{"kind":"site-task","row":{"site":"docs.langchain.com","category":"reported","task":"dev_saas_api.read_langchain_docs","health":"degraded","aes":80,"confidence":{"score":0.32,"level":"low","sample_size":1,"rationale":"Confidence reflects 0.4 effective weight, Wilson bounds 0.060269-0.996008, and Beta posterior mean 0.549751."},"freshness":{"updated_at":"2026-06-27T02:32:33.652Z","age_days":2.4,"status":"fresh","rationale":"Latest evidence is 2.4 days old."},"known_blockers":["public_url_verified","login_required_for_final_action","final_action_requires_human"],"recipe_uri":null},"siteName":"Docs","taskPhrase":"read Langchain Docs","taskTitle":"Dev Saas Api / Read Langchain 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 Langchain Docs on Docs. 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/docs.langchain.com/dev_saas_api.read_langchain_docs","markdown":"/sites/docs.langchain.com/dev_saas_api.read_langchain_docs.md","json":"/sites/docs.langchain.com/dev_saas_api.read_langchain_docs/data","apiStatus":"/api/v1/status/docs.langchain.com","apiRecipe":"/api/v1/recipes/docs.langchain.com/dev_saas_api.read_langchain_docs"},"breadcrumbs":[{"name":"Home","href":"/"},{"name":"Reported","href":"/categories/reported"},{"name":"Docs","href":"/sites/docs.langchain.com"},{"name":"Dev Saas Api / Read Langchain Docs","href":"/sites/docs.langchain.com/dev_saas_api.read_langchain_docs"}],"lattice":{"primary":[{"href":"/tasks/dev_saas_api.read_langchain_docs","label":"All sites where agents read Langchain Docs"},{"href":"/sites/docs.langchain.com","label":"Docs agent reliability report"},{"href":"/categories/reported","label":"Reported agent task category"},{"href":"/rankings/dev_saas_api.read_langchain_docs","label":"Best and worst sites to read Langchain Docs"},{"href":"/submit","label":"Submit an observation for Docs read Langchain 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/docs.langchain.com/dev_saas_api.find_langchain_docs_current","label":"Docs find Langchain Docs Current report","note":"AES 80"},{"href":"/sites/docs.langchain.com/dev_saas_api.find_langgraph_docs_current","label":"Docs find Langgraph Docs Current report","note":"AES 80"}]},"metadata":{"title":"Can an AI agent read Langchain Docs on Docs? (June 2026) - CrawlDex","description":"Yes, with a human handoff on Jun 27, 2026: 80% outcome signal across 1 observations for Docs read Langchain Docs.","monthYear":"June 2026","lastVerified":"Jun 27, 2026","observations":1}}