Why Incident Post-Mortems Fail Without Data-Backed Timelines

Most incident investigations fail because their timelines are reconstructed from fallible human memory rather than actual system data. This article argues that post-mortems built on data sources—OpenTelemetry traces, deployment events, metric timestamps—uncover real root causes and prevent recurrence. Organizations that treat observability as an afterthought are doomed to repeat the same failures.