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v25.11.21feat·Nov 21, 2025(7mo ago)

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.

Shipped by

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

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

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  • v26.03.16feat

    Automatic Updates for the Kubeadapt Agent

    A sidecar that checks for safe chart versions, runs version upgrades, and reports the result back to the dashboard.

    Mar 16, 2026

  • v26.03.14feat

    kubeadapt-cli: Your Cluster Costs from the Terminal

    A new CLI tool to query clusters, costs, recommendations, and workloads directly from your terminal. Install via Homebrew or grab the binary. Supports table, JSON, and YAML output.

    Mar 14, 2026

  • v26.03.10improve

    Introducing kubeadapt-agent: Lightweight Kubernetes Metrics Collector, Rebuilt from Scratch

    The original agent is now deprecated. kubeadapt-agent drops every heavyweight dependency, needs only metrics-server, and auto-discovers GPU workloads with a single Deployment.

    Mar 10, 2026

Kubeadapt

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

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