How We Built Runtime Security for AI Agents

AI agents are going to production. And most of them have no security layer underneath them. Over the past eight months, my co-founder Orobosa and I have been building Vaultak; runtime security and behavioral monitoring for AI agents. This post is about what we built, why we built it, and the technical decisions we made along the way. ** The Problem We Kept Seeing ** The pattern is always the same. A team ships an AI agent into production; it writes to a database, sends emails, calls external API