4 guides covering common problems, patterns, and production issues in Google ADK.
Google Agent Development Kit (ADK) is Google's official Python framework for building multi-agent AI systems. Graph-based and Gemini-native but model-agnostic, it integrates with Vertex AI Agent Engine for managed production deployment.
Running ADK agents locally is straightforward. Getting them into production -- with scaling, auth, and monitoring -- requires a few extra steps.
ADK has five built-in agent types. Most tutorials only show LlmAgent. Here is when each one is the right choice.
Everything you need to equip your ADK agents with the right capabilities
How to write fast, reliable tests for ADK agents using InMemoryRunner and mocks
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