Deploying Distributed Multi-Agent Systems to Google Cloud: Live Demo

Watch a complete multi-agent AI system deploy to Google Cloud in real-time.

In this live demo, I deploy a production-ready distributed multi-agent system that creates full Instagram campaigns in 90 seconds. You'll see 5 specialist AI agents deployed to Cloud Run and 1 orchestrator deployed to Vertex AI Agent Engine—all communicating via the A2A (Agent-to-Agent) protocol.

What You'll See:

✅ 5 specialist agents deployed to Cloud Run (parallel deployment in 5 minutes)
✅ Creative Director orchestrator deployed to Vertex AI Agent Engine
✅ Live execution in Agent Engine Playground
✅ Real-time A2A protocol communication between agents
✅ MCP integration with Notion API
✅ Complete campaign generation (research → copy → design → review → timeline)

The System:
• Brand Strategist - Market research & competitor analysis
• Copywriter - Instagram posts with captions
• Designer - AI image generation prompts
• Critic - Quality review & feedback
• Project Manager - Notion timeline creation
• Creative Director - Orchestrates the entire workflow

Technologies Used:
Google ADK (Agent Development Kit)
A2A Protocol (Agent-to-Agent communication)
MCP (Model Context Protocol) for Notion integration
Cloud Run (containerized specialist agents)
Vertex AI Agent Engine (orchestrator runtime)
Gemini 2.5 Flash

🔗 RESOURCES:

📂 Complete Code Repository:
https://github.com/Saoussen-CH/ai-creative...

📖 Official Documentation:
• Google ADK: https://github.com/google/adk
• A2A Protocol: https://github.com/a2aproject/protocol
• Model Context Protocol: https://modelcontextprotocol.io
• Vertex AI Agent Engine: https://cloud.google.com/vertex-ai/docs/re...

🎓 DevFest Presentation:    • DevFest Ahlen 2025 I Building Distributed ...  

📧 LET'S CONNECT:
Built something with this? Have questions? Reach out:
GitHub: https://github.com/Saoussen-CH
LinkedIn: https://www.linkedin.com/in/saoussen-chaab...
Medium/Blog: https://medium.com/@saoussen.chaabnia
-Website: https://saoussen-ch.github.io/