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The tools are ready. So why are most cloud native teams still running three observability stacks?

calendar_today May 6, 2026 person Ila Bandhiya, Middleware domain cncf

I’ve spent enough time in and around cloud native infrastructure to know that we’re reasonably good at standardizing the theory. OpenTelemetry for instrumentation, Prometheus for metrics, Jaeger and Tempo for distributed tracing, Fluentd or Loki for log aggregation — the community has built real consensus around these tools over the years. The tooling has matured. The standards exist.

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