Google Developers: Why We Built ADK 2.0
What it is
Google's ADK 2.0 post explains how production agent systems are moving toward workflow graphs, specialized agents, deterministic control, and structured multi-agent collaboration. Useful for advanced students who want to understand the difference between a demo agent and a reliable business process.
Why we picked it
Fresh July 2026 technical direction from Google; excellent for showing founders where serious agent architecture is heading.
How you might use it
Knowing what AI can and cannot do is worth more than knowing any single tool. The Lead AI, Don't Follow module is about staying in charge of the direction, not just the output. This resource fits that mindset.
Visit the resource
Go to developers.googleblog.comOpens the official site in a new tab.
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The guided path
Want the guided path? The playbook shows you what to build first, step by step.
Seven workflows. The best tools from this library, arranged into a sequence that gets your first automation running in your first session.