A Tune challenge from URL shortener. Your link shortener is on the front page today: 2,000 clicks a second, twice a normal day, and over a third of them fail. Answer every click within 100 ms, changing only settings, and spend as little as you can.
The design you start with: p99 213ms, 36% of requests failing, 1.3k/s answered.