You gotta build a "digital twin" of the mess you're actually going to deploy into, especially with stuff like mcp (model context protocol) where ai agents are talking to data sources in real-time.

Stolen credentials turn authentication systems into the attack surface. Token shows how wearable biometric authentication ...

A severe Android intent‑redirection vulnerability in a widely deployed SDK exposed sensitive user data across millions of ...