{"adoption": {"forks": 140, "observed_at": "2026-08-28T04:05:39.388988+00:00", "stars": 1809}, "canonical_url": "https://ross.abutalabs.com/products/kairos-io-kairos", "card": {"archived": false, "artifact_type": "infra-config", "description": "The immutable Linux meta-distribution for edge Kubernetes.", "domain": ["cloud-computing", "iot", "self-hosted", "operating-systems"], "enriched": true, "function": ["container-orchestration", "deployment", "infrastructure-as-code", "security", "configuration-management"], "health_score": 100, "homepage": "https://kairos.io", "language": "Go", "license": "Apache-2.0", "license_family": "permissive", "maturity": "active", "member_repos": ["kairos-io/kairos"], "name": "kairos-io/kairos", "platform": ["cloud", "self-hosted", "go"], "pushed_at": "2026-08-26T14:07:59+00:00", "repo": "kairos-io/kairos", "stars": 1809, "tags": ["immutable-linux", "edge-computing", "kubernetes", "k3s", "k0s", "atomic-upgrades", "bare-metal-provisioning", "p2p-mesh", "trusted-boot", "raspberry-pi", "cncf", "containers", "devops", "linux", "docker"], "topics": ["kubernetes", "k3s", "vpn", "p2p", "libp2p", "cloud", "web3", "linux-distribution", "rpi", "cloud-native", "baremetal", "edge", "provisioning", "containers", "qrcode", "immutable", "hacktoberfest"], "urls": [], "use_cases": ["build an immutable bootable Kubernetes OS image from a Dockerfile", "provision a k3s cluster on Raspberry Pi edge devices", "manage OS upgrades for a fleet of machines via container registries", "install Kubernetes on bare metal with atomic A/B updates", "run a secure immutable Linux with TPM trusted boot and full disk encryption", "deploy reproducible OS images to cloud VMs on AWS, Azure, or GCP", "bootstrap multi-node clusters across regions with P2P coordination"], "what_it_is": "Kairos is an immutable Linux meta-distribution (CNCF sandbox project) that builds bootable, container-based OS images for edge, bare-metal, and cloud machines, with optional bundled Kubernetes (k3s/k0s). It provides a full machine lifecycle — install, A/B atomic upgrades via OCI registries, recovery, and optional P2P mesh bootstrapping and TPM-backed trusted boot.", "when_to_avoid": ["you just need a general-purpose desktop or server Linux distribution without immutability", "your workloads run entirely in the cloud with managed Kubernetes and no OS management needs", "you need a non-Linux platform or a Kubernetes distribution other than k3s/k0s without community providers", "you want a lightweight tool without adopting an immutable OS model"], "when_to_choose": ["you need immutable, reproducible OS lifecycle management for edge or bare-metal Kubernetes nodes", "you want to define your node OS in a Dockerfile and upgrade via CI/CD image pushes", "you run heterogeneous hardware (Raspberry Pi, Jetson, x86 servers, cloud VMs) and want one lifecycle model", "you need trusted boot, secure boot, and measured boot for tamper-resistant edge devices"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/kairos-io-kairos", "repo": "kairos-io/kairos", "role": "main", "score": 99}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:05:39.388988+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T03:21:19.638692+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f759afc45c945ed9cfcc6aeb07d962420831df2d992f36aa1a83936502450fd1", "fetched_at": "2026-08-28T04:05:39.388988+00:00", "kind": "readme", "missing": false, "url": "https://github.com/kairos-io/kairos"}, {"content_hash": "57bb9626fc85815b76127679811f4687a02427a8d67dffd11e71d861b605071b", "fetched_at": "2026-08-29T11:00:18.712680+00:00", "kind": "homepage", "missing": false, "url": "https://kairos.io"}, {"content_hash": "a8e3ad1c918e8b0f6297965f2c40ee24e520e141615f62306ce71d23d4d0603f", "fetched_at": "2026-08-29T11:00:18.717915+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0"}, {"content_hash": "280e6c04cd30440415dec9cd608ba38a694cfb0e371b442404259651c13d5678", "fetched_at": "2026-08-29T11:00:18.715883+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/quickstart"}, {"content_hash": "2dd4353478ab5580a5213df4c33fa95cc5edd1b6d5b75f6201a78f5e963f5510", "fetched_at": "2026-08-29T11:00:18.719794+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/reference/byoi"}, {"content_hash": "aebcc8f72ee594eee12413bc649797c2f54e963aed24b4c6bd64f8a371c32a38", "fetched_at": "2026-08-29T11:00:18.721655+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/installation/trustedboot"}, {"content_hash": "9ae002c6c51afe36441be6767a21e4217c1a96a38ae2cfdfa2cfb5c3b7b3f120", "fetched_at": "2026-08-29T11:00:18.724301+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/examples/without-kubernetes"}, {"content_hash": "5863ab0634f18d0d286317ffe0bf7f37652f667d605e1df64524ce8b8b452772", "fetched_at": "2026-08-29T11:00:18.725902+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/installation/cloud-servers"}, {"content_hash": "472145120fa3b6651346251c88d6a6977fcb265f031dd2559257e03ac2fe8cd1", "fetched_at": "2026-08-29T11:00:18.727344+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/installation/edge-devices"}, {"content_hash": "0a00b67ee07d7599a3d32cbf81b77cc112e9b927fcd9ef516e722f15d6eb5f67", "fetched_at": "2026-08-29T11:00:18.728790+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/examples/choosing-kubernetes-distribution"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:05:39.388988+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T03:21:19.638692+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f759afc45c945ed9cfcc6aeb07d962420831df2d992f36aa1a83936502450fd1", "fetched_at": "2026-08-28T04:05:39.388988+00:00", "kind": "readme", "missing": false, "url": "https://github.com/kairos-io/kairos"}, {"content_hash": "57bb9626fc85815b76127679811f4687a02427a8d67dffd11e71d861b605071b", "fetched_at": "2026-08-29T11:00:18.712680+00:00", "kind": "homepage", "missing": false, "url": "https://kairos.io"}, {"content_hash": "a8e3ad1c918e8b0f6297965f2c40ee24e520e141615f62306ce71d23d4d0603f", "fetched_at": "2026-08-29T11:00:18.717915+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0"}, {"content_hash": "280e6c04cd30440415dec9cd608ba38a694cfb0e371b442404259651c13d5678", "fetched_at": "2026-08-29T11:00:18.715883+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/quickstart"}, {"content_hash": "2dd4353478ab5580a5213df4c33fa95cc5edd1b6d5b75f6201a78f5e963f5510", "fetched_at": "2026-08-29T11:00:18.719794+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/reference/byoi"}, {"content_hash": "aebcc8f72ee594eee12413bc649797c2f54e963aed24b4c6bd64f8a371c32a38", "fetched_at": "2026-08-29T11:00:18.721655+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/installation/trustedboot"}, {"content_hash": "9ae002c6c51afe36441be6767a21e4217c1a96a38ae2cfdfa2cfb5c3b7b3f120", "fetched_at": "2026-08-29T11:00:18.724301+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/examples/without-kubernetes"}, {"content_hash": "5863ab0634f18d0d286317ffe0bf7f37652f667d605e1df64524ce8b8b452772", "fetched_at": "2026-08-29T11:00:18.725902+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/installation/cloud-servers"}, {"content_hash": "472145120fa3b6651346251c88d6a6977fcb265f031dd2559257e03ac2fe8cd1", "fetched_at": "2026-08-29T11:00:18.727344+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/installation/edge-devices"}, {"content_hash": "0a00b67ee07d7599a3d32cbf81b77cc112e9b927fcd9ef516e722f15d6eb5f67", "fetched_at": "2026-08-29T11:00:18.728790+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/examples/choosing-kubernetes-distribution"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T03:21:19.638692+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f759afc45c945ed9cfcc6aeb07d962420831df2d992f36aa1a83936502450fd1", "fetched_at": "2026-08-28T04:05:39.388988+00:00", "kind": "readme", "missing": false, "url": "https://github.com/kairos-io/kairos"}, {"content_hash": "57bb9626fc85815b76127679811f4687a02427a8d67dffd11e71d861b605071b", "fetched_at": "2026-08-29T11:00:18.712680+00:00", "kind": "homepage", "missing": false, "url": "https://kairos.io"}, {"content_hash": "a8e3ad1c918e8b0f6297965f2c40ee24e520e141615f62306ce71d23d4d0603f", "fetched_at": "2026-08-29T11:00:18.717915+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0"}, {"content_hash": "280e6c04cd30440415dec9cd608ba38a694cfb0e371b442404259651c13d5678", "fetched_at": "2026-08-29T11:00:18.715883+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/quickstart"}, {"content_hash": "2dd4353478ab5580a5213df4c33fa95cc5edd1b6d5b75f6201a78f5e963f5510", "fetched_at": "2026-08-29T11:00:18.719794+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/reference/byoi"}, {"content_hash": "aebcc8f72ee594eee12413bc649797c2f54e963aed24b4c6bd64f8a371c32a38", "fetched_at": "2026-08-29T11:00:18.721655+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/installation/trustedboot"}, {"content_hash": "9ae002c6c51afe36441be6767a21e4217c1a96a38ae2cfdfa2cfb5c3b7b3f120", "fetched_at": "2026-08-29T11:00:18.724301+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/examples/without-kubernetes"}, {"content_hash": "5863ab0634f18d0d286317ffe0bf7f37652f667d605e1df64524ce8b8b452772", "fetched_at": "2026-08-29T11:00:18.725902+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/installation/cloud-servers"}, {"content_hash": "472145120fa3b6651346251c88d6a6977fcb265f031dd2559257e03ac2fe8cd1", "fetched_at": "2026-08-29T11:00:18.727344+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/installation/edge-devices"}, {"content_hash": "0a00b67ee07d7599a3d32cbf81b77cc112e9b927fcd9ef516e722f15d6eb5f67", "fetched_at": "2026-08-29T11:00:18.728790+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/examples/choosing-kubernetes-distribution"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:05:39.388988+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:05:39.388988+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:05:39.388988+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T03:21:19.638692+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f759afc45c945ed9cfcc6aeb07d962420831df2d992f36aa1a83936502450fd1", "fetched_at": "2026-08-28T04:05:39.388988+00:00", "kind": "readme", "missing": false, "url": "https://github.com/kairos-io/kairos"}, {"content_hash": "57bb9626fc85815b76127679811f4687a02427a8d67dffd11e71d861b605071b", "fetched_at": "2026-08-29T11:00:18.712680+00:00", "kind": "homepage", "missing": false, "url": "https://kairos.io"}, {"content_hash": "a8e3ad1c918e8b0f6297965f2c40ee24e520e141615f62306ce71d23d4d0603f", "fetched_at": "2026-08-29T11:00:18.717915+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0"}, {"content_hash": "280e6c04cd30440415dec9cd608ba38a694cfb0e371b442404259651c13d5678", "fetched_at": "2026-08-29T11:00:18.715883+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/quickstart"}, {"content_hash": "2dd4353478ab5580a5213df4c33fa95cc5edd1b6d5b75f6201a78f5e963f5510", "fetched_at": "2026-08-29T11:00:18.719794+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/reference/byoi"}, {"content_hash": "aebcc8f72ee594eee12413bc649797c2f54e963aed24b4c6bd64f8a371c32a38", "fetched_at": "2026-08-29T11:00:18.721655+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/installation/trustedboot"}, {"content_hash": "9ae002c6c51afe36441be6767a21e4217c1a96a38ae2cfdfa2cfb5c3b7b3f120", "fetched_at": "2026-08-29T11:00:18.724301+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/examples/without-kubernetes"}, {"content_hash": "5863ab0634f18d0d286317ffe0bf7f37652f667d605e1df64524ce8b8b452772", "fetched_at": "2026-08-29T11:00:18.725902+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/installation/cloud-servers"}, {"content_hash": "472145120fa3b6651346251c88d6a6977fcb265f031dd2559257e03ac2fe8cd1", "fetched_at": "2026-08-29T11:00:18.727344+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/installation/edge-devices"}, {"content_hash": "0a00b67ee07d7599a3d32cbf81b77cc112e9b927fcd9ef516e722f15d6eb5f67", "fetched_at": "2026-08-29T11:00:18.728790+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/examples/choosing-kubernetes-distribution"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:05:39.388988+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:05:39.388988+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T03:21:19.638692+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f759afc45c945ed9cfcc6aeb07d962420831df2d992f36aa1a83936502450fd1", "fetched_at": "2026-08-28T04:05:39.388988+00:00", "kind": "readme", "missing": false, "url": "https://github.com/kairos-io/kairos"}, {"content_hash": "57bb9626fc85815b76127679811f4687a02427a8d67dffd11e71d861b605071b", "fetched_at": "2026-08-29T11:00:18.712680+00:00", "kind": "homepage", "missing": false, "url": "https://kairos.io"}, {"content_hash": "a8e3ad1c918e8b0f6297965f2c40ee24e520e141615f62306ce71d23d4d0603f", "fetched_at": "2026-08-29T11:00:18.717915+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0"}, {"content_hash": "280e6c04cd30440415dec9cd608ba38a694cfb0e371b442404259651c13d5678", "fetched_at": "2026-08-29T11:00:18.715883+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/quickstart"}, {"content_hash": "2dd4353478ab5580a5213df4c33fa95cc5edd1b6d5b75f6201a78f5e963f5510", "fetched_at": "2026-08-29T11:00:18.719794+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/reference/byoi"}, {"content_hash": "aebcc8f72ee594eee12413bc649797c2f54e963aed24b4c6bd64f8a371c32a38", "fetched_at": "2026-08-29T11:00:18.721655+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/installation/trustedboot"}, {"content_hash": "9ae002c6c51afe36441be6767a21e4217c1a96a38ae2cfdfa2cfb5c3b7b3f120", "fetched_at": "2026-08-29T11:00:18.724301+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/examples/without-kubernetes"}, {"content_hash": "5863ab0634f18d0d286317ffe0bf7f37652f667d605e1df64524ce8b8b452772", "fetched_at": "2026-08-29T11:00:18.725902+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/installation/cloud-servers"}, {"content_hash": "472145120fa3b6651346251c88d6a6977fcb265f031dd2559257e03ac2fe8cd1", "fetched_at": "2026-08-29T11:00:18.727344+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/installation/edge-devices"}, {"content_hash": "0a00b67ee07d7599a3d32cbf81b77cc112e9b927fcd9ef516e722f15d6eb5f67", "fetched_at": "2026-08-29T11:00:18.728790+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/examples/choosing-kubernetes-distribution"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:05:39.388988+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:05:39.388988+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:05:39.388988+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T03:21:19.638692+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f759afc45c945ed9cfcc6aeb07d962420831df2d992f36aa1a83936502450fd1", "fetched_at": "2026-08-28T04:05:39.388988+00:00", "kind": "readme", "missing": false, "url": "https://github.com/kairos-io/kairos"}, {"content_hash": "57bb9626fc85815b76127679811f4687a02427a8d67dffd11e71d861b605071b", "fetched_at": "2026-08-29T11:00:18.712680+00:00", "kind": "homepage", "missing": false, "url": "https://kairos.io"}, {"content_hash": "a8e3ad1c918e8b0f6297965f2c40ee24e520e141615f62306ce71d23d4d0603f", "fetched_at": "2026-08-29T11:00:18.717915+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0"}, {"content_hash": "280e6c04cd30440415dec9cd608ba38a694cfb0e371b442404259651c13d5678", "fetched_at": "2026-08-29T11:00:18.715883+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/quickstart"}, {"content_hash": "2dd4353478ab5580a5213df4c33fa95cc5edd1b6d5b75f6201a78f5e963f5510", "fetched_at": "2026-08-29T11:00:18.719794+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/reference/byoi"}, {"content_hash": "aebcc8f72ee594eee12413bc649797c2f54e963aed24b4c6bd64f8a371c32a38", "fetched_at": "2026-08-29T11:00:18.721655+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/installation/trustedboot"}, {"content_hash": "9ae002c6c51afe36441be6767a21e4217c1a96a38ae2cfdfa2cfb5c3b7b3f120", "fetched_at": "2026-08-29T11:00:18.724301+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/examples/without-kubernetes"}, {"content_hash": "5863ab0634f18d0d286317ffe0bf7f37652f667d605e1df64524ce8b8b452772", "fetched_at": "2026-08-29T11:00:18.725902+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/installation/cloud-servers"}, {"content_hash": "472145120fa3b6651346251c88d6a6977fcb265f031dd2559257e03ac2fe8cd1", "fetched_at": "2026-08-29T11:00:18.727344+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/installation/edge-devices"}, {"content_hash": "0a00b67ee07d7599a3d32cbf81b77cc112e9b927fcd9ef516e722f15d6eb5f67", "fetched_at": "2026-08-29T11:00:18.728790+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/examples/choosing-kubernetes-distribution"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:05:39.388988+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:05:39.388988+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T03:21:19.638692+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f759afc45c945ed9cfcc6aeb07d962420831df2d992f36aa1a83936502450fd1", "fetched_at": "2026-08-28T04:05:39.388988+00:00", "kind": "readme", "missing": false, "url": "https://github.com/kairos-io/kairos"}, {"content_hash": "57bb9626fc85815b76127679811f4687a02427a8d67dffd11e71d861b605071b", "fetched_at": "2026-08-29T11:00:18.712680+00:00", "kind": "homepage", "missing": false, "url": "https://kairos.io"}, {"content_hash": "a8e3ad1c918e8b0f6297965f2c40ee24e520e141615f62306ce71d23d4d0603f", "fetched_at": "2026-08-29T11:00:18.717915+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0"}, {"content_hash": "280e6c04cd30440415dec9cd608ba38a694cfb0e371b442404259651c13d5678", "fetched_at": "2026-08-29T11:00:18.715883+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/quickstart"}, {"content_hash": "2dd4353478ab5580a5213df4c33fa95cc5edd1b6d5b75f6201a78f5e963f5510", "fetched_at": "2026-08-29T11:00:18.719794+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/reference/byoi"}, {"content_hash": "aebcc8f72ee594eee12413bc649797c2f54e963aed24b4c6bd64f8a371c32a38", "fetched_at": "2026-08-29T11:00:18.721655+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/installation/trustedboot"}, {"content_hash": "9ae002c6c51afe36441be6767a21e4217c1a96a38ae2cfdfa2cfb5c3b7b3f120", "fetched_at": "2026-08-29T11:00:18.724301+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/examples/without-kubernetes"}, {"content_hash": "5863ab0634f18d0d286317ffe0bf7f37652f667d605e1df64524ce8b8b452772", "fetched_at": "2026-08-29T11:00:18.725902+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/installation/cloud-servers"}, {"content_hash": "472145120fa3b6651346251c88d6a6977fcb265f031dd2559257e03ac2fe8cd1", "fetched_at": "2026-08-29T11:00:18.727344+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/installation/edge-devices"}, {"content_hash": "0a00b67ee07d7599a3d32cbf81b77cc112e9b927fcd9ef516e722f15d6eb5f67", "fetched_at": "2026-08-29T11:00:18.728790+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/examples/choosing-kubernetes-distribution"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T03:21:19.638692+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f759afc45c945ed9cfcc6aeb07d962420831df2d992f36aa1a83936502450fd1", "fetched_at": "2026-08-28T04:05:39.388988+00:00", "kind": "readme", "missing": false, "url": "https://github.com/kairos-io/kairos"}, {"content_hash": "57bb9626fc85815b76127679811f4687a02427a8d67dffd11e71d861b605071b", "fetched_at": "2026-08-29T11:00:18.712680+00:00", "kind": "homepage", "missing": false, "url": "https://kairos.io"}, {"content_hash": "a8e3ad1c918e8b0f6297965f2c40ee24e520e141615f62306ce71d23d4d0603f", "fetched_at": "2026-08-29T11:00:18.717915+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0"}, {"content_hash": "280e6c04cd30440415dec9cd608ba38a694cfb0e371b442404259651c13d5678", "fetched_at": "2026-08-29T11:00:18.715883+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/quickstart"}, {"content_hash": "2dd4353478ab5580a5213df4c33fa95cc5edd1b6d5b75f6201a78f5e963f5510", "fetched_at": "2026-08-29T11:00:18.719794+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/reference/byoi"}, {"content_hash": "aebcc8f72ee594eee12413bc649797c2f54e963aed24b4c6bd64f8a371c32a38", "fetched_at": "2026-08-29T11:00:18.721655+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/installation/trustedboot"}, {"content_hash": "9ae002c6c51afe36441be6767a21e4217c1a96a38ae2cfdfa2cfb5c3b7b3f120", "fetched_at": "2026-08-29T11:00:18.724301+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/examples/without-kubernetes"}, {"content_hash": "5863ab0634f18d0d286317ffe0bf7f37652f667d605e1df64524ce8b8b452772", "fetched_at": "2026-08-29T11:00:18.725902+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/installation/cloud-servers"}, {"content_hash": "472145120fa3b6651346251c88d6a6977fcb265f031dd2559257e03ac2fe8cd1", "fetched_at": "2026-08-29T11:00:18.727344+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/installation/edge-devices"}, {"content_hash": "0a00b67ee07d7599a3d32cbf81b77cc112e9b927fcd9ef516e722f15d6eb5f67", "fetched_at": "2026-08-29T11:00:18.728790+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/examples/choosing-kubernetes-distribution"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T03:21:19.638692+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f759afc45c945ed9cfcc6aeb07d962420831df2d992f36aa1a83936502450fd1", "fetched_at": "2026-08-28T04:05:39.388988+00:00", "kind": "readme", "missing": false, "url": "https://github.com/kairos-io/kairos"}, {"content_hash": "57bb9626fc85815b76127679811f4687a02427a8d67dffd11e71d861b605071b", "fetched_at": "2026-08-29T11:00:18.712680+00:00", "kind": "homepage", "missing": false, "url": "https://kairos.io"}, {"content_hash": "a8e3ad1c918e8b0f6297965f2c40ee24e520e141615f62306ce71d23d4d0603f", "fetched_at": "2026-08-29T11:00:18.717915+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0"}, {"content_hash": "280e6c04cd30440415dec9cd608ba38a694cfb0e371b442404259651c13d5678", "fetched_at": "2026-08-29T11:00:18.715883+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/quickstart"}, {"content_hash": "2dd4353478ab5580a5213df4c33fa95cc5edd1b6d5b75f6201a78f5e963f5510", "fetched_at": "2026-08-29T11:00:18.719794+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/reference/byoi"}, {"content_hash": "aebcc8f72ee594eee12413bc649797c2f54e963aed24b4c6bd64f8a371c32a38", "fetched_at": "2026-08-29T11:00:18.721655+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/installation/trustedboot"}, {"content_hash": "9ae002c6c51afe36441be6767a21e4217c1a96a38ae2cfdfa2cfb5c3b7b3f120", "fetched_at": "2026-08-29T11:00:18.724301+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/examples/without-kubernetes"}, {"content_hash": "5863ab0634f18d0d286317ffe0bf7f37652f667d605e1df64524ce8b8b452772", "fetched_at": "2026-08-29T11:00:18.725902+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/installation/cloud-servers"}, {"content_hash": "472145120fa3b6651346251c88d6a6977fcb265f031dd2559257e03ac2fe8cd1", "fetched_at": "2026-08-29T11:00:18.727344+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/installation/edge-devices"}, {"content_hash": "0a00b67ee07d7599a3d32cbf81b77cc112e9b927fcd9ef516e722f15d6eb5f67", "fetched_at": "2026-08-29T11:00:18.728790+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/examples/choosing-kubernetes-distribution"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T03:21:19.638692+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f759afc45c945ed9cfcc6aeb07d962420831df2d992f36aa1a83936502450fd1", "fetched_at": "2026-08-28T04:05:39.388988+00:00", "kind": "readme", "missing": false, "url": "https://github.com/kairos-io/kairos"}, {"content_hash": "57bb9626fc85815b76127679811f4687a02427a8d67dffd11e71d861b605071b", "fetched_at": "2026-08-29T11:00:18.712680+00:00", "kind": "homepage", "missing": false, "url": "https://kairos.io"}, {"content_hash": "a8e3ad1c918e8b0f6297965f2c40ee24e520e141615f62306ce71d23d4d0603f", "fetched_at": "2026-08-29T11:00:18.717915+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0"}, {"content_hash": "280e6c04cd30440415dec9cd608ba38a694cfb0e371b442404259651c13d5678", "fetched_at": "2026-08-29T11:00:18.715883+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/quickstart"}, {"content_hash": "2dd4353478ab5580a5213df4c33fa95cc5edd1b6d5b75f6201a78f5e963f5510", "fetched_at": "2026-08-29T11:00:18.719794+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/reference/byoi"}, {"content_hash": "aebcc8f72ee594eee12413bc649797c2f54e963aed24b4c6bd64f8a371c32a38", "fetched_at": "2026-08-29T11:00:18.721655+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/installation/trustedboot"}, {"content_hash": "9ae002c6c51afe36441be6767a21e4217c1a96a38ae2cfdfa2cfb5c3b7b3f120", "fetched_at": "2026-08-29T11:00:18.724301+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/examples/without-kubernetes"}, {"content_hash": "5863ab0634f18d0d286317ffe0bf7f37652f667d605e1df64524ce8b8b452772", "fetched_at": "2026-08-29T11:00:18.725902+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/installation/cloud-servers"}, {"content_hash": "472145120fa3b6651346251c88d6a6977fcb265f031dd2559257e03ac2fe8cd1", "fetched_at": "2026-08-29T11:00:18.727344+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/installation/edge-devices"}, {"content_hash": "0a00b67ee07d7599a3d32cbf81b77cc112e9b927fcd9ef516e722f15d6eb5f67", "fetched_at": "2026-08-29T11:00:18.728790+00:00", "kind": "site_page", "missing": false, "url": "https://kairos.io/docs/v4.2.0/examples/choosing-kubernetes-distribution"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 99, "longevity": 100, "rhythm": 98}, "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": 1860, "days_push": 7, "days_rel": 15, "gap_med": 8.0, "n_releases_24m": 39}, "score": 99, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}