Multi-agent systems represent the next phase of software automation. In February 2026, I hosted a workshop at GDG Cloud San Fernando Valley focusing on building a distributed multi-agent system.
This hands-on workshop explored orchestrating multiple specialized agents. I demonstrated building a system with specialized agents (Researcher, Judge, Content Builder, Orchestrator) using Gemini and Pydantic.
Key Takeaways:
- Multi-Agent Architecture: Defining specialized agent roles and communication protocols.
- Agent Orchestrator: Building a central coordinator using state machines.
- Pydantic Validation: Ensuring structured, type-safe communication between agents.
- GCP Deployment: Hosting the multi-agent backend on Google Cloud Run.
View the Presentation
- View the Slides: Download the presentation slides
View the workshop slides to see the system architecture diagrams and code examples.