A Rework challenge from URL shortener. One of your links is going viral: every twenty seconds, four times the usual clicks arrive at once, and a third of them fail. Answer every click within 100 ms through the bursts, and spend as little as you can.
The design you start with: p99 14ms, 0% of requests failing, 84/s answered.