Your inference p50 is fine but p99 latency spikes under load. How do you fix tail latency?

Users feel the p99, not the median, and the tail is where serving systems quietly fail. The causes are queuing and batching effects, not a slow model. Here is how to flatten it.

Updated Aug 2026 · Grounded in real Applied AI Engineer interview loops and written to a senior-engineer editorial bar.