Incident Response
Every DataAgent post tagged Incident Response: 3 articles.
Engineering13 minLeft of Boom, Right of Boom: Prevention and Remediation Are One Loop
The industry split reliability into two disciplines: prevent it, and survive it. Both ask the same causal question — which change produces which failure — and neither can answer it alone. Why the postmortem is a broken transfer mechanism.
Nati Shalom • Aug 26, 2026
Engineering14 minThe Great Inversion: AI Writes the Code, Production Pays the Review Bill
Generation got two orders of magnitude cheaper; human verification capacity did not move. GitClear's 2026 data shows duplication at its highest recorded level while refactoring falls — and the defects that reach production are structural, not syntactic.
Nati Shalom • Aug 26, 2026
Engineering11 minWhat Is Remediation in Production Systems? Mitigation, Remediation and Resolution, Defined
Remediation means correcting the condition that caused a fault — not reducing its impact, not restoring service, not closing the ticket. The difference between mitigation, remediation, resolution and recovery, and what makes an action safe to automate.
Nati Shalom • Aug 26, 2026