9 articles in this series
December 1, 2025 • Google, Agent Development Kit, Agents
Google Agent Development Kit (ADK) is a flexible and modular framework for developing and deploying AI agents.
December 3, 2025 • Google, Agent Development Kit, Agents
Google Agent Development Kit (ADK) is a flexible and modular framework for developing and deploying AI agents. It offers different types agents.
December 5, 2025 • Google, Agent Development Kit, Agents
LLMs are stateless. Every API call to an LLM is independent. The model does not inherently remember what was said before. Yet meaningful conversations are inherently multi-turn, contextual, and stateful.
December 12, 2025 • Google, Agent Development Kit, Agents
Callbacks are user-defined functions that hook into an agent's execution pipeline at predefined checkpoints. They let you observe, customize, and control agent behavior without modifying the ADK framework code.
December 18, 2025 • Google, Agent Development Kit, Agents
You have agents, tools, callbacks, and sessions. But what actually runs them? The Runner is the central orchestrator that powers every agent interaction in Google ADK, driving the event loop that connects all these pieces together.
December 20, 2025 • Google, Agent Development Kit, Agents
An agent that can only use the tools you hard-code into it has a ceiling. The Model Context Protocol (MCP) shatters that ceiling by giving your ADK agents a standardized way to discover and use tools hosted anywhere — local processes, remote servers, or cloud services.
December 23, 2025 • Google, Agent Development Kit, Agents
Your agent needs to talk to the outside world. It needs to call REST APIs, delegate complex work to specialized agents, authenticate with protected services, and kick off operations that take minutes instead of milliseconds. Google ADK provides four powerful patterns to make all of this possible.
January 26, 2026 • Google, Agent Development Kit, Agents
Automating content creation with a team of AI agents that research, write, edit, and publish
January 27, 2026 • Google, Agent Development Kit, Agents, A2A
Google Agent Development Kit (ADK) is a flexible and modular framework for developing and deploying AI agents. It offers native support to interact with other agents via the agent-to-agent protocol.