Kubeadapt
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All releases
v25.11.21feat
Nov 21, 2025(9mo ago)

Shipped by

  • Ugurcan CaykaraUgurcan Caykara
  • best-practices
  • security
  • reliability

Best Practices & Configuration Scoring

Audit your Kubernetes configurations against 50+ best practice rules. Get a compliance score per cluster and prioritized fixes across security, reliability, and resource management.

Configuration drift is expensive

Teams deploy workloads without resource limits, skip health probes, run containers as root, and forget PodDisruptionBudgets. Each one is a small risk. Together, they add up to outages, security gaps, and wasted spend.

Kubeadapt now audits every workload in your cluster against 50+ best practice rules and gives you a prioritized list of what to fix.

What gets checked

Checks are grouped into seven categories:

  • Security: running as root, privilege escalation, read-only filesystem, seccomp profiles
  • Reliability: liveness and readiness probes, PodDisruptionBudgets, replica counts
  • Resource configuration: missing requests/limits, CPU limit anti-patterns, memory limit coverage
  • Workload configuration: image pull policy, tag pinning, restart policy
  • Scheduling: topology spread, anti-affinity, node selectors
  • Storage: volume mount permissions, ephemeral storage limits
  • Namespace: resource quotas, limit ranges

Each finding has a severity (critical, warning, info) and a remediation description explaining what to change and why.

Compliance score

Your cluster gets a compliance score from 0 to 100, weighted by severity. Critical findings pull the score down more than warnings. The score updates with every agent snapshot, so you can track improvement over time.

How to use it

Go to Cluster > Best Practices in the dashboard. You'll see the overall score, a breakdown by category, and a list of findings sorted by severity. Click any finding to see affected workloads and the recommended fix.

Newer release
v25.12.05featDec 5, 2025
Capacity Planning: Right-Size Your InfrastructureVisualize node group utilization, identify oversized infrastructure, and run what-if scenarios for instance type changes, spot ratios, and Graviton migration.
Older release
v25.11.07featNov 7, 2025
Spot Instance Migration RecommendationsIdentify workloads that can safely run on spot instances and see projected savings. Blockers like StatefulSets, PVs, and system-critical pods are automatically filtered out.

More releases

See all
  • v26.03.20feat

    Smart Alerting: Catch Cost Issues Before They Hit the Bill

    Rules, channels, and notification policies that watch your spend and page you when something drifts. Self-learning cost-spike baselines, AI incident explanations, and noise control built in.

    Mar 20, 2026

  • v26.03.19feat

    Kubeadapt AI: Helpful Analysis, Without Sending Your Data to an LLM

    Kubeadapt now adds AI analysis right where it can help — explaining incidents, surfacing context, and pointing to next steps. It's free, on by default, and your utilization metrics never leave your workspace.

    Mar 19, 2026

  • v26.03.18improve

    Accurate Pricing for Azure Files Premium Volumes

    Shared (ReadWriteMany) PVs backed by Azure Files Premium are now priced correctly instead of falling back to a wrong static rate. We taught the pricing fetcher about Azure file shares and route them by CSI driver.

    Mar 18, 2026

Kubeadapt

Kubernetes FinOps platform. Cost visibility, rightsizing, and capacity planning that pays for itself in 30 days.

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  • Cost Monitoring
  • Cost Attribution
  • Workload Rightsizing
  • Recommendations
  • Smart Alerting
  • Best Practices
  • Network Cross-AZ

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