You avoid sky high contention and massive latency by not over-selling your products, and ensuring that your contention ratios are sufficiently low to cater for periods of peak demand.
Any "protection" that you build in is most definitely shaping.
It has been avoided by running constant upgrades and tweaks, demand does spike though - which has happened here.