STAGE / 01
Understand
Understand architecture, context, purpose, and boundaries before making assumptions.
03METHOD / HOW I WORK
Understand first.
Engineer with purpose.
A practical philosophy for understanding systems, testing evidence, and building solutions that can be trusted.
STAGE / 02
Investigate
Examine attack surfaces, study system behavior, investigate logs, and identify meaningful signals.
STAGE / 03
Validate
Test assumptions, verify evidence, distinguish meaningful findings from noise, and evaluate their actual impact.
STAGE / 04
Engineer
Build, improve, and develop systems with reliability, security, and maintainability in mind.
STAGE / 05
Refine
Document outcomes, learn from results, improve methodologies, and continuously strengthen the solution.