Geek Out Time: Building an Agent2Agent Startup Coach with the newly released Google ADK(Agent…

Geek Out Time: Building an Agent2Agent Startup Coach with the newly released Google ADK(Agent Development Kit)

A few days ago, Google unveiled the Agent Development Kit (ADK) — a powerful, code-first framework designed to streamline the development of intelligent agents and multi-agent systems. While it supports tight integration with Gemini models and Google Cloud, ADK is model-agnostic and works with any LLM via LiteLLM. Built for developers, it offers robust tooling for state management, tool invocation, workflow orchestration, and now, automatic agent delegation. It’s a serious contender in the agentic framework arena, standing toe-to-toe with Microsoft’s AutoGen.

In this Geek Out Time, I tried with a simple multi-agent “Startup Coach” system using Google’s Agent Development Kit (ADK). The system includes:

Then, I shared some thoughts compares to Microsoft’s AutoGen , and validated our observations using Manus.ai .

This is an excerpt — the full article continues on Medium.