{"adoption": {"forks": 4721, "observed_at": "2026-08-28T04:09:47.695283+00:00", "stars": 6687}, "canonical_url": "https://ross.abutalabs.com/products/kubernetes-examples", "card": {"archived": false, "artifact_type": "learning-resource", "description": "Kubernetes application example tutorials", "domain": ["tutorials", "cloud-computing", "developer-tools"], "enriched": true, "function": ["documentation", "developer-tools", "container-orchestration", "deployment"], "health_score": 62, "homepage": null, "language": "Shell", "license": "Apache-2.0", "license_family": "permissive", "maturity": "active", "member_repos": ["kubernetes/examples"], "name": "kubernetes/examples", "platform": ["cloud", "self-hosted"], "pushed_at": "2026-03-03T17:55:19+00:00", "repo": "kubernetes/examples", "stars": 6687, "tags": ["kubernetes-examples", "sample-applications", "yaml-manifests", "sig-apps", "educational", "containers", "devops", "kubernetes", "docker"], "topics": [], "urls": [], "use_cases": ["learn how to deploy applications on kubernetes", "find example yaml manifests for kubernetes workloads", "run machine learning workloads on kubernetes", "deploy databases on kubernetes with best practices", "learn kubernetes deployment patterns and best practices", "get started with kubernetes through tutorials"], "what_it_is": "The official Kubernetes Examples repository, curated by SIG Apps, providing educational examples for deploying applications and workloads on Kubernetes. It covers categories like AI/ML, web applications, and databases, each with step-by-step deployment instructions and explanations of key Kubernetes concepts.", "when_to_avoid": ["you need production-ready, hardened deployment configurations", "you want a tool or library rather than example code and tutorials", "you need examples for a specific application not covered in the collection"], "when_to_choose": ["you want official, maintained, educational examples for running apps on Kubernetes", "you need reference manifests for AI/ML, web, or database workloads", "you are learning Kubernetes concepts through hands-on examples"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/kubernetes-examples", "repo": "kubernetes/examples", "role": "main", "score": 64}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:09:47.695283+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T17:42:59.378550+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1cc9208f1073fa4987beef22f0a08a0b2a29251035cc5b73a819878ce6421ee8", "fetched_at": "2026-08-28T04:09:47.695283+00:00", "kind": "readme", "missing": false, "url": "https://github.com/kubernetes/examples"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:09:47.695283+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T17:42:59.378550+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1cc9208f1073fa4987beef22f0a08a0b2a29251035cc5b73a819878ce6421ee8", "fetched_at": "2026-08-28T04:09:47.695283+00:00", "kind": "readme", "missing": false, "url": "https://github.com/kubernetes/examples"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T17:42:59.378550+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1cc9208f1073fa4987beef22f0a08a0b2a29251035cc5b73a819878ce6421ee8", "fetched_at": "2026-08-28T04:09:47.695283+00:00", "kind": "readme", "missing": false, "url": "https://github.com/kubernetes/examples"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:09:47.695283+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:09:47.695283+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:09:47.695283+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T17:42:59.378550+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1cc9208f1073fa4987beef22f0a08a0b2a29251035cc5b73a819878ce6421ee8", "fetched_at": "2026-08-28T04:09:47.695283+00:00", "kind": "readme", "missing": false, "url": "https://github.com/kubernetes/examples"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:09:47.695283+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:09:47.695283+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T17:42:59.378550+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1cc9208f1073fa4987beef22f0a08a0b2a29251035cc5b73a819878ce6421ee8", "fetched_at": "2026-08-28T04:09:47.695283+00:00", "kind": "readme", "missing": false, "url": "https://github.com/kubernetes/examples"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:09:47.695283+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:09:47.695283+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:09:47.695283+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T17:42:59.378550+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1cc9208f1073fa4987beef22f0a08a0b2a29251035cc5b73a819878ce6421ee8", "fetched_at": "2026-08-28T04:09:47.695283+00:00", "kind": "readme", "missing": false, "url": "https://github.com/kubernetes/examples"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:09:47.695283+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:09:47.695283+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T17:42:59.378550+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1cc9208f1073fa4987beef22f0a08a0b2a29251035cc5b73a819878ce6421ee8", "fetched_at": "2026-08-28T04:09:47.695283+00:00", "kind": "readme", "missing": false, "url": "https://github.com/kubernetes/examples"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T17:42:59.378550+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1cc9208f1073fa4987beef22f0a08a0b2a29251035cc5b73a819878ce6421ee8", "fetched_at": "2026-08-28T04:09:47.695283+00:00", "kind": "readme", "missing": false, "url": "https://github.com/kubernetes/examples"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T17:42:59.378550+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1cc9208f1073fa4987beef22f0a08a0b2a29251035cc5b73a819878ce6421ee8", "fetched_at": "2026-08-28T04:09:47.695283+00:00", "kind": "readme", "missing": false, "url": "https://github.com/kubernetes/examples"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T17:42:59.378550+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1cc9208f1073fa4987beef22f0a08a0b2a29251035cc5b73a819878ce6421ee8", "fetched_at": "2026-08-28T04:09:47.695283+00:00", "kind": "readme", "missing": false, "url": "https://github.com/kubernetes/examples"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 70, "longevity": 100, "rhythm": 35}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": ["no_releases"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 3424, "days_push": 183, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 64, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}