CHOOSE YOUR
ENTRY POINT.

Four disciplines connected by one question: where does trust break?

Vulnerability Hunting

Exploring how AI applications fail, where trust breaks, and what makes a finding worth fixing.

Taking software apart, tracing its behavior, and turning the evidence into useful defenses.

Connecting application flaws, infrastructure exposure, and identity decisions through scoped testing.

Exploring the firmware, physical interfaces, and trust mechanisms beneath intelligent devices.