We replaced our massive Grafana stack with a single Claude Code skill
Blog post from Frigade
After maintaining a 24-graph, multi-region Grafana dashboard for nine months, Frigade replaced it with a Claude Code skill that queries a read-only Postgres replica in plain English. The company found that while manually built dashboards provided consistent, trusted answers, they became increasingly difficult to adapt as new questions accumulated in miscellaneous sections and required ongoing engineering work. The AI-based approach enables employees to investigate highly specific, previously unanticipated questions without creating permanent visualizations, though its responses can be incorrect and must be verified against the database before informing decisions. Frigade retained scheduled, repository-backed Slack reports for recurring threshold-based monitoring, where consistency and proactive alerts remain important. The company has incorporated a similar read-only assistant into its product, allowing customers to query their own aggregate data while using protections intended to prevent access to sensitive user-level information or database modifications.
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