Reading Latency Distributions

Percentiles are useful because they show the shape of the tail. Pair p50, p95, and p99 with request volume and endpoint labels, then trace the slow path before changing infrastructure.

Practical takeaway

Make the next action explicit: define the contract, test the unhappy path, add the smallest useful measurement, and document the tradeoff that future maintainers will need.