The Agent Development Kit (ADK) provides a Java-based framework for developers to define agent behavior, orchestration logic, and tool integration directly in code. It supports building sophisticated single and multi-agent systems with fine-grained control over debugging, versioning, and deployment. The toolkit integrates with Google Cloud services and offers a rich ecosystem of pre-built and custom tools for extending agent capabilities.