Curiosity, shipped.

PurpleLoop

Continuous purple teaming, autonomous.

A Red agent launches attacks against a vulnerable app, a Blue agent reads the logs and writes detection rules, and a Verifier grades how well those rules actually catch the next round. Closed-loop attack-and-defense, run continuously.