SequentialAgent

A developer built GiftAdvisor, a multi-agent gift recommendation system using Google's Agent Development Kit (ADK) and Gemini 3.1 Flash Lite. The system splits the task across three specialized agents…

The authors detail the process of refactoring a monolithic AI sales research agent named "Titanium" for production readiness. Key lessons included replacing a fragile linear script with a distributed …