Editorial
The Task API: Structured Agent-to-Agent Delegation
Optimize agent-to-agent communication with ADK 2's Task API. Perform single-turn bounded delegation without conversational context overhead.
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Editorial
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.
Editorial
From Executor to Graph: ADK 2's Workflow Runtime
Master ADK 2's graph-based Workflow Runtime. Construct deterministic execution pipelines with Sequential, Branch, and Loop agents.
Editorial
Guaranteed Structured Output with Pydantic Schemas
Eliminate JSON parsing failures in AI workflows. Enforce guaranteed structured outputs with Pydantic models in Google ADK 2.
Editorial
Sessions & State: Making CartPilot Remember the Cart
Master multi-turn conversational memory and session persistence in ADK 2. Isolate state with InMemorySessionService and minimize context window token inflation.
Editorial
Giving Agents Tools: Python Functions as First-Class Capabilities
Equip your ADK 2 agents with typed Python tools. Learn schema auto-generation, tool payload optimization, and cost-conscious tool design.