Google ADK
Build multi-agent AI pipelines with Google's open framework
Expert verdict
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3-1The Panel's Take
Google's Agent Development Kit (ADK) is an open-source Python framework for building, evaluating, and deploying multi-agent AI systems. It gives developers the orchestration primitives needed to connect multiple AI agents into pipelines, workflows, and hierarchies — so one agent can spawn others, delegate tasks, share context, and coordinate on complex goals. Released alongside Gemini CLI in April 2026, it already has 8,200+ GitHub stars. ADK is model-agnostic but optimized for Gemini. It integrates natively with Google Cloud services including Vertex AI and Cloud Run, making it a natural fit for teams already in the Google ecosystem. Developers can define agent graphs in Python, add tool-calling capabilities, configure memory and state management, and deploy the result as a containerized service or serverless function. The framework enters a competitive space against LangGraph, AutoGen, and CrewAI — but Google's infrastructure integration and the free Gemini CLI tier make ADK a compelling choice for teams that want a managed path from prototype to production without managing their own orchestration infrastructure.
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Google ADK verdict: SHIP 🚀 3 ships · 1 skip from the expert panel Full review: shiporskip.io/tool/google-adk-agent-development-kit-python-multi-agent-2026
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<a href="https://shiporskip.io/api/badge-click/google-adk-agent-development-kit-python-multi-agent-2026" target="_blank" rel="noopener"><img src="https://shiporskip.io/api/badge/google-adk-agent-development-kit-python-multi-agent-2026" alt="Google ADK Ship verdict on ShipOrSkip" width="360" height="90" /></a>[](https://shiporskip.io/api/badge-click/google-adk-agent-development-kit-python-multi-agent-2026)<iframe src="https://shiporskip.io/embed/google-adk-agent-development-kit-python-multi-agent-2026" title="Google ADK ShipOrSkip verdict" width="360" height="260" style="border:0;border-radius:16px;max-width:100%;" loading="lazy"></iframe>The reviews
“If you're already on Google Cloud, ADK is the cleanest path to multi-agent production systems right now. The Python API is intuitive, the Vertex AI integration removes a lot of DevOps overhead, and 8,200 stars in a few weeks means the community is already finding it useful.”
“LangGraph has a year head-start, a larger ecosystem, and works with every model provider. ADK is arguably just a Google-flavored re-skin with better GCP hooks. Unless you're already committed to Google Cloud, the switching cost isn't worth it yet.”
“Multi-agent orchestration is the infrastructure layer that will define how AI systems are built for the next decade. Google open-sourcing ADK while giving away Gemini access for free is a land-grab for developer mindshare — and it's working.”
“For content teams building automated pipelines — research agents feeding writing agents feeding publishing agents — ADK provides the connective tissue without requiring a backend engineer to wire it all together. The visual graph debugging alone is worth the switch from manual chaining.”