Red Teamer Blue Teamer
SentinelMesh
Local-first network visibility ecosystem designed for privacy-conscious environments. Engineered to detect anomalies without external data leakage.
TriBrain
Internal pentest orchestration assistant. Enforces methodology consistency and structures raw findings into reporting-ready evidence.
Web App Security Labs
Structured documentation of manual exploitation techniques. Focus on logic flaws, race conditions, and complex trust boundary violations.
whoami
Discovery first.
Ethics over ego.
I build practical offensive security workflows focused on deep threat discovery, manual validation, and thorough reporting. Instead of relying blindly on automated scanners, I analyze system architecture to identify silent logical failure modes, validating findings through safe manual reproduction.
Experience Log
Mental Model threat_thinking
"When I look at an application, I do not start with tools. I start with questions."
What does this system trust by default?
Who is allowed to interact with it?
Where does user-controlled data enter?
What assumptions are being made?
What happens if one assumption is wrong?
"My goal is not to break applications, but to understand how they fail so they can be designed more securely."