{"adoption": {"forks": 127, "observed_at": "2026-08-28T04:04:32.400476+00:00", "stars": 1373}, "canonical_url": "https://ross.abutalabs.com/products/kube-fledged", "card": {"archived": false, "artifact_type": "application", "description": "A kubernetes operator for creating and managing a cache of container images directly on the cluster worker nodes, so application pods start almost instantly", "domain": ["cloud-computing", "infrastructure-as-code", "performance"], "enriched": true, "function": ["container-orchestration", "caching", "deployment", "developer-tools"], "health_score": 96, "homepage": null, "language": "Go", "license": "Apache-2.0", "license_family": "permissive", "maturity": "active", "member_repos": ["senthilrch/kube-fledged"], "name": "senthilrch/kube-fledged", "platform": ["go", "cloud", "self-hosted"], "pushed_at": "2026-07-17T10:52:16+00:00", "repo": "senthilrch/kube-fledged", "stars": 1373, "tags": ["kubernetes-operator", "image-cache", "pod-startup", "container-images", "helm-chart", "cluster-addon", "containers", "devops", "kubernetes", "docker", "linux"], "topics": ["kubernetes", "k8s", "operator", "image", "cache", "pull", "delete", "registry", "repository", "add-on", "container", "tool", "golang", "go"], "urls": [], "use_cases": ["pre-pull container images onto kubernetes worker nodes", "speed up pod startup times in a kubernetes cluster", "reduce image pull latency when scaling applications rapidly", "cache images for real-time data processing workloads that need fast scale-out", "manage the lifecycle of a node-level image cache via CRUD APIs", "avoid registry rate limits and network delays during pod scheduling"], "what_it_is": "kube-fledged is a Kubernetes operator that creates and manages a cache of container images directly on cluster worker nodes. By pre-pulling specified images onto chosen nodes, it enables application pods to start almost instantly without waiting for registry pulls.", "when_to_avoid": ["your cluster already uses local registries or node image preloading via DaemonSets and that suffices", "you run a small cluster where image pull latency is not a concern", "you need general-purpose image building or registry mirroring rather than caching", "you require a fully managed cloud service rather than a self-managed operator"], "when_to_choose": ["your kubernetes applications need near-instant pod startup or fast autoscaling", "you want to pre-pull images onto specific worker nodes declaratively", "image pull times from a remote registry are a bottleneck for your workloads", "you need a kubernetes-native add-on with Helm installation and CRUD APIs for image caching"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/kube-fledged", "repo": "senthilrch/kube-fledged", "role": "main", "score": 83}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:04:32.400476+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T04:40:43.493235+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c6e7059eaa44391b3adf72430e8b47c41a3b6fa21fe18057d154d43951a2c659", "fetched_at": "2026-08-28T04:04:32.400476+00:00", "kind": "readme", "missing": false, "url": "https://github.com/senthilrch/kube-fledged"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:04:32.400476+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T04:40:43.493235+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c6e7059eaa44391b3adf72430e8b47c41a3b6fa21fe18057d154d43951a2c659", "fetched_at": "2026-08-28T04:04:32.400476+00:00", "kind": "readme", "missing": false, "url": "https://github.com/senthilrch/kube-fledged"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T04:40:43.493235+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c6e7059eaa44391b3adf72430e8b47c41a3b6fa21fe18057d154d43951a2c659", "fetched_at": "2026-08-28T04:04:32.400476+00:00", "kind": "readme", "missing": false, "url": "https://github.com/senthilrch/kube-fledged"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:04:32.400476+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:04:32.400476+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:04:32.400476+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T04:40:43.493235+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c6e7059eaa44391b3adf72430e8b47c41a3b6fa21fe18057d154d43951a2c659", "fetched_at": "2026-08-28T04:04:32.400476+00:00", "kind": "readme", "missing": false, "url": "https://github.com/senthilrch/kube-fledged"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:04:32.400476+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:04:32.400476+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T04:40:43.493235+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c6e7059eaa44391b3adf72430e8b47c41a3b6fa21fe18057d154d43951a2c659", "fetched_at": "2026-08-28T04:04:32.400476+00:00", "kind": "readme", "missing": false, "url": "https://github.com/senthilrch/kube-fledged"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:04:32.400476+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:04:32.400476+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:04:32.400476+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T04:40:43.493235+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c6e7059eaa44391b3adf72430e8b47c41a3b6fa21fe18057d154d43951a2c659", "fetched_at": "2026-08-28T04:04:32.400476+00:00", "kind": "readme", "missing": false, "url": "https://github.com/senthilrch/kube-fledged"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:04:32.400476+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:04:32.400476+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T04:40:43.493235+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c6e7059eaa44391b3adf72430e8b47c41a3b6fa21fe18057d154d43951a2c659", "fetched_at": "2026-08-28T04:04:32.400476+00:00", "kind": "readme", "missing": false, "url": "https://github.com/senthilrch/kube-fledged"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T04:40:43.493235+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c6e7059eaa44391b3adf72430e8b47c41a3b6fa21fe18057d154d43951a2c659", "fetched_at": "2026-08-28T04:04:32.400476+00:00", "kind": "readme", "missing": false, "url": "https://github.com/senthilrch/kube-fledged"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T04:40:43.493235+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c6e7059eaa44391b3adf72430e8b47c41a3b6fa21fe18057d154d43951a2c659", "fetched_at": "2026-08-28T04:04:32.400476+00:00", "kind": "readme", "missing": false, "url": "https://github.com/senthilrch/kube-fledged"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T04:40:43.493235+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c6e7059eaa44391b3adf72430e8b47c41a3b6fa21fe18057d154d43951a2c659", "fetched_at": "2026-08-28T04:04:32.400476+00:00", "kind": "readme", "missing": false, "url": "https://github.com/senthilrch/kube-fledged"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 93, "longevity": 100, "rhythm": 61}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": [], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 2868, "days_push": 47, "days_rel": 48, "gap_med": null, "n_releases_24m": 1}, "score": 83, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}