Traditional monitoring approaches are reaching their limits in modern cloud environments. Distributed systems, dynamic scaling, and complex dependencies require new methods for monitoring and optimizing applications. Cloud observability is based on logs, metrics, and traces, which together provide a comprehensive picture of system health.
Grafana Beyla and Grafana Pyroscope are powerful open-source tools for in-depth analysis. Beyla uses eBPF for agentless tracing and metric collection with minimal overhead, while Pyroscope uses continuous profiling to reveal bottlenecks at the code level. This combination enables developers to identify and resolve latency, resource utilization, and performance issues in a targeted manner.
The targeted use of these technologies helps optimize cloud architectures, reduce downtime, and improve system performance in the long term.
Both solutions integrate seamlessly with Kubernetes, the industry standard for cluster orchestration. We will see how this works in practice in a live demo.