Agents

Building a Multi-Agent LinkedIn Newsletter System with Google ADK

January 26, 2026 • Google, Agent Development Kit, Agents

Automating content creation with a team of AI agents that research, write, edit, and publish

Google ADK - OpenAPI tools, agents-as-tools, authentication, and long-running operations

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.

Google ADK - MCP tools

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.

Google ADK - Runner and execution architecture

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.

Google ADK - Callbacks

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.

Google ADK - Sessions, state, and memory

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.

Google ADK - types of 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.

Introduction to Google Agent Development Kit

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.

Magentic workflows in Microsoft Agent Framework

October 20, 2025 • Microsoft Agent Framework, Workflows, Agents

If you need a workflow that can adapt its routing decisions based on what agents discover during execution, look no further. Magentic is for you!

Group chat workflows in Microsoft Agent Framework

October 18, 2025 • Microsoft Agent Framework, Workflows, Agents

Building dynamic multi-agent discussions where AI agents collaborate, debate, and converge on solutions with GroupChatBuilder