
Multi-Agent by Design: Coordinator and Specialist Sub-Agents
Architect scalable multi-agent systems in ADK 2. Build a central Master Coordinator that routes requests to specialized search, cart, and support agents.
Technical guides and step-by-step instructions on building cloud-native applications, engineering thought leadership, and scaling Agentic AI.

Architect scalable multi-agent systems in ADK 2. Build a central Master Coordinator that routes requests to specialized search, cart, and support agents.

Master ADK 2's graph-based Workflow Runtime. Construct deterministic execution pipelines with Sequential, Branch, and Loop agents.

Eliminate JSON parsing failures in AI workflows. Enforce guaranteed structured outputs with Pydantic models in Google ADK 2.

Master multi-turn conversational memory and session persistence in ADK 2. Isolate state with InMemorySessionService and minimize context window token inflation.

Equip your ADK 2 agents with typed Python tools. Learn schema auto-generation, tool payload optimization, and cost-conscious tool design.

Build your first autonomous AI agent with Google ADK 2.0 and Gemini. Learn project structure, agent definitions, dev tooling, and live chat with adk web.