Engineering Notes
Designing Retry Systems that Don’t Melt Your Queue

Retries improve resilience until they become traffic multipliers. The goal is controlled recovery, not blind repetition.
Bound retries by policy
Tie retry budgets to business criticality and failure classes, then cap concurrency to avoid self-inflicted outages.