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phase 5 session info modal
Day 1 – April 22, 2026
Solution Talks
SOL320 • App Dev, Architecture • Advanced Technical
Building multi-agent orchestration: Key challenges and solution approaches
location_on Solution Talks 1 - Palm E
schedule 11:00 AM - 11:45 AM
A single agent is useful, but coordinated teams are game-changers. Scaling multi-agent systems shifts the challenge from prompting to complex orchestration. This deep dive explores managing state, error handling, and task routing in production. We compare hierarchical, graph-based, and broadcast architectures, sharing battle-tested patterns for Google Cloud. Learn to implement robust recovery for chain failures, design efficient agent-to-agent communication, and secure tool-use via Vertex AI and Gemini for enterprise-scale deployment. Read more
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