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Operations

  • Deployment & GitOps

    Sizing, scaling, storage, and the GitOps deploy flow from helmfile PR to live cluster.

    Deployment

  • Observability

    Metrics, logs, Grafana dashboards, and alert rules as code.

    Observability

  • Runbooks

    Operational runbooks for common failure scenarios: wedged pods, memory stack issues, CI failures.

    Runbooks

  • Security

    Bot identity, approval gates, prompt-injection defenses, and webhook authentication.

    Security