Day 2 – April 23, 2026
Breakouts
BRK2-058 • Serverless, Cloud Runtimes, Agents • Technical
LLM Council: Build and scale deterministic ADK agents on Cloud Run
location_on
South Seas J
schedule
4:00 PM - 4:45 PM
Can your agents scale without bankrupting your API quota or your compute budget? Join this session to explore a production-ready architecture that uses the LLM Council pattern, Google’s Agent Development Kit (ADK) for Java and Spring AI, all deployed on Cloud Run. And discover how replacing probabilistic reason-and-act (ReAct) loops with LLM Council enable goal-oriented action planning (GOAP) creates agents that are not only smarter but also significantly lighter and faster – making them the perfect workload for serverless execution.
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