{"adoption": {"forks": 251, "observed_at": "2026-08-28T04:04:58.412465+00:00", "stars": 1525}, "canonical_url": "https://ross.abutalabs.com/products/kubeone", "card": {"archived": false, "artifact_type": "cli-tool", "description": "Kubermatic KubeOne automate cluster operations on all your cloud, on-prem, edge, and IoT environments.  ", "domain": ["cloud-computing", "infrastructure-as-code", "self-hosted", "iot"], "enriched": true, "function": ["deployment", "infrastructure-as-code", "container-orchestration", "configuration-management", "cli"], "health_score": 100, "homepage": "https://kubeone.io", "language": "Go", "license": "Apache-2.0", "license_family": "permissive", "maturity": "active", "member_repos": ["kubermatic/kubeone"], "name": "kubermatic/kubeone", "platform": ["cli", "cross-platform"], "pushed_at": "2026-08-26T07:04:53+00:00", "repo": "kubermatic/kubeone", "stars": 1525, "tags": ["kubernetes", "cluster-lifecycle", "kubernetes-installer", "terraform-integration", "cluster-api", "high-availability", "edge-computing", "on-premises", "containers", "devops", "linux", "macos"], "topics": ["kubernetes", "cluster-api"], "urls": [], "use_cases": ["install a highly available kubernetes cluster on aws or vsphere", "upgrade and repair kubernetes clusters from the command line", "deploy kubernetes on bare metal or on-prem datacenter", "run kubernetes clusters on edge or iot devices", "provision clusters declaratively from yaml manifests with terraform integration", "manage worker nodes with cluster-api"], "what_it_is": "KubeOne is an open-source CLI tool by Kubermatic that automates the full lifecycle of Kubernetes clusters—provisioning, upgrading, repairing, and unprovisioning—across cloud, on-prem, bare-metal, edge, and IoT environments. It is Kubernetes Conformance Certified, supports HA and single-master clusters, and integrates with Terraform, Cluster-API, and the Kubermatic machine-controller.", "when_to_avoid": ["you need a centralized UI to manage hundreds of clusters at scale (consider Kubermatic Kubernetes Platform)", "you want a fully managed cloud kubernetes service (EKS, GKE, AKS)", "you only need local development clusters (tools like kind or minikube are simpler)"], "when_to_choose": ["you need a conformance-certified kubernetes installer for cloud, on-prem, or edge infrastructure", "you want declarative, CLI-driven full cluster lifecycle management without a management UI", "you already use Terraform and want tight integration for infrastructure provisioning"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/kubeone", "repo": "kubermatic/kubeone", "role": "main", "score": 99}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:04:58.412465+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T04:31:39.929663+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d1f07b5da0b1b85226140944300663dbdda063d4507ae8850cc7c7d44bd1f508", "fetched_at": "2026-08-28T04:04:58.412465+00:00", "kind": "readme", "missing": false, "url": "https://github.com/kubermatic/kubeone"}, {"content_hash": "90b70f1a0e5ee3ba44a0074ef81fb759ccafae33bb0d1a4e7bbbab2f422bd394", "fetched_at": "2026-08-29T11:34:38.397419+00:00", "kind": "homepage", "missing": false, "url": "https://kubeone.io"}, {"content_hash": "e376606592baad08d0864f53bc838199c16fb358dc36e4539b51439c0aff972b", "fetched_at": "2026-08-29T11:34:38.406876+00:00", "kind": "site_page", "missing": false, "url": "https://docs.kubermatic.com"}, {"content_hash": "81073c8b05a9137f91f49e1eb28d2f72561e315df456c3149cf3e274c4c1948d", "fetched_at": "2026-08-29T11:34:38.410465+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/company/about-kubermatic"}, {"content_hash": "d37fe1556e9ecddbba4145ea4669976aa5dd4b5c30f75f2c2472a4ab356578c9", "fetched_at": "2026-08-29T11:34:38.412467+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/products/kubermatic-kubernetes-platform/features"}, {"content_hash": "060fa8a408483c1afdca7e79ec3a8991eb7867af9e38f8a9a54a37b6bb6fa031", "fetched_at": "2026-08-29T11:34:38.416116+00:00", "kind": "site_page", "missing": false, "url": "https://docs.kubermatic.com/kubeone/latest"}, {"content_hash": "c28c0e4fea5d1ebd294ca163d6748c39bccfb0cc9090301e085e17e50830424f", "fetched_at": "2026-08-29T11:34:38.408681+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/topics"}, {"content_hash": "07902d3fd8f995b5025cb18fd306f88cbdd4508de20a709014453a3c64e7be21", "fetched_at": "2026-08-29T11:34:38.414282+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/products/kubermatic-kubernetes-platform/why-kubermatic"}, {"content_hash": "ac0c0fda9c3482b211c8d9bbd40b3495fad53d46f63f524fdeca7e42be0fe400", "fetched_at": "2026-08-29T11:34:38.417680+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/products/kubermatic-kubeone/edge"}, {"content_hash": "194086c96f7eb41a90a0db8e5a91e1ccf4924f907a687c923f4959148e2434aa", "fetched_at": "2026-08-29T11:34:38.420181+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/products/kubermatic-kubeone/onprem"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:04:58.412465+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T04:31:39.929663+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d1f07b5da0b1b85226140944300663dbdda063d4507ae8850cc7c7d44bd1f508", "fetched_at": "2026-08-28T04:04:58.412465+00:00", "kind": "readme", "missing": false, "url": "https://github.com/kubermatic/kubeone"}, {"content_hash": "90b70f1a0e5ee3ba44a0074ef81fb759ccafae33bb0d1a4e7bbbab2f422bd394", "fetched_at": "2026-08-29T11:34:38.397419+00:00", "kind": "homepage", "missing": false, "url": "https://kubeone.io"}, {"content_hash": "e376606592baad08d0864f53bc838199c16fb358dc36e4539b51439c0aff972b", "fetched_at": "2026-08-29T11:34:38.406876+00:00", "kind": "site_page", "missing": false, "url": "https://docs.kubermatic.com"}, {"content_hash": "81073c8b05a9137f91f49e1eb28d2f72561e315df456c3149cf3e274c4c1948d", "fetched_at": "2026-08-29T11:34:38.410465+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/company/about-kubermatic"}, {"content_hash": "d37fe1556e9ecddbba4145ea4669976aa5dd4b5c30f75f2c2472a4ab356578c9", "fetched_at": "2026-08-29T11:34:38.412467+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/products/kubermatic-kubernetes-platform/features"}, {"content_hash": "060fa8a408483c1afdca7e79ec3a8991eb7867af9e38f8a9a54a37b6bb6fa031", "fetched_at": "2026-08-29T11:34:38.416116+00:00", "kind": "site_page", "missing": false, "url": "https://docs.kubermatic.com/kubeone/latest"}, {"content_hash": "c28c0e4fea5d1ebd294ca163d6748c39bccfb0cc9090301e085e17e50830424f", "fetched_at": "2026-08-29T11:34:38.408681+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/topics"}, {"content_hash": "07902d3fd8f995b5025cb18fd306f88cbdd4508de20a709014453a3c64e7be21", "fetched_at": "2026-08-29T11:34:38.414282+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/products/kubermatic-kubernetes-platform/why-kubermatic"}, {"content_hash": "ac0c0fda9c3482b211c8d9bbd40b3495fad53d46f63f524fdeca7e42be0fe400", "fetched_at": "2026-08-29T11:34:38.417680+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/products/kubermatic-kubeone/edge"}, {"content_hash": "194086c96f7eb41a90a0db8e5a91e1ccf4924f907a687c923f4959148e2434aa", "fetched_at": "2026-08-29T11:34:38.420181+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/products/kubermatic-kubeone/onprem"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T04:31:39.929663+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d1f07b5da0b1b85226140944300663dbdda063d4507ae8850cc7c7d44bd1f508", "fetched_at": "2026-08-28T04:04:58.412465+00:00", "kind": "readme", "missing": false, "url": "https://github.com/kubermatic/kubeone"}, {"content_hash": "90b70f1a0e5ee3ba44a0074ef81fb759ccafae33bb0d1a4e7bbbab2f422bd394", "fetched_at": "2026-08-29T11:34:38.397419+00:00", "kind": "homepage", "missing": false, "url": "https://kubeone.io"}, {"content_hash": "e376606592baad08d0864f53bc838199c16fb358dc36e4539b51439c0aff972b", "fetched_at": "2026-08-29T11:34:38.406876+00:00", "kind": "site_page", "missing": false, "url": "https://docs.kubermatic.com"}, {"content_hash": "81073c8b05a9137f91f49e1eb28d2f72561e315df456c3149cf3e274c4c1948d", "fetched_at": "2026-08-29T11:34:38.410465+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/company/about-kubermatic"}, {"content_hash": "d37fe1556e9ecddbba4145ea4669976aa5dd4b5c30f75f2c2472a4ab356578c9", "fetched_at": "2026-08-29T11:34:38.412467+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/products/kubermatic-kubernetes-platform/features"}, {"content_hash": "060fa8a408483c1afdca7e79ec3a8991eb7867af9e38f8a9a54a37b6bb6fa031", "fetched_at": "2026-08-29T11:34:38.416116+00:00", "kind": "site_page", "missing": false, "url": "https://docs.kubermatic.com/kubeone/latest"}, {"content_hash": "c28c0e4fea5d1ebd294ca163d6748c39bccfb0cc9090301e085e17e50830424f", "fetched_at": "2026-08-29T11:34:38.408681+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/topics"}, {"content_hash": "07902d3fd8f995b5025cb18fd306f88cbdd4508de20a709014453a3c64e7be21", "fetched_at": "2026-08-29T11:34:38.414282+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/products/kubermatic-kubernetes-platform/why-kubermatic"}, {"content_hash": "ac0c0fda9c3482b211c8d9bbd40b3495fad53d46f63f524fdeca7e42be0fe400", "fetched_at": "2026-08-29T11:34:38.417680+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/products/kubermatic-kubeone/edge"}, {"content_hash": "194086c96f7eb41a90a0db8e5a91e1ccf4924f907a687c923f4959148e2434aa", "fetched_at": "2026-08-29T11:34:38.420181+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/products/kubermatic-kubeone/onprem"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:04:58.412465+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:04:58.412465+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:04:58.412465+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T04:31:39.929663+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d1f07b5da0b1b85226140944300663dbdda063d4507ae8850cc7c7d44bd1f508", "fetched_at": "2026-08-28T04:04:58.412465+00:00", "kind": "readme", "missing": false, "url": "https://github.com/kubermatic/kubeone"}, {"content_hash": "90b70f1a0e5ee3ba44a0074ef81fb759ccafae33bb0d1a4e7bbbab2f422bd394", "fetched_at": "2026-08-29T11:34:38.397419+00:00", "kind": "homepage", "missing": false, "url": "https://kubeone.io"}, {"content_hash": "e376606592baad08d0864f53bc838199c16fb358dc36e4539b51439c0aff972b", "fetched_at": "2026-08-29T11:34:38.406876+00:00", "kind": "site_page", "missing": false, "url": "https://docs.kubermatic.com"}, {"content_hash": "81073c8b05a9137f91f49e1eb28d2f72561e315df456c3149cf3e274c4c1948d", "fetched_at": "2026-08-29T11:34:38.410465+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/company/about-kubermatic"}, {"content_hash": "d37fe1556e9ecddbba4145ea4669976aa5dd4b5c30f75f2c2472a4ab356578c9", "fetched_at": "2026-08-29T11:34:38.412467+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/products/kubermatic-kubernetes-platform/features"}, {"content_hash": "060fa8a408483c1afdca7e79ec3a8991eb7867af9e38f8a9a54a37b6bb6fa031", "fetched_at": "2026-08-29T11:34:38.416116+00:00", "kind": "site_page", "missing": false, "url": "https://docs.kubermatic.com/kubeone/latest"}, {"content_hash": "c28c0e4fea5d1ebd294ca163d6748c39bccfb0cc9090301e085e17e50830424f", "fetched_at": "2026-08-29T11:34:38.408681+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/topics"}, {"content_hash": "07902d3fd8f995b5025cb18fd306f88cbdd4508de20a709014453a3c64e7be21", "fetched_at": "2026-08-29T11:34:38.414282+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/products/kubermatic-kubernetes-platform/why-kubermatic"}, {"content_hash": "ac0c0fda9c3482b211c8d9bbd40b3495fad53d46f63f524fdeca7e42be0fe400", "fetched_at": "2026-08-29T11:34:38.417680+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/products/kubermatic-kubeone/edge"}, {"content_hash": "194086c96f7eb41a90a0db8e5a91e1ccf4924f907a687c923f4959148e2434aa", "fetched_at": "2026-08-29T11:34:38.420181+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/products/kubermatic-kubeone/onprem"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:04:58.412465+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:04:58.412465+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T04:31:39.929663+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d1f07b5da0b1b85226140944300663dbdda063d4507ae8850cc7c7d44bd1f508", "fetched_at": "2026-08-28T04:04:58.412465+00:00", "kind": "readme", "missing": false, "url": "https://github.com/kubermatic/kubeone"}, {"content_hash": "90b70f1a0e5ee3ba44a0074ef81fb759ccafae33bb0d1a4e7bbbab2f422bd394", "fetched_at": "2026-08-29T11:34:38.397419+00:00", "kind": "homepage", "missing": false, "url": "https://kubeone.io"}, {"content_hash": "e376606592baad08d0864f53bc838199c16fb358dc36e4539b51439c0aff972b", "fetched_at": "2026-08-29T11:34:38.406876+00:00", "kind": "site_page", "missing": false, "url": "https://docs.kubermatic.com"}, {"content_hash": "81073c8b05a9137f91f49e1eb28d2f72561e315df456c3149cf3e274c4c1948d", "fetched_at": "2026-08-29T11:34:38.410465+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/company/about-kubermatic"}, {"content_hash": "d37fe1556e9ecddbba4145ea4669976aa5dd4b5c30f75f2c2472a4ab356578c9", "fetched_at": "2026-08-29T11:34:38.412467+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/products/kubermatic-kubernetes-platform/features"}, {"content_hash": "060fa8a408483c1afdca7e79ec3a8991eb7867af9e38f8a9a54a37b6bb6fa031", "fetched_at": "2026-08-29T11:34:38.416116+00:00", "kind": "site_page", "missing": false, "url": "https://docs.kubermatic.com/kubeone/latest"}, {"content_hash": "c28c0e4fea5d1ebd294ca163d6748c39bccfb0cc9090301e085e17e50830424f", "fetched_at": "2026-08-29T11:34:38.408681+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/topics"}, {"content_hash": "07902d3fd8f995b5025cb18fd306f88cbdd4508de20a709014453a3c64e7be21", "fetched_at": "2026-08-29T11:34:38.414282+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/products/kubermatic-kubernetes-platform/why-kubermatic"}, {"content_hash": "ac0c0fda9c3482b211c8d9bbd40b3495fad53d46f63f524fdeca7e42be0fe400", "fetched_at": "2026-08-29T11:34:38.417680+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/products/kubermatic-kubeone/edge"}, {"content_hash": "194086c96f7eb41a90a0db8e5a91e1ccf4924f907a687c923f4959148e2434aa", "fetched_at": "2026-08-29T11:34:38.420181+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/products/kubermatic-kubeone/onprem"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:04:58.412465+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:04:58.412465+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:04:58.412465+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T04:31:39.929663+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d1f07b5da0b1b85226140944300663dbdda063d4507ae8850cc7c7d44bd1f508", "fetched_at": "2026-08-28T04:04:58.412465+00:00", "kind": "readme", "missing": false, "url": "https://github.com/kubermatic/kubeone"}, {"content_hash": "90b70f1a0e5ee3ba44a0074ef81fb759ccafae33bb0d1a4e7bbbab2f422bd394", "fetched_at": "2026-08-29T11:34:38.397419+00:00", "kind": "homepage", "missing": false, "url": "https://kubeone.io"}, {"content_hash": "e376606592baad08d0864f53bc838199c16fb358dc36e4539b51439c0aff972b", "fetched_at": "2026-08-29T11:34:38.406876+00:00", "kind": "site_page", "missing": false, "url": "https://docs.kubermatic.com"}, {"content_hash": "81073c8b05a9137f91f49e1eb28d2f72561e315df456c3149cf3e274c4c1948d", "fetched_at": "2026-08-29T11:34:38.410465+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/company/about-kubermatic"}, {"content_hash": "d37fe1556e9ecddbba4145ea4669976aa5dd4b5c30f75f2c2472a4ab356578c9", "fetched_at": "2026-08-29T11:34:38.412467+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/products/kubermatic-kubernetes-platform/features"}, {"content_hash": "060fa8a408483c1afdca7e79ec3a8991eb7867af9e38f8a9a54a37b6bb6fa031", "fetched_at": "2026-08-29T11:34:38.416116+00:00", "kind": "site_page", "missing": false, "url": "https://docs.kubermatic.com/kubeone/latest"}, {"content_hash": "c28c0e4fea5d1ebd294ca163d6748c39bccfb0cc9090301e085e17e50830424f", "fetched_at": "2026-08-29T11:34:38.408681+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/topics"}, {"content_hash": "07902d3fd8f995b5025cb18fd306f88cbdd4508de20a709014453a3c64e7be21", "fetched_at": "2026-08-29T11:34:38.414282+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/products/kubermatic-kubernetes-platform/why-kubermatic"}, {"content_hash": "ac0c0fda9c3482b211c8d9bbd40b3495fad53d46f63f524fdeca7e42be0fe400", "fetched_at": "2026-08-29T11:34:38.417680+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/products/kubermatic-kubeone/edge"}, {"content_hash": "194086c96f7eb41a90a0db8e5a91e1ccf4924f907a687c923f4959148e2434aa", "fetched_at": "2026-08-29T11:34:38.420181+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/products/kubermatic-kubeone/onprem"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:04:58.412465+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:04:58.412465+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T04:31:39.929663+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d1f07b5da0b1b85226140944300663dbdda063d4507ae8850cc7c7d44bd1f508", "fetched_at": "2026-08-28T04:04:58.412465+00:00", "kind": "readme", "missing": false, "url": "https://github.com/kubermatic/kubeone"}, {"content_hash": "90b70f1a0e5ee3ba44a0074ef81fb759ccafae33bb0d1a4e7bbbab2f422bd394", "fetched_at": "2026-08-29T11:34:38.397419+00:00", "kind": "homepage", "missing": false, "url": "https://kubeone.io"}, {"content_hash": "e376606592baad08d0864f53bc838199c16fb358dc36e4539b51439c0aff972b", "fetched_at": "2026-08-29T11:34:38.406876+00:00", "kind": "site_page", "missing": false, "url": "https://docs.kubermatic.com"}, {"content_hash": "81073c8b05a9137f91f49e1eb28d2f72561e315df456c3149cf3e274c4c1948d", "fetched_at": "2026-08-29T11:34:38.410465+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/company/about-kubermatic"}, {"content_hash": "d37fe1556e9ecddbba4145ea4669976aa5dd4b5c30f75f2c2472a4ab356578c9", "fetched_at": "2026-08-29T11:34:38.412467+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/products/kubermatic-kubernetes-platform/features"}, {"content_hash": "060fa8a408483c1afdca7e79ec3a8991eb7867af9e38f8a9a54a37b6bb6fa031", "fetched_at": "2026-08-29T11:34:38.416116+00:00", "kind": "site_page", "missing": false, "url": "https://docs.kubermatic.com/kubeone/latest"}, {"content_hash": "c28c0e4fea5d1ebd294ca163d6748c39bccfb0cc9090301e085e17e50830424f", "fetched_at": "2026-08-29T11:34:38.408681+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/topics"}, {"content_hash": "07902d3fd8f995b5025cb18fd306f88cbdd4508de20a709014453a3c64e7be21", "fetched_at": "2026-08-29T11:34:38.414282+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/products/kubermatic-kubernetes-platform/why-kubermatic"}, {"content_hash": "ac0c0fda9c3482b211c8d9bbd40b3495fad53d46f63f524fdeca7e42be0fe400", "fetched_at": "2026-08-29T11:34:38.417680+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/products/kubermatic-kubeone/edge"}, {"content_hash": "194086c96f7eb41a90a0db8e5a91e1ccf4924f907a687c923f4959148e2434aa", "fetched_at": "2026-08-29T11:34:38.420181+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/products/kubermatic-kubeone/onprem"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T04:31:39.929663+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d1f07b5da0b1b85226140944300663dbdda063d4507ae8850cc7c7d44bd1f508", "fetched_at": "2026-08-28T04:04:58.412465+00:00", "kind": "readme", "missing": false, "url": "https://github.com/kubermatic/kubeone"}, {"content_hash": "90b70f1a0e5ee3ba44a0074ef81fb759ccafae33bb0d1a4e7bbbab2f422bd394", "fetched_at": "2026-08-29T11:34:38.397419+00:00", "kind": "homepage", "missing": false, "url": "https://kubeone.io"}, {"content_hash": "e376606592baad08d0864f53bc838199c16fb358dc36e4539b51439c0aff972b", "fetched_at": "2026-08-29T11:34:38.406876+00:00", "kind": "site_page", "missing": false, "url": "https://docs.kubermatic.com"}, {"content_hash": "81073c8b05a9137f91f49e1eb28d2f72561e315df456c3149cf3e274c4c1948d", "fetched_at": "2026-08-29T11:34:38.410465+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/company/about-kubermatic"}, {"content_hash": "d37fe1556e9ecddbba4145ea4669976aa5dd4b5c30f75f2c2472a4ab356578c9", "fetched_at": "2026-08-29T11:34:38.412467+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/products/kubermatic-kubernetes-platform/features"}, {"content_hash": "060fa8a408483c1afdca7e79ec3a8991eb7867af9e38f8a9a54a37b6bb6fa031", "fetched_at": "2026-08-29T11:34:38.416116+00:00", "kind": "site_page", "missing": false, "url": "https://docs.kubermatic.com/kubeone/latest"}, {"content_hash": "c28c0e4fea5d1ebd294ca163d6748c39bccfb0cc9090301e085e17e50830424f", "fetched_at": "2026-08-29T11:34:38.408681+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/topics"}, {"content_hash": "07902d3fd8f995b5025cb18fd306f88cbdd4508de20a709014453a3c64e7be21", "fetched_at": "2026-08-29T11:34:38.414282+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/products/kubermatic-kubernetes-platform/why-kubermatic"}, {"content_hash": "ac0c0fda9c3482b211c8d9bbd40b3495fad53d46f63f524fdeca7e42be0fe400", "fetched_at": "2026-08-29T11:34:38.417680+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/products/kubermatic-kubeone/edge"}, {"content_hash": "194086c96f7eb41a90a0db8e5a91e1ccf4924f907a687c923f4959148e2434aa", "fetched_at": "2026-08-29T11:34:38.420181+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/products/kubermatic-kubeone/onprem"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T04:31:39.929663+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d1f07b5da0b1b85226140944300663dbdda063d4507ae8850cc7c7d44bd1f508", "fetched_at": "2026-08-28T04:04:58.412465+00:00", "kind": "readme", "missing": false, "url": "https://github.com/kubermatic/kubeone"}, {"content_hash": "90b70f1a0e5ee3ba44a0074ef81fb759ccafae33bb0d1a4e7bbbab2f422bd394", "fetched_at": "2026-08-29T11:34:38.397419+00:00", "kind": "homepage", "missing": false, "url": "https://kubeone.io"}, {"content_hash": "e376606592baad08d0864f53bc838199c16fb358dc36e4539b51439c0aff972b", "fetched_at": "2026-08-29T11:34:38.406876+00:00", "kind": "site_page", "missing": false, "url": "https://docs.kubermatic.com"}, {"content_hash": "81073c8b05a9137f91f49e1eb28d2f72561e315df456c3149cf3e274c4c1948d", "fetched_at": "2026-08-29T11:34:38.410465+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/company/about-kubermatic"}, {"content_hash": "d37fe1556e9ecddbba4145ea4669976aa5dd4b5c30f75f2c2472a4ab356578c9", "fetched_at": "2026-08-29T11:34:38.412467+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/products/kubermatic-kubernetes-platform/features"}, {"content_hash": "060fa8a408483c1afdca7e79ec3a8991eb7867af9e38f8a9a54a37b6bb6fa031", "fetched_at": "2026-08-29T11:34:38.416116+00:00", "kind": "site_page", "missing": false, "url": "https://docs.kubermatic.com/kubeone/latest"}, {"content_hash": "c28c0e4fea5d1ebd294ca163d6748c39bccfb0cc9090301e085e17e50830424f", "fetched_at": "2026-08-29T11:34:38.408681+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/topics"}, {"content_hash": "07902d3fd8f995b5025cb18fd306f88cbdd4508de20a709014453a3c64e7be21", "fetched_at": "2026-08-29T11:34:38.414282+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/products/kubermatic-kubernetes-platform/why-kubermatic"}, {"content_hash": "ac0c0fda9c3482b211c8d9bbd40b3495fad53d46f63f524fdeca7e42be0fe400", "fetched_at": "2026-08-29T11:34:38.417680+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/products/kubermatic-kubeone/edge"}, {"content_hash": "194086c96f7eb41a90a0db8e5a91e1ccf4924f907a687c923f4959148e2434aa", "fetched_at": "2026-08-29T11:34:38.420181+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/products/kubermatic-kubeone/onprem"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T04:31:39.929663+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d1f07b5da0b1b85226140944300663dbdda063d4507ae8850cc7c7d44bd1f508", "fetched_at": "2026-08-28T04:04:58.412465+00:00", "kind": "readme", "missing": false, "url": "https://github.com/kubermatic/kubeone"}, {"content_hash": "90b70f1a0e5ee3ba44a0074ef81fb759ccafae33bb0d1a4e7bbbab2f422bd394", "fetched_at": "2026-08-29T11:34:38.397419+00:00", "kind": "homepage", "missing": false, "url": "https://kubeone.io"}, {"content_hash": "e376606592baad08d0864f53bc838199c16fb358dc36e4539b51439c0aff972b", "fetched_at": "2026-08-29T11:34:38.406876+00:00", "kind": "site_page", "missing": false, "url": "https://docs.kubermatic.com"}, {"content_hash": "81073c8b05a9137f91f49e1eb28d2f72561e315df456c3149cf3e274c4c1948d", "fetched_at": "2026-08-29T11:34:38.410465+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/company/about-kubermatic"}, {"content_hash": "d37fe1556e9ecddbba4145ea4669976aa5dd4b5c30f75f2c2472a4ab356578c9", "fetched_at": "2026-08-29T11:34:38.412467+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/products/kubermatic-kubernetes-platform/features"}, {"content_hash": "060fa8a408483c1afdca7e79ec3a8991eb7867af9e38f8a9a54a37b6bb6fa031", "fetched_at": "2026-08-29T11:34:38.416116+00:00", "kind": "site_page", "missing": false, "url": "https://docs.kubermatic.com/kubeone/latest"}, {"content_hash": "c28c0e4fea5d1ebd294ca163d6748c39bccfb0cc9090301e085e17e50830424f", "fetched_at": "2026-08-29T11:34:38.408681+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/topics"}, {"content_hash": "07902d3fd8f995b5025cb18fd306f88cbdd4508de20a709014453a3c64e7be21", "fetched_at": "2026-08-29T11:34:38.414282+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/products/kubermatic-kubernetes-platform/why-kubermatic"}, {"content_hash": "ac0c0fda9c3482b211c8d9bbd40b3495fad53d46f63f524fdeca7e42be0fe400", "fetched_at": "2026-08-29T11:34:38.417680+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/products/kubermatic-kubeone/edge"}, {"content_hash": "194086c96f7eb41a90a0db8e5a91e1ccf4924f907a687c923f4959148e2434aa", "fetched_at": "2026-08-29T11:34:38.420181+00:00", "kind": "site_page", "missing": false, "url": "https://www.kubermatic.com/products/kubermatic-kubeone/onprem"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 99, "longevity": 100, "rhythm": 99}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": [], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 2860, "days_push": 7, "days_rel": 9, "gap_med": 8, "n_releases_24m": 36}, "score": 99, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}