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How Adaptive Tail Sampling Works in the OpenTelemetry Collector

calendar_today September 21, 2026 person Mike Goldsmith domain honeycomb

A technical deep dive into Honeycomb’s adaptive tail sampling processor for the OpenTelemetry Collector: how decisions get made, the samplers available, how thresholds compose with the rest of a sampling pipeline, performance benchmarks, deployment limitations, and how it compares to Refinery.

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