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#Opentelemetry

5 articles tagged with "opentelemetry"

opentelemetryobservability

🕵️ Distributed Tracing with OpenTelemetry: The Case of the Request That Went Missing

Your request touches six services and dies somewhere in the middle. Logs tell you nothing because nobody agreed on a request ID. Here's how OpenTelemetry turns that mystery into a single, followable story.

Sep 04, 2026
5 min read
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observabilitydistributed-tracing

🎯 Tail-Based Sampling: Deciding What to Keep After the Trace Already Happened

Head-based sampling flips a coin before your request even starts. Tail-based sampling waits for the whole story, then decides who deserves a spot in your trace backend — and it changes everything about which bugs you actually see.

Jul 31, 2026
5 min read
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observabilitydistributed-tracing

🧩 The Sampling Bug Nobody Notices: When Half Your Trace Goes Missing

You configured sampling on every service. Each one is working exactly as designed. And yet your traces keep showing up with chunks missing, like a comic book where someone tore out every third page. Here's why, and how consistent sampling fixes it.

Jul 24, 2026
5 min read
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observabilitydistributed-tracing

🎣 Tail-Based Sampling: How to Stop Throwing Away the One Trace You Actually Needed

Head-based sampling decides whether to keep a trace before it even knows if anything went wrong. Tail-based sampling waits for the plot twist. Here's why that difference matters and how to actually run it.

Jul 03, 2026
5 min read
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observabilitymetrics

🔭 Stop Logging Everything: When to Reach for Metrics, Logs, or Traces

Drowning in logs but still blind in production? Metrics, logs, and traces each answer a different question — learn which tool fits which problem before your on-call rotation breaks you.

Jun 12, 2026
6 min read
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