Beyond Model Calls: How Google ADK 2.0 Turns Agent Workflows into Deployable Python Systems
Google ADK 2.0 separates Agent reasoning and tool use from Workflow execution order and state. This article examines its workflow runtime, Task API, multi-agent composition, MCP tools, evaluation, deployment, and the practical checks required before production adoption.