RESEARCH_FILE
Engineering Competence Miscalibration
Engineering competence miscalibration is the systematic gap between an engineer's actual skill level and their internal estimate of it, most commonly running in the direction of underestimation among high performers. Kruger and Dunning (1999) identified that the metacognitive skills needed to accurately assess one's own performance are largely the same skills that constitute high competence — meaning the more capable the engineer, the better they understand the scope of what they don't yet know.
SEE THE PRACTICE
Turn a thought this research explains into one clear move.
THE THOUGHT
“I spent a decade learning what just got automated”
YOUR RECORDED RESPONSE
“The decade taught me what to trust and what to throw out. The tool only speeds up the throwing-out part.”
ONE PRIVATE MOVE
Open a blank note and write down one real decision from the last year where your experience changed the outcome, not the typing. Read it back once, then close the note.
How it sounds in your head
The inner script: 'I've been coding for six years and I still don't know Rust. Everyone at this conference seems to know everything.' The research reads the comparison differently: the engineers who feel most out of depth in a room of experts are often those with enough expertise to accurately perceive how much more there is to learn.