A Tune challenge from URL shortener. A bot is creating a thousand short links a second, and now some clicks on real links fail. Keep every click working within 100 ms, still accept at least 20 new links a second for real people, changing only settings, and spend as little as you can.
The design you start with: p99 254ms, 24% of requests failing, 1.4k/s answered.