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Service catalog observability tracks discovery, adoption, and runtime accuracy, turning catalogs into measurable infrastructure.

Understand Kubernetes APM by linking request flows with pod, node, and cluster data to get complete visibility at scale.

Understand Kubernetes monitoring metrics that help detect issues early, improve reliability, and keep your cluster performing at its best.

Understand APM tracing to see how a request moves through services, helping you spot delays, errors, and bottlenecks quickly.

Understand how the OpenTelemetry Gateway unifies metrics, logs, and traces, giving you one control point for all telemetry data.

Monitor, debug, and optimize Python apps in production with APM—track transactions, DB queries, errors, and external calls.

Database monitoring tracks performance, health, and availability, helping detect issues early and maintain optimal operations.

Understand how the OpenTelemetry API and SDK work together, clean instrumentation in code, and flexible data processing in configuration.