Agent Development Kit (ADK) is a code-first Python framework for creating sophisticated AI agents. It provides a Workflow Runtime with a graph-based execution engine supporting routing, fan-out/fan-in, loops, retry logic, and dynamic nodes. The Task API enables structured multi-turn agent-to-agent delegation with human-in-the-loop support. It integrates with Google’s Gemini models for agent execution.