Topic
Opentelemetry
4 episodes
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Bringing Advanced Sampling to the OpenTelemetry Collector
Honeycomb is donating its adaptive tail sampling processor to OpenTelemetry, moving beyond rigid static rules toward dynamic, fingerprint-aware sampling that keeps rare traffic visible while capping costs. The key insight: trace fingerprinting plus logarithmic rate normalization lets you hit a throughput or percentage budget across heterogeneous traffic patterns without losing coverage of low-volume journeys.
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What can you do with OpenTelemetry entity events?
Fern and Lintel dig into OpenTelemetry entity events as the missing inventory layer in observability: a stream of what exists, how it changed, and how to query it over time. They like the event-sourced, bi-temporal graph idea, the exact-identity discipline, and the move to expose it through GraphQL and MCP, while noting the model is still evolving and producers have to get identity right.
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OpenTelemetry Graduates to CNCF
OpenTelemetry has graduated to the Cloud Native Computing Foundation's (CNCF) highest maturity level, signifying its production-readiness for enterprise use and its status as a vendor-neutral standard for collecting, processing, and exporting telemetry data.
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Introducing OTel Blueprints and Reference Implementations
Justy and Cody dissect the new OpenTelemetry Blueprints initiative. Cody argues that 'accidental complexity' is often just organizations refusing to make hard architectural choices, while Justy sees the Blueprints as a crucial on-ramp for teams drowning in configuration options. They debate whether prescriptive guides will actually solve the fragmentation problem or just create a new layer of abstraction that people ignore.