# Exercises — Reconciliation, Retry & DLQ

1. Add jittered exponential backoff and a reconciliation query. Set alert thresholds for unresolved UNKNOWN payments.
2. Write a failure test that fails before the fix and passes afterward.
3. Describe production persistence and concurrency requirements.