A shared metadata-pass frame encloses a specific canary-gate action and a shallow be-more-careful action. Both pass the checker, but filled fields cannot certify causal learning.

Postmortems are for learning, not blame

After an incident, a postmortem should explain what happened, what people knew at the time, and which changes could reduce future harm. Blamelessness makes candid reporting safer. It does not guarantee that an incident cannot recur, remove ownership, or turn every explanation into an established fact. Learning requires both an honest account and evidence that useful follow-up actually happened. ...

March 5, 2027 · 5 min · XB Field Notes