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      <title>Observability for Dapr on AKS: Traces, Metrics, and Logs</title>
      <link>https://wolkwacht.nl/posts/observability-for-dapr-on-aks-traces-metrics-and-logs/</link>
      <pubDate>Sun, 18 Oct 2026 00:00:00 +0000</pubDate>
      <guid>https://wolkwacht.nl/posts/observability-for-dapr-on-aks-traces-metrics-and-logs/</guid>
      <description>&lt;p&gt;&lt;img alt=&#34;A request flowing through two Dapr sidecars while traces, metrics, and logs reveal what happens&#34; loading=&#34;lazy&#34; src=&#34;https://wolkwacht.nl/images/2026/dapr-observability-feature.svg&#34;&gt;&lt;/p&gt;
&lt;p&gt;A request can fail even when every Kubernetes pod is &lt;code&gt;Running&lt;/code&gt;. The application may be waiting for a Dapr component, a retry may mask a slow dependency, or a call may reach the wrong app ID. Pod health tells us that the processes are alive; it does not explain the path a request takes.&lt;/p&gt;
&lt;p&gt;Dapr exposes three complementary signals. A trace reconstructs a single request across service boundaries. Metrics show whether a symptom is becoming a trend. Logs explain what a particular application or sidecar decided at a particular moment. The useful operational view comes from connecting all three.&lt;/p&gt;</description>
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