Battle-Tested Multi-Agent Orchestration Patterns with Google ADK: Parallel, Sequential, and Persistent Sessions

Automated excerpt

_Solving orchestration gaps that block productionizing ADK agents, with runnable code, real numbers, and field-tested lessons. _ Google’s Agent Development Kit (ADK) ships good agent-building primitives: agent factories, tool APIs, agent-to-agent calls, and basic integrations. Try real workflows—parallel subtasks, persistent multi-session state, dynamic agent switching—and the base abstractions collapse. Production orchestration requires agent isolation, coordinated state, robust result handling, and routing that doesn’t devolve into Python spaghetti.

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