How I work
I approach engineering problems experimentally. I try to isolate variables, build controlled tests, identify what changed, and distinguish a plausible explanation from one that is actually supported by evidence.
I am especially comfortable with legacy systems, low-level software, unusual hardware, and products whose behavior cannot be understood from one layer alone.