Practical uses
- Monitor a Kubernetes production infrastructure.
- Centralize logs, metrics, traces for cross-layer troubleshooting.
- Set up incident alerts on critical services.
- Build dashboards for operational presentations.
Pros and cons
What Grafana does especially well — and the limits to anticipate.
Pros
- Unified platform for all telemetry types.
- Robust free plan (not just a demo).
- Open source (self-hosted possible).
- Native Prometheus/Loki/Tempo support (open standards).
- Adaptive Telemetry to optimize costs.
- Grafana Assistant (AI) for analysis.
Cons
- Complex configuration interface for beginners.
- Significant usage costs without Adaptive Telemetry enabled.
- Limited free support (community).
- Requires observability expertise.
Grafana: when it makes sense.
Grafana is the leader in modern observability for complex infrastructure; open source + Cloud offering gives flexibility and scalability.
Keep if
You have complex infrastructure (Kubernetes, microservices, multi-cloud).. You want to unify metrics, logs, and traces in one place.
Challenge if
You have simple monitoring needs (few classic servers).. You find the ecosystem too fragmented (too many data sources).
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