In this blog, we show union-type structured output allows AI agents to handle uncertain outcomes, critical for auditable and accurate vulnerability triage.

The post Embracing Uncertainty with AI Agents: Vulnerability Assessment using Pydantic AI appeared first on Realm.Security.

The post Embracing Uncertainty with AI Agents: Vulnerability Assessment using Pydantic AI appeared first on Security Boulevard.

Colin Jermain

Source: Security Boulevard
Source Link: https://securityboulevard.com/2026/01/embracing-uncertainty-with-ai-agents-vulnerability-assessment-using-pydantic-ai/