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KUBEWISE · KUBERNETES MATURITY AUDIT · CLOSED SOURCE · PRIVATE BETA

Your cluster has a doctor now. KubeWise reads your whole cluster, read-only, and tells you exactly how mature — and how healthy — it really is.

A single self-contained binary audits every workload, scores your cluster's maturity 0–100, and hands back a prioritized, explained report — the config problems that cap your score and the runtime symptoms breaking things right now. No data ever leaves the cluster.

🍼

Critical

0–39

"just born" — open criticals, no guardrails.

🧒

Basic

40–59

"learning to walk" — probes and limits still missing.

🧑

Intermediate

60–79

"growing up" — the essentials are in place.

🧑‍🔧

Advanced

80–94

"self-sufficient" — hardened, well-operated.

🎓

Excellent

95–100

"graduated" — best practice, end to end.

Maturity is the check-up. Health is the emergency room — see below.

Two different questions. Never the same number.

The check-up

Maturity

A graded 0–100 score of configuration best practices, reconstructible by hand from the published breakdown. It answers "how well-run is this cluster?" and it's the number you improve over time.

The diagnosis

Health

What is actually broken right now: crash loops, OOM kills, a Service with no endpoints, unschedulable pods. Observed at runtime and reported as symptoms — it never inflates or deflates the maturity score. A 95/100 cluster can still be on fire; KubeWise says both, honestly.

How a consultation works.

1 · Consultation

One read-only pass over the whole cluster. No agent to install per workload, no data leaves.

2 · Diagnosis

Every finding carries why it matters, the evidence, and often the root cause. Premium correlates them into causal chains: "app unreachable ← pods OOMKilled ← memory limit too low".

3 · Prescription

A fix for each finding, and (Premium) a remediation plan bucketed today / this week / this month, with the maturity you'd reach at each step.

4 · Follow-up

Re-scan on a schedule; "what changed" and the maturity trend over time (persistent history is Premium).

A real maturity report.

kubewise · cluster maturity report
KubeWise Cluster Maturity Report
Cluster:   shop-prod
Maturity:  74 / 100   (INTERMEDIATE)   [ruleset v2]
Issues:    12  (2 critical, 6 warning, 4 advisory) · 3 observed at runtime

#1  CRITICAL · config · Service has no endpoints
    Service/payments-api   (ns: shop)
    Why:  every request to it fails — the selector matches no ready pod.
    Fix:  make spec.selector match the backing workload's pod labels.
    → caps the cluster score: an open critical can't read "excellent"

#2  WARNING · runtime · Container OOMKilled        ← health, not score
    Deployment/checkout   restarted 47× in 3h
    Why:  killed at its 128Mi limit; peaked at 320Mi over 7d (Prometheus).

premium ▸ diagnosis: "checkout unreachable"
         Service/checkout has no endpoints  ←  pods OOMKilled  ←  memory limit too low

0–100

a maturity score you can reconstruct by hand — every point traces to a rule and a weight

read-only

get/list only, secrets stripped at collection · no data leaves the cluster

config vs runtime

"misconfigured" and "actually broken" are never the same number

What you get, in the Community beta.

Under the hood

20+ config rules across 6 categories — probes, requests/limits, image:latest, pod security, RBAC cluster-admin, NetworkPolicy, quotas, orphans, HPA…

Maturity score + per-category breakdown + severity floor

Runtime findings — OOM, crash-loop, image-pull, unschedulable, mount, probe, node health

Per-object explain — evidence + cause, dependency graph, Mermaid export

HTML (standalone page), SARIF (GitHub code scanning) + JSON export

CI gate — -fail-under

In-cluster server with /metrics (Prometheus)

"What changed" + maturity trend across scans

Community vs Premium.

Feature Community Premium Coming soon
Config rules (probes, requests/limits, image:latest, pod security, RBAC, NetworkPolicy, quotas, orphans, HPA…)
Maturity score + per-category scores + severity floor
Runtime findings (OOM, crash-loop, image-pull, unschedulable, mount, probe, node health)
Per-object explain (evidence + cause), dependency graph, Mermaid
Export HTML (standalone page), SARIF (GitHub code scanning) + JSON
"What changed" + trend (in the process)
Correlation / causal diagnostics ("app unreachable ← OOM ← memory limit too low")
Remediation plan (today / this week / this month, cumulative maturity)
Persistent history (survives a restart)
External sources: Prometheus (rightsizing, CPU throttling), metrics-server, Istio (sidecar coverage)

One binary. Premium unlocks with a signed license key — until then, everything above the line is free in the beta.

Trust & security.

KubeWise Community — currently in private beta

Tell us about your cluster and what you're trying to solve. We read every application.

Apply for the KubeWise beta

Closed source. No source access is granted through the beta.