KubeNine
All case studiesObservability

Cutting logging costs while making incidents faster to debug

Cheaper, faster logs that engineers can actually search during an incident.

Reduced significantly

Log cost

Faster triage

Query speed

Configurable & cheap

Retention

The Challenge

The client's existing logging stack was expensive to scale and made it hard for engineers to quickly find relevant logs during incidents.

Our Approach

  • Rolled out Grafana Loki alongside Promtail/Alloy for log shipping.
  • Designed label strategies to keep cardinality low while staying queryable.
  • Integrated Loki with existing Grafana dashboards for a single pane of glass across metrics and logs.
  • Tuned retention and storage tiers to cut cost without losing debugging capability.

The Outcome

Engineers now get faster, cheaper access to logs across all environments, with a system that scales predictably as log volume grows.

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