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The problem is so pervasive that the Cloud Native Computing Foundation (CNCF) has multiple open source observability projects in either the Incubation or Graduated phase.
Looking at the CNCF stack, the popular frameworks are Prometheus for time series metrics and Jaeger for distributed tracing.
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