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DevOps AI ToolKit

Prometheus & Monitoring Operations

Turn raw metrics into alerts that mean something: PromQL, alert rules tied to symptoms, Grafana, and the observability stack.

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Who it’s for
Engineers responsible for monitoring and on-call signal quality.
Prerequisites
You have Prometheus and/or Grafana running somewhere.

Skills you’ll build

  • Write useful PromQL
  • Author alert rules on user-facing symptoms
  • Reduce alert fatigue
  • Assemble an observability stack
4 modules · self-paced
  1. Module 1

    Metrics and PromQL

    Query the signals that matter (RED/USE) instead of dashboards nobody reads.

  2. Module 2

    Alert rules that page correctly

    Generate alert rules, PromQL, and runbooks tied to symptoms — not noise.

  3. Module 3

    Grafana dashboards

    Build dashboards that answer "is the user affected?" at a glance.

  4. Module 4

    Use observability in an incident

    Drive a real triage from metrics → logs → traces in the workspace.

    Exercise

    Error rate is up and you have metrics, logs, and traces. Use them in order to localize the failing service; record what each told you.

    Open in Workspace →

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