The ADK, now in public preview, is a code-first SDK for building and operating production-ready AI agents across popular Python frameworks, including LangGraph, LangChain, CrewAI, and AutoGen. Built-in tracing, evaluations, and Knowledge Base support make it easier to move from local development to production.