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Case Studies

Grafana Cloud Cost & Alerting Overhaul

Cut monitoring spend 71% and made alerts actually useful.

Grafana CloudPrometheusLokiPythonAzure FunctionsSlack API

Overview

Runaway metric ingestion was driving roughly $1,090/mo in Grafana Cloud overages, and alerting was slow and noisy. I audited every cost driver, cut what didn't need to be there, and rebuilt alerting around a fast, deduplicated pipeline.

The problem

Runaway metric ingestion was driving roughly $1,090/mo in Grafana Cloud overages, and alerting was slow and noisy, so incidents were noticed late and buried in email.

What I did

  1. 1

    Audited every metric and log stream feeding Grafana Cloud to find what was actually driving cost.

  2. 2

    Reduced or re-tuned the expensive cost drivers and moved heavy usage to cheaper alternatives.

  3. 3

    Built a Python Loki to Slack alerting pipeline, hosted on Azure Functions behind a custom API, with deduplication and suppression windows plus a manual-review web UI.

  4. 4

    Authored 30+ Grafana alert rules routed to Slack and email, replacing noisy email-only alerting.

Tech used

Observability

Grafana CloudPrometheusLoki

Alerting

PythonAzure Functionsslack_sdk

Outcomes

  • Cut Grafana Cloud spend roughly 71%, from about $1,090/mo overage to about $316/mo.

  • Incidents surface faster with far less noise thanks to deduplicated, suppressed alerting.

Want to know more about this?

Happy to walk through the details.