{"adoption": {"forks": 170, "observed_at": "2026-08-28T04:03:26.696106+00:00", "stars": 1065}, "canonical_url": "https://ross.abutalabs.com/products/cyclone", "card": {"archived": false, "artifact_type": "application", "description": "Powerful workflow engine and end-to-end pipeline solutions implemented with native Kubernetes resources. https://cyclone.dev", "domain": ["cloud-computing", "machine-learning"], "enriched": true, "function": ["workflow-automation", "ci-cd", "scheduling", "deployment", "container-orchestration"], "health_score": 20, "homepage": null, "language": "Go", "license": "Apache-2.0", "license_family": "permissive", "maturity": "maintenance", "member_repos": ["caicloud/cyclone"], "name": "caicloud/cyclone", "platform": ["go", "self-hosted", "cloud"], "pushed_at": "2023-10-24T12:08:27+00:00", "repo": "caicloud/cyclone", "stars": 1065, "tags": ["workflow-engine", "dag", "cicd-pipelines", "ai-pipeline", "multi-tenancy", "helm", "devops", "containers", "automation", "kubernetes", "docker"], "topics": ["continuous-integration", "continuous-delivery", "ci-cd", "kubernetes", "workflow", "dag", "ai-pipeline"], "urls": [], "use_cases": ["run CI/CD pipelines on kubernetes", "orchestrate DAG workflows with kubernetes resources", "build AI devops pipelines", "trigger builds from webhooks or cron schedules", "execute workflows across multiple kubernetes clusters", "manage multi-tenant pipeline isolation"], "what_it_is": "Cyclone is a workflow engine and end-to-end pipeline solution built entirely on native Kubernetes resources, with no extra dependencies. It provides DAG-based workflow scheduling plus built-in CI/CD and AI DevOps pipeline templates that run anywhere Kubernetes is deployed.", "when_to_avoid": ["you are not running Kubernetes", "you need a mature, actively developed CI system - the latest release was October 2023 and activity appears limited", "you prefer simpler non-Kubernetes CI tools like Jenkins or GitHub Actions"], "when_to_choose": ["you want CI/CD or AI pipelines implemented purely with native Kubernetes resources", "you need DAG scheduling with pause, resume, retry and cancel controls", "you need multi-cluster or multi-tenant workflow execution"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/cyclone", "repo": "caicloud/cyclone", "role": "main", "score": 23}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:03:26.696106+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T06:55:29.125920+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7f8ed93fad1486a37c982e6d39c97affb0870c25458f34423cf0537660c76775", "fetched_at": "2026-08-28T04:03:26.696106+00:00", "kind": "readme", "missing": false, "url": "https://github.com/caicloud/cyclone"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:03:26.696106+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T06:55:29.125920+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7f8ed93fad1486a37c982e6d39c97affb0870c25458f34423cf0537660c76775", "fetched_at": "2026-08-28T04:03:26.696106+00:00", "kind": "readme", "missing": false, "url": "https://github.com/caicloud/cyclone"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T06:55:29.125920+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7f8ed93fad1486a37c982e6d39c97affb0870c25458f34423cf0537660c76775", "fetched_at": "2026-08-28T04:03:26.696106+00:00", "kind": "readme", "missing": false, "url": "https://github.com/caicloud/cyclone"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:03:26.696106+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:03:26.696106+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:03:26.696106+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T06:55:29.125920+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7f8ed93fad1486a37c982e6d39c97affb0870c25458f34423cf0537660c76775", "fetched_at": "2026-08-28T04:03:26.696106+00:00", "kind": "readme", "missing": false, "url": "https://github.com/caicloud/cyclone"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:03:26.696106+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:03:26.696106+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T06:55:29.125920+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7f8ed93fad1486a37c982e6d39c97affb0870c25458f34423cf0537660c76775", "fetched_at": "2026-08-28T04:03:26.696106+00:00", "kind": "readme", "missing": false, "url": "https://github.com/caicloud/cyclone"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:03:26.696106+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:03:26.696106+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:03:26.696106+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T06:55:29.125920+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7f8ed93fad1486a37c982e6d39c97affb0870c25458f34423cf0537660c76775", "fetched_at": "2026-08-28T04:03:26.696106+00:00", "kind": "readme", "missing": false, "url": "https://github.com/caicloud/cyclone"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:03:26.696106+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:03:26.696106+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T06:55:29.125920+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7f8ed93fad1486a37c982e6d39c97affb0870c25458f34423cf0537660c76775", "fetched_at": "2026-08-28T04:03:26.696106+00:00", "kind": "readme", "missing": false, "url": "https://github.com/caicloud/cyclone"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T06:55:29.125920+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7f8ed93fad1486a37c982e6d39c97affb0870c25458f34423cf0537660c76775", "fetched_at": "2026-08-28T04:03:26.696106+00:00", "kind": "readme", "missing": false, "url": "https://github.com/caicloud/cyclone"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T06:55:29.125920+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7f8ed93fad1486a37c982e6d39c97affb0870c25458f34423cf0537660c76775", "fetched_at": "2026-08-28T04:03:26.696106+00:00", "kind": "readme", "missing": false, "url": "https://github.com/caicloud/cyclone"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T06:55:29.125920+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7f8ed93fad1486a37c982e6d39c97affb0870c25458f34423cf0537660c76775", "fetched_at": "2026-08-28T04:03:26.696106+00:00", "kind": "readme", "missing": false, "url": "https://github.com/caicloud/cyclone"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 100, "rhythm": 8}, "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": 3607, "days_push": 1044, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 23, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}