{"kind":"site-task","row":{"site":"kubernetes.io","category":"reported","task":"dev_saas_api.read_kubernetes_api_docs","health":"degraded","aes":80,"confidence":{"score":0.32,"level":"low","sample_size":1,"rationale":"Confidence reflects 0.4 effective weight, Wilson bounds 0.060462-0.995994, and Beta posterior mean 0.549897."},"freshness":{"updated_at":"2026-06-27T06:11:03.884Z","age_days":2.2,"status":"fresh","rationale":"Latest evidence is 2.2 days old."},"known_blockers":["public_url_verified","login_required_for_final_action","final_action_requires_human"],"recipe_uri":null},"siteName":"Kubernetes","taskPhrase":"read Kubernetes Api Docs","taskTitle":"Dev Saas Api / Read Kubernetes Api Docs","categoryTitle":"Reported","categoryKey":"reported","verdict":"Yes, with a human handoff","tone":"warning","verdictSentence":"Yes, with a human handoff - as of Jun 27, 2026, AI agents can read Kubernetes Api Docs on Kubernetes. 80% task outcome signal across 1 observations; main blocker: Public Url Verified.","outcomeRate":80,"outcomeSplit":{"success":19,"handoff":46,"partial":15,"blocked":20},"topBlocker":"public_url_verified","bodySections":["attempt","evidence","agent_builders","blockers","handoff"],"gate":{"indexable":true,"reasons":[],"bodySectionCount":5},"paths":{"canonical":"/sites/kubernetes.io/dev_saas_api.read_kubernetes_api_docs","markdown":"/sites/kubernetes.io/dev_saas_api.read_kubernetes_api_docs.md","json":"/sites/kubernetes.io/dev_saas_api.read_kubernetes_api_docs/data","apiStatus":"/api/v1/status/kubernetes.io","apiRecipe":"/api/v1/recipes/kubernetes.io/dev_saas_api.read_kubernetes_api_docs"},"breadcrumbs":[{"name":"Home","href":"/"},{"name":"Reported","href":"/categories/reported"},{"name":"Kubernetes","href":"/sites/kubernetes.io"},{"name":"Dev Saas Api / Read Kubernetes Api Docs","href":"/sites/kubernetes.io/dev_saas_api.read_kubernetes_api_docs"}],"lattice":{"primary":[{"href":"/tasks/dev_saas_api.read_kubernetes_api_docs","label":"All sites where agents read Kubernetes Api Docs"},{"href":"/sites/kubernetes.io","label":"Kubernetes agent reliability report"},{"href":"/categories/reported","label":"Reported agent task category"},{"href":"/rankings/dev_saas_api.read_kubernetes_api_docs","label":"Best and worst sites to read Kubernetes Api Docs"},{"href":"/submit","label":"Submit an observation for Kubernetes read Kubernetes Api Docs"}],"blockers":[{"href":"/blockers/public_url_verified","label":"Websites with Public Url Verified friction"},{"href":"/blockers/login_required_for_final_action","label":"Websites with Login Required For Final Action friction"},{"href":"/blockers/final_action_requires_human","label":"Websites with Final Action Requires Human friction"}],"siblingSites":[],"otherSiteTasks":[{"href":"/sites/kubernetes.io/dev_saas_api.find_cli_reference_docs","label":"Kubernetes find Cli Reference Docs report","note":"AES 100"},{"href":"/sites/kubernetes.io/dev_saas_api.find_api_docs","label":"Kubernetes find Api Docs report","note":"AES 80"},{"href":"/sites/kubernetes.io/dev_saas_api.find_concepts_docs","label":"Kubernetes find Concepts Docs report","note":"AES 80"},{"href":"/sites/kubernetes.io/dev_saas_api.find_configmap_docs","label":"Kubernetes find Configmap Docs report","note":"AES 80"}]},"metadata":{"title":"Can an AI agent read Kubernetes Api Docs on Kubernetes? (June 2026) - CrawlDex","description":"Yes, with a human handoff on Jun 27, 2026: 80% outcome signal across 1 observations for Kubernetes read Kubernetes Api Docs.","monthYear":"June 2026","lastVerified":"Jun 27, 2026","observations":1}}