Dreyfus model + dreyfus squared
Dreyfus model
Novice: needs rules
best practices
nothing else
keep it simple
Advanced beginner: test rules
break rules
test the limits
Competent: applies rules
has internalised
Proficient: falls back on rules
instinct, instinct, insight
don't trust it yet
Expert: transcends rules
no longer think in rules
Dreyfus Squared
novice + expert = x-(
someone dies
advance + advanced
massive learning
don't put into prod
competent + novice = :-)
proficient + expert = :-D