Google ADK: A Developer's Honest Deep Dive into Multi-Agent Workflows

Google ADK shifts the focus from simple chatbots to autonomous systems capable of complex coordination via Vertex AI. While the 2.0 alpha introduces advanced graph-based workflows, the framework's true value lies in how it standardizes the orchestration of specialized sub-agents for real-world tasks.