2A protocol.	~33%	3.0 Section 3 Roadmap →Practice Questions →
Section 4: Eval & Deploy	Trajectory evaluation (EXACT, IN_ORDER, ANY_ORDER) & Rubric Autoraters, hosting on Agent Runtime, Cloud Run, and GKE Agent Sandbox, Agent Starter Pack CI/CD gates, and Cloud Trace observability.	~22%	4.0 Section 4 Roadmap →Practice Questions →
Section 5: Security & Governance	Perimeter defense with Agent Gateway & Model Armor, Managed Agent Identity, Principal Access Boundaries (PAB), OAuth 2.0 Auth Manager, deterministic ADK callbacks/HITL, and fleet governance (ADC, App Hub, Agent Registry).	~15%	5.0 Section 5 Roadmap →Practice Questions →

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2. How to Use This Study Companion

1. Review the Domain Roadmaps

Start each section with its Domain Roadmap (1.0 through 5.0) to review the core architectural themes and access the official Google Cloud exam guide reference.

2. Explore Interactive Architecture Labs

Step through interactive SVG flow simulators, key concept definitions, and decision matrices across all five sections to see how enterprise guardrails, runtimes, and protocols behave under the hood.

3. Practice Scenario Simulators

Test your architectural judgment with 150 scenario-based practice questions (30 per section) featuring instant rationales, architecture strips, and topic filters.

Living Curriculum & Documentation Notice: No exam preparation guide is ever exhaustive on its own, and Google Cloud products evolve continuously. Treat this platform as a high-yield architectural quick reference and always consult official Google Cloud Documentation for complete, up-to-the-minute technical specifications.

Independent Educational Platform & Trademark Disclaimer: Agentic AI Vantage (www.agenticaivantage.com) is an independent educational resource and is not affiliated with, sponsored by, or endorsed by Google LLC. Google Cloud, Gemini, Vertex AI, and related marks are trademarks of Google LLC. All enterprise case studies (including Rosku Bank), interactive diagrams, and practice questions are independently authored educational simulations designed to teach cloud architecture concepts.