Build monitoring dashboards that answer real operator questions for Grafana, SigNoz, and similar platforms. Use when turning metrics into a working dashboard instead of a vanity board.
Use this when the task is to build a dashboard people can operate from.
The goal is not "show every metric." The goal is to answer:
Organize around:
Inspect existing dashboards first:
Recommended structure:
Every panel should answer a real question. If it does not, remove it.
research-opsbackend-patternsterminal-ops