A Foundations lesson, about 10 minutes. Add servers to fix one bottleneck, and watch the next one appear behind it.
Before the fix: p99 708ms, 45% of requests failing, 108/s answered. After it: p99 164ms, 0% of requests failing, 138/s answered.