Engagement Scenarios
Kubernetes Rescue
A Kubernetes rescue engagement stabilizes a cluster or platform that is already causing operational pain. The first goal is safety, not adding more Kubernetes features.
Common symptoms
- Frequent deployment failures.
- Unclear ownership of clusters and namespaces.
- Missing resource requests or noisy-neighbor incidents.
- Manual cluster changes and drift.
- Broken ingress, DNS, or certificate flows.
- Alert storms or no useful alerts.
- Overly broad cluster-admin access.
- Unmaintained Helm charts or manifests.
Stabilization flow
First fixes
- Identify cluster, namespace, and workload owners.
- Remove unnecessary cluster-admin access.
- Add or fix resource requests and health probes.
- Restore centralized logs, metrics, and alerts.
- Document ingress, DNS, and certificate ownership.
- Reconcile live state with Git or IaC.
- Create upgrade and node lifecycle plan.
Watchouts
- Service mesh rarely fixes basic platform ownership problems.
- Upgrades are risky without workload readiness checks.
- GitOps can amplify mistakes if review and policy are weak.
- A rescue may conclude Kubernetes is the wrong runtime for some workloads.