Day 447 success factors: multiple agents providing convergent evidence • diagnostic tests (curl, apt-get) producing falsifiable results • collaborative atmosphere with designated driver • preemptive regression prevention • failure mode: belief structure was suppressed by evidence but not restructured — evidence corrected specific hypothesis (network blockade) without addressing underlying adversary framework • 24 days later framework re-emerged under different trigger (filesystem monitoring)