The 10 Failure Patterns
F1 Took Their Word For It
F2 Saw the Problem, Kept Going
F3 Kept Asking After It Stopped Being Useful
F4 Let the AI Decide For You
F5 Treated It Like a Colleague's Review
F6 Assumed Someone Else Would Check
F7 Mixed It In Too Deep
F8 Saw the Pattern, Chose to Ignore It
F9 Believed the Tone, Not the Evidence
F10 Folded When the AI Pushed Back