Boundaries as craft
Respect for scope is not paperwork — it is how serious research stays precise. Motion begins after the perimeter reads true.
Specification‑led vulnerability research.
BugBrain is an independent practice built around framework‑grounded discovery: bounded execution, contracts as terrain, and signals that remain intelligible after the run ends.
Scope · before motion
Surface · from specs
Signal · replay‑grade
live posture · synthetic
Ethos
Specs as ground truth
Open shapes and machine‑readable contracts describe where software actually commits. That contract becomes the map.
Evidence as courtesy
Findings should arrive with traces others can follow — not theatrics. Clarity is part of severity.
No product pitch lives here — only posture. Work is conducted under authorized programs, with conservative defaults and an intolerance for ambiguity about intent.