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The Hidden Cost of Bad Telemetry: Finding and Fixing What's Hurting Your Observability

Most organizations believe they need more telemetry. The reality? They're drowning in bad telemetry: PII leaks, excessive spans, bloated resource attributes, and low-value traces that create noise, security risks, and costs without delivering observability value.

Drawing from experience analyzing billions of spans across production environments, this talk reveals the most common instrumentation anti-patterns and shows practical techniques to identify and eliminate them using the OpenTelemetry Collector.

Lernziele

Attendees will learn how to audit their telemetry quality, implement filtering and transformation pipelines, and shift from "collect everything" to "collect what matters."

Speaker

 

Juraci Paixao Kroehling
Juraci Paixao Kroehling is Co-founder and CEO of OllyGarden, an OpenTelemetry-native platform focused on telemetry quality. He is a member of the OpenTelemetry Governance Committee, former Jaeger maintainer, and creator of core OpenTelemetry components including the Collector Builder and Operator. A CNCF Ambassador based in Berlin, Juraci has been contributing to the cloud native ecosystem since its early days.
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