{"adoption": {"forks": 568, "observed_at": "2026-08-28T04:08:12.596071+00:00", "stars": 3633}, "canonical_url": "https://ross.abutalabs.com/products/kiali", "card": {"archived": false, "artifact_type": "application", "description": "Kiali project, observability for the Istio service mesh", "domain": ["microservices", "monitoring"], "enriched": true, "function": ["monitoring", "tracing", "data-visualization", "developer-tools"], "health_score": 100, "homepage": "https://www.kiali.io", "language": "Go", "license": "Apache-2.0", "license_family": "permissive", "maturity": "active", "member_repos": ["kiali/kiali"], "name": "kiali/kiali", "platform": ["self-hosted", "go"], "pushed_at": "2026-08-26T19:14:11+00:00", "repo": "kiali/kiali", "stars": 3633, "tags": ["istio", "service-mesh", "observability", "openshift", "prometheus", "jaeger", "devops", "containers", "kubernetes", "docker", "web-server"], "topics": ["observability", "service-mesh", "istio", "openshift", "management"], "urls": [], "use_cases": ["visualize istio service mesh traffic topology", "validate istio configuration for misconfigurations", "troubleshoot service mesh health and errors", "manage istio virtual services and destination rules", "view distributed traces with jaeger or tempo", "configure istio traffic routing via a UI"], "what_it_is": "Kiali is an observability console for the Istio service mesh, providing topology visualization, health monitoring, configuration validation, and tracing integration. It can be installed as an Istio add-on or run locally against a cluster.", "when_to_avoid": ["you don't use a service mesh", "you need a general-purpose Kubernetes dashboard without Istio focus"], "when_to_choose": ["you run Istio or OpenShift Service Mesh and need a management console", "you want semantic validations of Istio config beyond static checks", "you need correlated logs, metrics, and traces for mesh troubleshooting"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/kiali", "repo": "kiali/kiali", "role": "main", "score": 99}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:08:12.596071+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T18:31:51.988583+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "2f1d02cf599a4227941a7e554ca53dfab840838c9a87fab401528d9f49ce6ade", "fetched_at": "2026-08-29T09:26:44.556610+00:00", "kind": "homepage", "missing": false, "url": "https://www.kiali.io"}, {"content_hash": "e6a4eac27526a0b726522f86331d65bbe6c0c4bd6abd4cbecf524a3043bc3f26", "fetched_at": "2026-08-29T09:26:44.559284+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs"}, {"content_hash": "2e1047669167b8a53f8e40430b3a850ef366d1eeb072611754f95f83fb63631b", "fetched_at": "2026-08-29T09:26:44.560989+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/installation/quick-start"}, {"content_hash": "72da8de8caa455b5fd3b2269df913fc5bb9172dab841d76f377fe1c92de9e7af", "fetched_at": "2026-08-29T09:26:44.562685+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/topology"}, {"content_hash": "f8b3970e08f41b9a593d118b1cc84a9b358218aef5817cd124f541fff8c102a4", "fetched_at": "2026-08-29T09:26:44.564362+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/health"}, {"content_hash": "64fcf94a0ca0653127f4f8a29fbbcf79daaba4345c75970a8925efa8a9118ad5", "fetched_at": "2026-08-29T09:26:44.565898+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/details"}, {"content_hash": "ee053bdcf0073cc640b64b30fcc05d032c23fbc2302616215d28d58070b72721", "fetched_at": "2026-08-29T09:26:44.567614+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/tracing"}, {"content_hash": "6eca5cf2c976f8c93f150dc0b632919b8bf713b326e8601b971cca0a24223c93", "fetched_at": "2026-08-29T09:26:44.569169+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/validations"}, {"content_hash": "89eab4185b5eb6d40b1ec6a778cc6cacbaf21cc561011a9c09b23d1a8fc059e6", "fetched_at": "2026-08-29T09:26:44.572821+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/wizards"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:08:12.596071+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T18:31:51.988583+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "2f1d02cf599a4227941a7e554ca53dfab840838c9a87fab401528d9f49ce6ade", "fetched_at": "2026-08-29T09:26:44.556610+00:00", "kind": "homepage", "missing": false, "url": "https://www.kiali.io"}, {"content_hash": "e6a4eac27526a0b726522f86331d65bbe6c0c4bd6abd4cbecf524a3043bc3f26", "fetched_at": "2026-08-29T09:26:44.559284+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs"}, {"content_hash": "2e1047669167b8a53f8e40430b3a850ef366d1eeb072611754f95f83fb63631b", "fetched_at": "2026-08-29T09:26:44.560989+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/installation/quick-start"}, {"content_hash": "72da8de8caa455b5fd3b2269df913fc5bb9172dab841d76f377fe1c92de9e7af", "fetched_at": "2026-08-29T09:26:44.562685+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/topology"}, {"content_hash": "f8b3970e08f41b9a593d118b1cc84a9b358218aef5817cd124f541fff8c102a4", "fetched_at": "2026-08-29T09:26:44.564362+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/health"}, {"content_hash": "64fcf94a0ca0653127f4f8a29fbbcf79daaba4345c75970a8925efa8a9118ad5", "fetched_at": "2026-08-29T09:26:44.565898+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/details"}, {"content_hash": "ee053bdcf0073cc640b64b30fcc05d032c23fbc2302616215d28d58070b72721", "fetched_at": "2026-08-29T09:26:44.567614+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/tracing"}, {"content_hash": "6eca5cf2c976f8c93f150dc0b632919b8bf713b326e8601b971cca0a24223c93", "fetched_at": "2026-08-29T09:26:44.569169+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/validations"}, {"content_hash": "89eab4185b5eb6d40b1ec6a778cc6cacbaf21cc561011a9c09b23d1a8fc059e6", "fetched_at": "2026-08-29T09:26:44.572821+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/wizards"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T18:31:51.988583+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "2f1d02cf599a4227941a7e554ca53dfab840838c9a87fab401528d9f49ce6ade", "fetched_at": "2026-08-29T09:26:44.556610+00:00", "kind": "homepage", "missing": false, "url": "https://www.kiali.io"}, {"content_hash": "e6a4eac27526a0b726522f86331d65bbe6c0c4bd6abd4cbecf524a3043bc3f26", "fetched_at": "2026-08-29T09:26:44.559284+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs"}, {"content_hash": "2e1047669167b8a53f8e40430b3a850ef366d1eeb072611754f95f83fb63631b", "fetched_at": "2026-08-29T09:26:44.560989+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/installation/quick-start"}, {"content_hash": "72da8de8caa455b5fd3b2269df913fc5bb9172dab841d76f377fe1c92de9e7af", "fetched_at": "2026-08-29T09:26:44.562685+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/topology"}, {"content_hash": "f8b3970e08f41b9a593d118b1cc84a9b358218aef5817cd124f541fff8c102a4", "fetched_at": "2026-08-29T09:26:44.564362+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/health"}, {"content_hash": "64fcf94a0ca0653127f4f8a29fbbcf79daaba4345c75970a8925efa8a9118ad5", "fetched_at": "2026-08-29T09:26:44.565898+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/details"}, {"content_hash": "ee053bdcf0073cc640b64b30fcc05d032c23fbc2302616215d28d58070b72721", "fetched_at": "2026-08-29T09:26:44.567614+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/tracing"}, {"content_hash": "6eca5cf2c976f8c93f150dc0b632919b8bf713b326e8601b971cca0a24223c93", "fetched_at": "2026-08-29T09:26:44.569169+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/validations"}, {"content_hash": "89eab4185b5eb6d40b1ec6a778cc6cacbaf21cc561011a9c09b23d1a8fc059e6", "fetched_at": "2026-08-29T09:26:44.572821+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/wizards"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:08:12.596071+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:08:12.596071+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:08:12.596071+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T18:31:51.988583+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "2f1d02cf599a4227941a7e554ca53dfab840838c9a87fab401528d9f49ce6ade", "fetched_at": "2026-08-29T09:26:44.556610+00:00", "kind": "homepage", "missing": false, "url": "https://www.kiali.io"}, {"content_hash": "e6a4eac27526a0b726522f86331d65bbe6c0c4bd6abd4cbecf524a3043bc3f26", "fetched_at": "2026-08-29T09:26:44.559284+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs"}, {"content_hash": "2e1047669167b8a53f8e40430b3a850ef366d1eeb072611754f95f83fb63631b", "fetched_at": "2026-08-29T09:26:44.560989+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/installation/quick-start"}, {"content_hash": "72da8de8caa455b5fd3b2269df913fc5bb9172dab841d76f377fe1c92de9e7af", "fetched_at": "2026-08-29T09:26:44.562685+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/topology"}, {"content_hash": "f8b3970e08f41b9a593d118b1cc84a9b358218aef5817cd124f541fff8c102a4", "fetched_at": "2026-08-29T09:26:44.564362+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/health"}, {"content_hash": "64fcf94a0ca0653127f4f8a29fbbcf79daaba4345c75970a8925efa8a9118ad5", "fetched_at": "2026-08-29T09:26:44.565898+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/details"}, {"content_hash": "ee053bdcf0073cc640b64b30fcc05d032c23fbc2302616215d28d58070b72721", "fetched_at": "2026-08-29T09:26:44.567614+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/tracing"}, {"content_hash": "6eca5cf2c976f8c93f150dc0b632919b8bf713b326e8601b971cca0a24223c93", "fetched_at": "2026-08-29T09:26:44.569169+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/validations"}, {"content_hash": "89eab4185b5eb6d40b1ec6a778cc6cacbaf21cc561011a9c09b23d1a8fc059e6", "fetched_at": "2026-08-29T09:26:44.572821+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/wizards"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:08:12.596071+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:08:12.596071+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T18:31:51.988583+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "2f1d02cf599a4227941a7e554ca53dfab840838c9a87fab401528d9f49ce6ade", "fetched_at": "2026-08-29T09:26:44.556610+00:00", "kind": "homepage", "missing": false, "url": "https://www.kiali.io"}, {"content_hash": "e6a4eac27526a0b726522f86331d65bbe6c0c4bd6abd4cbecf524a3043bc3f26", "fetched_at": "2026-08-29T09:26:44.559284+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs"}, {"content_hash": "2e1047669167b8a53f8e40430b3a850ef366d1eeb072611754f95f83fb63631b", "fetched_at": "2026-08-29T09:26:44.560989+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/installation/quick-start"}, {"content_hash": "72da8de8caa455b5fd3b2269df913fc5bb9172dab841d76f377fe1c92de9e7af", "fetched_at": "2026-08-29T09:26:44.562685+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/topology"}, {"content_hash": "f8b3970e08f41b9a593d118b1cc84a9b358218aef5817cd124f541fff8c102a4", "fetched_at": "2026-08-29T09:26:44.564362+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/health"}, {"content_hash": "64fcf94a0ca0653127f4f8a29fbbcf79daaba4345c75970a8925efa8a9118ad5", "fetched_at": "2026-08-29T09:26:44.565898+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/details"}, {"content_hash": "ee053bdcf0073cc640b64b30fcc05d032c23fbc2302616215d28d58070b72721", "fetched_at": "2026-08-29T09:26:44.567614+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/tracing"}, {"content_hash": "6eca5cf2c976f8c93f150dc0b632919b8bf713b326e8601b971cca0a24223c93", "fetched_at": "2026-08-29T09:26:44.569169+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/validations"}, {"content_hash": "89eab4185b5eb6d40b1ec6a778cc6cacbaf21cc561011a9c09b23d1a8fc059e6", "fetched_at": "2026-08-29T09:26:44.572821+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/wizards"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:08:12.596071+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:08:12.596071+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:08:12.596071+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T18:31:51.988583+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "2f1d02cf599a4227941a7e554ca53dfab840838c9a87fab401528d9f49ce6ade", "fetched_at": "2026-08-29T09:26:44.556610+00:00", "kind": "homepage", "missing": false, "url": "https://www.kiali.io"}, {"content_hash": "e6a4eac27526a0b726522f86331d65bbe6c0c4bd6abd4cbecf524a3043bc3f26", "fetched_at": "2026-08-29T09:26:44.559284+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs"}, {"content_hash": "2e1047669167b8a53f8e40430b3a850ef366d1eeb072611754f95f83fb63631b", "fetched_at": "2026-08-29T09:26:44.560989+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/installation/quick-start"}, {"content_hash": "72da8de8caa455b5fd3b2269df913fc5bb9172dab841d76f377fe1c92de9e7af", "fetched_at": "2026-08-29T09:26:44.562685+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/topology"}, {"content_hash": "f8b3970e08f41b9a593d118b1cc84a9b358218aef5817cd124f541fff8c102a4", "fetched_at": "2026-08-29T09:26:44.564362+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/health"}, {"content_hash": "64fcf94a0ca0653127f4f8a29fbbcf79daaba4345c75970a8925efa8a9118ad5", "fetched_at": "2026-08-29T09:26:44.565898+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/details"}, {"content_hash": "ee053bdcf0073cc640b64b30fcc05d032c23fbc2302616215d28d58070b72721", "fetched_at": "2026-08-29T09:26:44.567614+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/tracing"}, {"content_hash": "6eca5cf2c976f8c93f150dc0b632919b8bf713b326e8601b971cca0a24223c93", "fetched_at": "2026-08-29T09:26:44.569169+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/validations"}, {"content_hash": "89eab4185b5eb6d40b1ec6a778cc6cacbaf21cc561011a9c09b23d1a8fc059e6", "fetched_at": "2026-08-29T09:26:44.572821+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/wizards"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:08:12.596071+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:08:12.596071+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T18:31:51.988583+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "2f1d02cf599a4227941a7e554ca53dfab840838c9a87fab401528d9f49ce6ade", "fetched_at": "2026-08-29T09:26:44.556610+00:00", "kind": "homepage", "missing": false, "url": "https://www.kiali.io"}, {"content_hash": "e6a4eac27526a0b726522f86331d65bbe6c0c4bd6abd4cbecf524a3043bc3f26", "fetched_at": "2026-08-29T09:26:44.559284+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs"}, {"content_hash": "2e1047669167b8a53f8e40430b3a850ef366d1eeb072611754f95f83fb63631b", "fetched_at": "2026-08-29T09:26:44.560989+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/installation/quick-start"}, {"content_hash": "72da8de8caa455b5fd3b2269df913fc5bb9172dab841d76f377fe1c92de9e7af", "fetched_at": "2026-08-29T09:26:44.562685+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/topology"}, {"content_hash": "f8b3970e08f41b9a593d118b1cc84a9b358218aef5817cd124f541fff8c102a4", "fetched_at": "2026-08-29T09:26:44.564362+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/health"}, {"content_hash": "64fcf94a0ca0653127f4f8a29fbbcf79daaba4345c75970a8925efa8a9118ad5", "fetched_at": "2026-08-29T09:26:44.565898+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/details"}, {"content_hash": "ee053bdcf0073cc640b64b30fcc05d032c23fbc2302616215d28d58070b72721", "fetched_at": "2026-08-29T09:26:44.567614+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/tracing"}, {"content_hash": "6eca5cf2c976f8c93f150dc0b632919b8bf713b326e8601b971cca0a24223c93", "fetched_at": "2026-08-29T09:26:44.569169+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/validations"}, {"content_hash": "89eab4185b5eb6d40b1ec6a778cc6cacbaf21cc561011a9c09b23d1a8fc059e6", "fetched_at": "2026-08-29T09:26:44.572821+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/wizards"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T18:31:51.988583+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "2f1d02cf599a4227941a7e554ca53dfab840838c9a87fab401528d9f49ce6ade", "fetched_at": "2026-08-29T09:26:44.556610+00:00", "kind": "homepage", "missing": false, "url": "https://www.kiali.io"}, {"content_hash": "e6a4eac27526a0b726522f86331d65bbe6c0c4bd6abd4cbecf524a3043bc3f26", "fetched_at": "2026-08-29T09:26:44.559284+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs"}, {"content_hash": "2e1047669167b8a53f8e40430b3a850ef366d1eeb072611754f95f83fb63631b", "fetched_at": "2026-08-29T09:26:44.560989+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/installation/quick-start"}, {"content_hash": "72da8de8caa455b5fd3b2269df913fc5bb9172dab841d76f377fe1c92de9e7af", "fetched_at": "2026-08-29T09:26:44.562685+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/topology"}, {"content_hash": "f8b3970e08f41b9a593d118b1cc84a9b358218aef5817cd124f541fff8c102a4", "fetched_at": "2026-08-29T09:26:44.564362+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/health"}, {"content_hash": "64fcf94a0ca0653127f4f8a29fbbcf79daaba4345c75970a8925efa8a9118ad5", "fetched_at": "2026-08-29T09:26:44.565898+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/details"}, {"content_hash": "ee053bdcf0073cc640b64b30fcc05d032c23fbc2302616215d28d58070b72721", "fetched_at": "2026-08-29T09:26:44.567614+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/tracing"}, {"content_hash": "6eca5cf2c976f8c93f150dc0b632919b8bf713b326e8601b971cca0a24223c93", "fetched_at": "2026-08-29T09:26:44.569169+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/validations"}, {"content_hash": "89eab4185b5eb6d40b1ec6a778cc6cacbaf21cc561011a9c09b23d1a8fc059e6", "fetched_at": "2026-08-29T09:26:44.572821+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/wizards"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T18:31:51.988583+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "2f1d02cf599a4227941a7e554ca53dfab840838c9a87fab401528d9f49ce6ade", "fetched_at": "2026-08-29T09:26:44.556610+00:00", "kind": "homepage", "missing": false, "url": "https://www.kiali.io"}, {"content_hash": "e6a4eac27526a0b726522f86331d65bbe6c0c4bd6abd4cbecf524a3043bc3f26", "fetched_at": "2026-08-29T09:26:44.559284+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs"}, {"content_hash": "2e1047669167b8a53f8e40430b3a850ef366d1eeb072611754f95f83fb63631b", "fetched_at": "2026-08-29T09:26:44.560989+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/installation/quick-start"}, {"content_hash": "72da8de8caa455b5fd3b2269df913fc5bb9172dab841d76f377fe1c92de9e7af", "fetched_at": "2026-08-29T09:26:44.562685+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/topology"}, {"content_hash": "f8b3970e08f41b9a593d118b1cc84a9b358218aef5817cd124f541fff8c102a4", "fetched_at": "2026-08-29T09:26:44.564362+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/health"}, {"content_hash": "64fcf94a0ca0653127f4f8a29fbbcf79daaba4345c75970a8925efa8a9118ad5", "fetched_at": "2026-08-29T09:26:44.565898+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/details"}, {"content_hash": "ee053bdcf0073cc640b64b30fcc05d032c23fbc2302616215d28d58070b72721", "fetched_at": "2026-08-29T09:26:44.567614+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/tracing"}, {"content_hash": "6eca5cf2c976f8c93f150dc0b632919b8bf713b326e8601b971cca0a24223c93", "fetched_at": "2026-08-29T09:26:44.569169+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/validations"}, {"content_hash": "89eab4185b5eb6d40b1ec6a778cc6cacbaf21cc561011a9c09b23d1a8fc059e6", "fetched_at": "2026-08-29T09:26:44.572821+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/wizards"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T18:31:51.988583+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "2f1d02cf599a4227941a7e554ca53dfab840838c9a87fab401528d9f49ce6ade", "fetched_at": "2026-08-29T09:26:44.556610+00:00", "kind": "homepage", "missing": false, "url": "https://www.kiali.io"}, {"content_hash": "e6a4eac27526a0b726522f86331d65bbe6c0c4bd6abd4cbecf524a3043bc3f26", "fetched_at": "2026-08-29T09:26:44.559284+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs"}, {"content_hash": "2e1047669167b8a53f8e40430b3a850ef366d1eeb072611754f95f83fb63631b", "fetched_at": "2026-08-29T09:26:44.560989+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/installation/quick-start"}, {"content_hash": "72da8de8caa455b5fd3b2269df913fc5bb9172dab841d76f377fe1c92de9e7af", "fetched_at": "2026-08-29T09:26:44.562685+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/topology"}, {"content_hash": "f8b3970e08f41b9a593d118b1cc84a9b358218aef5817cd124f541fff8c102a4", "fetched_at": "2026-08-29T09:26:44.564362+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/health"}, {"content_hash": "64fcf94a0ca0653127f4f8a29fbbcf79daaba4345c75970a8925efa8a9118ad5", "fetched_at": "2026-08-29T09:26:44.565898+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/details"}, {"content_hash": "ee053bdcf0073cc640b64b30fcc05d032c23fbc2302616215d28d58070b72721", "fetched_at": "2026-08-29T09:26:44.567614+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/tracing"}, {"content_hash": "6eca5cf2c976f8c93f150dc0b632919b8bf713b326e8601b971cca0a24223c93", "fetched_at": "2026-08-29T09:26:44.569169+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/validations"}, {"content_hash": "89eab4185b5eb6d40b1ec6a778cc6cacbaf21cc561011a9c09b23d1a8fc059e6", "fetched_at": "2026-08-29T09:26:44.572821+00:00", "kind": "site_page", "missing": false, "url": "https://kiali.io/docs/features/wizards"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 99, "longevity": 100, "rhythm": 99}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": ["no_readme"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 3132, "days_push": 7, "days_rel": 10, "gap_med": 20.5, "n_releases_24m": 35}, "score": 99, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}