Interactive challenge

LLM Observability Challenge

Build the signal model needed to debug user latency, runtime saturation, GPU pressure, traces, logs, and alerts.

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Difficulty

Medium

Duration

45 min

Persona

SRE

Tools

Prometheus, Grafana, OpenTelemetry

Prerequisites

Metrics stackLLM or mock inference workload

Active step 01

Prepare the platform boundary

running

Create or identify the namespace, labels, and ownership metadata that make the workload reviewable.

lab@k8sllm:llm-serving

Kubernetes context is loaded. Type commands directly or run the step sequence.