Failing on purpose: a shedder drops the traffic that matters least, a bulkhead contains a slow dependency, retried deliveries land on a dead letter shelf, and a write-behind buffer trades durability for speed.
Measured as shipped: p99 56ms, 1.7% of requests failing, 214/s answered.