{"schema_version":"onlylabs.public_signal.v1","title":"Cloudflare (Workers AI) Release: cloudflare/cloudflared 2026.3.0","description":"Cloudflare (Workers AI) release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/6b1afe09-59c5-4d71-b525-81038077787a","json_url":"https://onlylabs.fyi/signals/6b1afe09-59c5-4d71-b525-81038077787a/signal.json","generated_at":"2026-06-11T03:38:48.289606+00:00","org":{"slug":"cloudflare","name":"Cloudflare (Workers AI)","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/cloudflare","dossier_json_url":"https://onlylabs.fyi/labs/cloudflare/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/6b1afe09-59c5-4d71-b525-81038077787a","signal_json":"https://onlylabs.fyi/signals/6b1afe09-59c5-4d71-b525-81038077787a/signal.json","source":"https://github.com/cloudflare/cloudflared/releases/tag/2026.3.0","lab_dossier":"https://onlylabs.fyi/labs/cloudflare","lab_dossier_json":"https://onlylabs.fyi/labs/cloudflare/dossier.json","analysis":"https://onlylabs.fyi/analysis/cloudflare","analysis_json":"https://onlylabs.fyi/analysis/cloudflare/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/cloudflare/evidence.json","category":"https://onlylabs.fyi/neoclouds","category_json":"https://onlylabs.fyi/neoclouds.json","category_feed":"https://onlylabs.fyi/neoclouds/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","topic":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml?category=neocloud","data_business":null},"answer_pack":{"answer":"Cloudflare (Workers AI) published cloudflare/cloudflared 2026.3.0 (cloudflare/cloudflared). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine update to existing tool · 2026.3.0 Repository: cloudflare/cloudflared Tag: 2026.3.0 Published: 2026-03-09T14:17:29Z Prerelease: no Release notes: SHA256 Checksums: ``` cloudflared-amd64.pkg:.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/cloudflare/cloudflared/releases/tag/2026.3.0","source_host":"github.com","occurred_at":"2026-03-09T14:17:29+00:00","first_seen_at":"2026-06-06T01:49:58.201724+00:00","date_source":"source","context":"cloudflare/cloudflared"},"context_markers":[{"label":"Lab","value":"Cloudflare (Workers AI)","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"cloudflare/cloudflared","source":"source"},{"label":"Release","value":"2026.3.0","source":"source"},{"label":"Notability","value":"Routine update to existing tool","source":"signal"}],"evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/cloudflare/cloudflared/releases/tag/2026.3.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:38:48.289606+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/6b1afe09-59c5-4d71-b525-81038077787a/signal.json","dossier_json":"https://onlylabs.fyi/labs/cloudflare/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/cloudflare/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/cloudflare/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml?category=neocloud","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","evidence_focus":["model card","release note","version or tag","pipeline tag","license","downloads, likes, stars, and linked papers"],"extraction_questions":["What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Which launches create new eval, data, infra, or deployment needs?","Which shipped signals are missing captured page context?"],"signal_questions":["What changed in this release, and what downstream data or infrastructure need could it create?","What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Do the 6 related release signals show a repeated pattern?"],"output_fields":["org","release_type","artifact","traction","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, keep conclusions tied to category-specific strategy, source evidence, and follow-up questions.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/6b1afe09-59c5-4d71-b525-81038077787a/signal.json","required":true},{"label":"source","url":"https://github.com/cloudflare/cloudflared/releases/tag/2026.3.0","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/cloudflare/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/cloudflare/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/releases/signals.json?category=neocloud","required":false},{"label":"data_radar_json","url":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze Cloudflare (Workers AI)'s release signal \"cloudflare/cloudflared 2026.3.0\" for neocloud strategy."},"semantic_triples":[{"subject":"Cloudflare (Workers AI)","predicate":"released","object":"cloudflare/cloudflared 2026.3.0","text":"Cloudflare (Workers AI) released cloudflare/cloudflared 2026.3.0."},{"subject":"cloudflare/cloudflared 2026.3.0","predicate":"is classified as","object":"release signal","text":"cloudflare/cloudflared 2026.3.0 is classified as release signal."},{"subject":"cloudflare/cloudflared 2026.3.0","predicate":"belongs to","object":"releases desk","text":"cloudflare/cloudflared 2026.3.0 belongs to releases desk."},{"subject":"cloudflare/cloudflared 2026.3.0","predicate":"has context","object":"cloudflare/cloudflared","text":"cloudflare/cloudflared 2026.3.0 has context cloudflare/cloudflared."},{"subject":"cloudflare/cloudflared 2026.3.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"cloudflare/cloudflared 2026.3.0 has evidence coverage 1 captured evidence page."},{"subject":"cloudflare/cloudflared 2026.3.0","predicate":"has captured page count","object":"1","text":"cloudflare/cloudflared 2026.3.0 has captured page count 1."},{"subject":"cloudflare/cloudflared 2026.3.0","predicate":"has readable page count","object":"1","text":"cloudflare/cloudflared 2026.3.0 has readable page count 1."},{"subject":"cloudflare/cloudflared 2026.3.0","predicate":"has related signal count","object":"6","text":"cloudflare/cloudflared 2026.3.0 has related signal count 6."},{"subject":"cloudflare/cloudflared 2026.3.0","predicate":"has analysis playbook objective","object":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","text":"cloudflare/cloudflared 2026.3.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"cloudflare/cloudflared 2026.3.0","predicate":"has source host","object":"github.com","text":"cloudflare/cloudflared 2026.3.0 has source host github.com."},{"subject":"cloudflare/cloudflared 2026.3.0","predicate":"has lab","object":"Cloudflare (Workers AI)","text":"cloudflare/cloudflared 2026.3.0 has lab Cloudflare (Workers AI)."},{"subject":"cloudflare/cloudflared 2026.3.0","predicate":"has signal desk","object":"releases","text":"cloudflare/cloudflared 2026.3.0 has signal desk releases."},{"subject":"cloudflare/cloudflared 2026.3.0","predicate":"has source host","object":"github.com","text":"cloudflare/cloudflared 2026.3.0 has source host github.com."},{"subject":"cloudflare/cloudflared 2026.3.0","predicate":"has repository","object":"cloudflare/cloudflared","text":"cloudflare/cloudflared 2026.3.0 has repository cloudflare/cloudflared."},{"subject":"cloudflare/cloudflared 2026.3.0","predicate":"has release","object":"2026.3.0","text":"cloudflare/cloudflared 2026.3.0 has release 2026.3.0."},{"subject":"cloudflare/cloudflared 2026.3.0","predicate":"has notability","object":"Routine update to existing tool","text":"cloudflare/cloudflared 2026.3.0 has notability Routine update to existing tool."}]},"intelligence":{"signal_desk":"releases","answer":"Cloudflare (Workers AI) published cloudflare/cloudflared 2026.3.0 (cloudflare/cloudflared). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine update to existing tool · 2026.3.0 Repository: cloudflare/cloudflared Tag: 2026.3.0 Published: 2026-03-09T14:17:29Z Prerelease: no Release notes: SHA256 Checksums: ``` cloudflared-amd64.pkg:.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Cloudflare (Workers AI)","predicate":"released","object":"cloudflare/cloudflared 2026.3.0","text":"Cloudflare (Workers AI) released cloudflare/cloudflared 2026.3.0."},{"subject":"cloudflare/cloudflared 2026.3.0","predicate":"is classified as","object":"release signal","text":"cloudflare/cloudflared 2026.3.0 is classified as release signal."},{"subject":"cloudflare/cloudflared 2026.3.0","predicate":"belongs to","object":"releases desk","text":"cloudflare/cloudflared 2026.3.0 belongs to releases desk."},{"subject":"cloudflare/cloudflared 2026.3.0","predicate":"has context","object":"cloudflare/cloudflared","text":"cloudflare/cloudflared 2026.3.0 has context cloudflare/cloudflared."},{"subject":"cloudflare/cloudflared 2026.3.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"cloudflare/cloudflared 2026.3.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"6b1afe09-59c5-4d71-b525-81038077787a","url":"https://onlylabs.fyi/signals/6b1afe09-59c5-4d71-b525-81038077787a","json_url":"https://onlylabs.fyi/signals/6b1afe09-59c5-4d71-b525-81038077787a/signal.json","source_url":"https://github.com/cloudflare/cloudflared/releases/tag/2026.3.0","title":"cloudflare/cloudflared 2026.3.0","summary":"Cloudflare (Workers AI) published release notes. onlylabs watches releases for what actually shipped.","context":"cloudflare/cloudflared","kind":{"key":"release","label":"Release"},"org":{"slug":"cloudflare","name":"Cloudflare (Workers 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