How AI is applied across API Evangelist and APIs.io. Read my AI disclosure →
API Evangelist API Evangelist
Discovery
Learnings
Guidance
Toolbox
Alignment
API Evangelist LLC

Tail-Based Sampling in the OpenTelemetry Collector: Keeping the Traces That Matter

calendar_today August 25, 2026 person Mateen Ali Anjum domain dzone

Head-based sampling makes a decision the instant a trace starts, before anyone knows whether that trace is boring or the one you will spend Friday night chasing. That is the wrong time to decide. At that point the request has not failed yet, and the slow dependency call that will define it is still milliseconds away.

open_in_new Read original post