DevOps & CI/CD

Continuous Profiling with Pyroscope

DevOps & CI/CD diagram · made in Skemio

Architecture diagram showing microservice agents pushing sampled stack traces to a Pyroscope ingestor, storing profile tries, and rendering interactive flame graphs in Grafana.
Architecture diagram showing microservice agents pushing sampled stack traces to a Pyroscope ingestor, storing profile tries, and rendering interactive flame graphs in Grafana.
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What it shows

  • Samples stack traces at 100Hz with less than 2% compute performance overhead
  • Merges flame graph samples in memory to store days of profiling in megabytes
  • Pinpoints memory leaks and CPU hogs directly down to the source function name

The takeaway

Continuous profiling fills the gap between metrics and traces by surfacing line-by-line runtime waste.

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