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Go - Traces vs logs, and the four ways I got a trace tree wrong

BACKGROUND
2 SIGNALSFIRST DETECTED 27 July 2026
Narrative synthesis pending — 2 signals collected.
How the story developed
Other feeds and industry voices
17 Aug
The outbox pattern is four sentences in a blog post. Here are three incidents from running it.

<p>Write the event into the same transaction as the row. Poll the table. Send to Kafka. Mark it sent. That's the whole pattern, and every version of it you'll find online stops

REPORT · HOW · Dev.toOPEN STORY
5 Oct
Trace log #3: Tracing one alert through Alert manager

<p><strong>The signal problem</strong></p> <p>I was trying to understand how mature systems separate signal from noise when many alerts arrive at once. I had been working through

REPORT · WHEN · Dev.toOPEN STORY
13 Apr
Metrics, Logs, Traces, and Audit (Part 3)

<p>When a system reaches a global scale, teams usually have plenty of data. The real problem is figuring out which signals matter.</p> <p>Metrics, logs, traces, and audit records

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27 Jul
Go - Sending traces, logs and metrics to the Victoria* stack

<p>The <a href="https://docs.victoriametrics.com/" rel="noopener noreferrer">VictoriaMetrics</a> folks now have a component for each OTel signal: VictoriaMetrics for metrics,

REPORT · WHAT · Dev.toOPEN STORY
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