The instinct after an incident is to add an alert. The higher-value move is usually deleting three that have never led to action — and here’s how to make that argument without losing it.
Retries are the first resilience pattern everyone adds and the one most likely to cause the outage it was meant to prevent. The mechanics of retry storms, and how to bound them.
The incident looks like an application bug for the first hour. Why data failures propagate silently, why they cost more than outages, and what treating data quality as an availability concern changes.