A strategic roadmap for developing a multi-agent content creation and marketing application on Google Cloud. It emphasizes a shift from manual workflows to autonomous, end-to-end systems that orchestrate tasks from ideation to distribution using specialized AI agents. The architecture leverages Google's Agent Development Kit (ADK) for building flexible systems, Vertex AI Agent Engine for scalable deployment, and Google Agentspaces for user interaction. The document details core architectural patterns like Coordinator/Dispatcher and Generator-Critic, and introduces specialized sub-agents such as Research, Content Generation, Social Media & Marketing, and Human-in-the-Loop (HITL) agents, all integrated with various Vertex AI services like Gemini API and Imagen API. The roadmap concludes with a four-phase development and deployment plan, from initial Proof of Concept to continuous operations and refinement, highlighting a future vision of Agentic AI for DevOps.

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