The article discusses the creation of an AI agent designed to automate the triage of AWS GuardDuty alerts using tools and structured outputs. It outlines the technologies used, including PydanticAI and Discord integration, and describes the agent's functionality in assessing alerts, retrieving contextual information, and providing structured responses. The author shares insights from testing the agent with various GuardDuty findings, highlighting its ability to classify alerts accurately based on context.