Cutting logging costs while making incidents faster to debug

// 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.