{"schema_version":"onlylabs.public_signal.v1","title":"Cloudflare (Workers AI) Release: cloudflare/cf cf@1.0.0-beta.25","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/3a6909e4-1a6e-4a81-8dab-a9ab267489c8","json_url":"https://onlylabs.fyi/signals/3a6909e4-1a6e-4a81-8dab-a9ab267489c8/signal.json","generated_at":"2026-10-29T13:59:50.539Z","evidence_latest_fetched_at":"2026-10-29T07:04:19.932608+00:00","signal_first_seen_at":"2026-10-29T07:01:04.093871+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/3a6909e4-1a6e-4a81-8dab-a9ab267489c8","signal_json":"https://onlylabs.fyi/signals/3a6909e4-1a6e-4a81-8dab-a9ab267489c8/signal.json","source":"https://github.com/cloudflare/cf/releases/tag/cf%401.0.0-beta.25","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/cf cf@1.0.0-beta.25 (cloudflare/cf). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: cf@1.0.0-beta.25 Repository: cloudflare/cf Tag: cf@1.0.0-beta.25 Published: 2026-10-28T21:59:58Z Prerelease: no Release notes: Minor Changes - 24e9142: Group OAuth.... 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/cf/releases/tag/cf%401.0.0-beta.25","source_host":"github.com","occurred_at":"2026-10-28T21:59:58+00:00","first_seen_at":"2026-10-29T07:01:04.093871+00:00","date_source":"source","context":"cloudflare/cf"},"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/cf","source":"source"},{"label":"Release","value":"cf@1.0.0-beta.25","source":"source"}],"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/cf/releases/tag/cf%401.0.0-beta.25"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-10-29T07:04:19.932608+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/3a6909e4-1a6e-4a81-8dab-a9ab267489c8/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/3a6909e4-1a6e-4a81-8dab-a9ab267489c8/signal.json","required":true},{"label":"source","url":"https://github.com/cloudflare/cf/releases/tag/cf%401.0.0-beta.25","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/cf cf@1.0.0-beta.25\" for neocloud strategy."},"semantic_triples":[{"subject":"Cloudflare (Workers AI)","predicate":"released","object":"cloudflare/cf cf@1.0.0-beta.25","text":"Cloudflare (Workers AI) released cloudflare/cf cf@1.0.0-beta.25."},{"subject":"cloudflare/cf cf@1.0.0-beta.25","predicate":"is classified as","object":"release signal","text":"cloudflare/cf cf@1.0.0-beta.25 is classified as release signal."},{"subject":"cloudflare/cf cf@1.0.0-beta.25","predicate":"belongs to","object":"releases desk","text":"cloudflare/cf cf@1.0.0-beta.25 belongs to releases desk."},{"subject":"cloudflare/cf cf@1.0.0-beta.25","predicate":"has context","object":"cloudflare/cf","text":"cloudflare/cf cf@1.0.0-beta.25 has context cloudflare/cf."},{"subject":"cloudflare/cf cf@1.0.0-beta.25","predicate":"has evidence coverage","object":"1 captured evidence page","text":"cloudflare/cf cf@1.0.0-beta.25 has evidence coverage 1 captured evidence page."},{"subject":"cloudflare/cf cf@1.0.0-beta.25","predicate":"has captured page count","object":"1","text":"cloudflare/cf cf@1.0.0-beta.25 has captured page count 1."},{"subject":"cloudflare/cf cf@1.0.0-beta.25","predicate":"has readable page count","object":"1","text":"cloudflare/cf cf@1.0.0-beta.25 has readable page count 1."},{"subject":"cloudflare/cf cf@1.0.0-beta.25","predicate":"has related signal count","object":"6","text":"cloudflare/cf cf@1.0.0-beta.25 has related signal count 6."},{"subject":"cloudflare/cf cf@1.0.0-beta.25","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/cf cf@1.0.0-beta.25 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"cloudflare/cf cf@1.0.0-beta.25","predicate":"has source host","object":"github.com","text":"cloudflare/cf cf@1.0.0-beta.25 has source host github.com."},{"subject":"cloudflare/cf cf@1.0.0-beta.25","predicate":"has lab","object":"Cloudflare (Workers AI)","text":"cloudflare/cf cf@1.0.0-beta.25 has lab Cloudflare (Workers AI)."},{"subject":"cloudflare/cf cf@1.0.0-beta.25","predicate":"has signal desk","object":"releases","text":"cloudflare/cf cf@1.0.0-beta.25 has signal desk releases."},{"subject":"cloudflare/cf cf@1.0.0-beta.25","predicate":"has source host","object":"github.com","text":"cloudflare/cf cf@1.0.0-beta.25 has source host github.com."},{"subject":"cloudflare/cf cf@1.0.0-beta.25","predicate":"has repository","object":"cloudflare/cf","text":"cloudflare/cf cf@1.0.0-beta.25 has repository cloudflare/cf."},{"subject":"cloudflare/cf cf@1.0.0-beta.25","predicate":"has release","object":"cf@1.0.0-beta.25","text":"cloudflare/cf cf@1.0.0-beta.25 has release cf@1.0.0-beta.25."}]},"intelligence":{"signal_desk":"releases","answer":"Cloudflare (Workers AI) published cloudflare/cf cf@1.0.0-beta.25 (cloudflare/cf). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: cf@1.0.0-beta.25 Repository: cloudflare/cf Tag: cf@1.0.0-beta.25 Published: 2026-10-28T21:59:58Z Prerelease: no Release notes: Minor Changes - 24e9142: Group OAuth.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Cloudflare (Workers AI)","predicate":"released","object":"cloudflare/cf cf@1.0.0-beta.25","text":"Cloudflare (Workers AI) released cloudflare/cf cf@1.0.0-beta.25."},{"subject":"cloudflare/cf cf@1.0.0-beta.25","predicate":"is classified as","object":"release signal","text":"cloudflare/cf cf@1.0.0-beta.25 is classified as release signal."},{"subject":"cloudflare/cf cf@1.0.0-beta.25","predicate":"belongs to","object":"releases desk","text":"cloudflare/cf cf@1.0.0-beta.25 belongs to releases desk."},{"subject":"cloudflare/cf cf@1.0.0-beta.25","predicate":"has context","object":"cloudflare/cf","text":"cloudflare/cf cf@1.0.0-beta.25 has context cloudflare/cf."},{"subject":"cloudflare/cf cf@1.0.0-beta.25","predicate":"has evidence coverage","object":"1 captured evidence page","text":"cloudflare/cf cf@1.0.0-beta.25 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"3a6909e4-1a6e-4a81-8dab-a9ab267489c8","url":"https://onlylabs.fyi/signals/3a6909e4-1a6e-4a81-8dab-a9ab267489c8","json_url":"https://onlylabs.fyi/signals/3a6909e4-1a6e-4a81-8dab-a9ab267489c8/signal.json","source_url":"https://github.com/cloudflare/cf/releases/tag/cf%401.0.0-beta.25","title":"cloudflare/cf cf@1.0.0-beta.25","summary":"Cloudflare (Workers AI) published release notes. onlylabs watches releases for what actually shipped.","context":"cloudflare/cf","kind":{"key":"release","label":"Release"},"org":{"slug":"cloudflare","name":"Cloudflare (Workers AI)","category":"neocloud"},"occurred_at":"2026-10-28T21:59:58+00:00","first_seen_at":"2026-10-29T07:01:04.093871+00:00","date_source":"source","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/cf/releases/tag/cf%401.0.0-beta.25"]},"facets":{"repo":"cloudflare/cf"},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://github.com/cloudflare/cf/releases/tag/cf%401.0.0-beta.25","final_url":"https://github.com/cloudflare/cf/releases/tag/cf%401.0.0-beta.25","title":"cloudflare/cf cf@1.0.0-beta.25","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-10-29T07:04:19.932608+00:00","bytes":4336,"raw_path":"92a2d72268ec9daa37467a01bfd9f00fe12ab9151df89b46814aeba0236b7a8f.json","content_hash":"32818598d2f9d3586078e50e24a5ac1ef4ea5614c5aa5b6f32626f7aa86770e4","excerpt_chars":1200,"truncated":true,"excerpt":"cf@1.0.0-beta.25 Repository: cloudflare/cf Tag: cf@1.0.0-beta.25 Published: 2026-10-28T21:59:58Z Prerelease: no Release notes: Minor Changes - 24e9142: Group OAuth scopes by product `cf auth login` now summarizes granted scopes instead of hinting at the full list, and the new `cf auth scopes` command shows them in the product categories of Cloudflare's OAuth scope catalogue, which it caches for a day. Scopes the catalogue does not categorize are listed under Uncategorized. Pass a product name, `--all`, or `--filter ` to list the permissions, with non-read access highlighted and non-default scopes marked as custom. `cf auth whoami` is unchanged. - d11af6b: Update the generated command surface for Forge OpenAPI release `c4fbef6545cc3ae3ef7724398dc12e1fecbd9183`. - b53a8be: Update the generated command surface for Forge OpenAPI release `d35bb4402f3864b83e802be14ca7f58eb920528b`. Patch Changes - cc21ffb: Preserve arrays in generated query parameter flags Accept multiple values after a query array flag, such as `--ids first second`, while retaining support for repeated flags. Parse single values as arrays and preserve each operation's repeated-key or comma-separated query..."},"evidence_pages":[],"related_signals":[{"id":"f994c14d-aa5b-42f9-9593-f7cdd42b56d5","url":"https://onlylabs.fyi/signals/f994c14d-aa5b-42f9-9593-f7cdd42b56d5","source_url":"https://github.com/cloudflare/workerd/releases/tag/v1.20261029.1","title":"cloudflare/workerd v1.20261029.1","context":"cloudflare/workerd","kind":{"key":"release","label":"Release"},"org":{"slug":"cloudflare","name":"Cloudflare (Workers AI)","category":"neocloud"},"occurred_at":"2026-10-29T00:53:29+00:00","first_seen_at":"2026-10-29T07:01:04.093871+00:00","date_source":"source"},{"id":"91f5434e-47f9-46e6-a3ca-a54630774341","url":"https://onlylabs.fyi/signals/91f5434e-47f9-46e6-a3ca-a54630774341","source_url":"https://github.com/cloudflare/forge/releases/tag/openapi%40553d18a438f40f5a92efb1bcb8cd023026733e4f","title":"cloudflare/forge openapi@553d18a438f40f5a92efb1bcb8cd023026733e4f","context":"cloudflare/forge","kind":{"key":"release","label":"Release"},"org":{"slug":"cloudflare","name":"Cloudflare (Workers AI)","category":"neocloud"},"occurred_at":"2026-10-29T00:06:13+00:00","first_seen_at":"2026-10-29T07:01:04.093871+00:00","date_source":"source"},{"id":"305cdc58-ee1a-43cb-84a6-533f8fea9d00","url":"https://onlylabs.fyi/signals/305cdc58-ee1a-43cb-84a6-533f8fea9d00","source_url":"https://github.com/cloudflare/forge/releases/tag/openapi%40be19e64235d7d8ef0b26ae46f78b6cfe3cc4b2c3","title":"cloudflare/forge openapi@be19e64235d7d8ef0b26ae46f78b6cfe3cc4b2c3","context":"cloudflare/forge","kind":{"key":"release","label":"Release"},"org":{"slug":"cloudflare","name":"Cloudflare (Workers AI)","category":"neocloud"},"occurred_at":"2026-10-28T22:06:13+00:00","first_seen_at":"2026-10-29T07:01:04.093871+00:00","date_source":"source"},{"id":"77de9cf4-d6ce-4a8c-9ed1-d3d9b9b82334","url":"https://onlylabs.fyi/signals/77de9cf4-d6ce-4a8c-9ed1-d3d9b9b82334","source_url":"https://github.com/cloudflare/forge/releases/tag/openapi%40c06ff3ad3a1ea934e6283ce520559488777cec7f","title":"cloudflare/forge openapi@c06ff3ad3a1ea934e6283ce520559488777cec7f","context":"cloudflare/forge","kind":{"key":"release","label":"Release"},"org":{"slug":"cloudflare","name":"Cloudflare (Workers AI)","category":"neocloud"},"occurred_at":"2026-10-28T21:06:00+00:00","first_seen_at":"2026-10-29T07:01:04.093871+00:00","date_source":"source"},{"id":"1295b5de-579f-43d1-ae98-e96a10ad3e4a","url":"https://onlylabs.fyi/signals/1295b5de-579f-43d1-ae98-e96a10ad3e4a","source_url":"https://github.com/cloudflare/workers-sdk/releases/tag/%40cloudflare/runtime-types%400.1.18","title":"cloudflare/workers-sdk @cloudflare/runtime-types@0.1.18","context":"cloudflare/workers-sdk","kind":{"key":"release","label":"Release"},"org":{"slug":"cloudflare","name":"Cloudflare (Workers AI)","category":"neocloud"},"occurred_at":"2026-10-28T20:36:09+00:00","first_seen_at":"2026-10-29T07:01:04.093871+00:00","date_source":"source"},{"id":"d55f0ecc-8b53-46d7-b26d-2b8b0cbee8ab","url":"https://onlylabs.fyi/signals/d55f0ecc-8b53-46d7-b26d-2b8b0cbee8ab","source_url":"https://github.com/cloudflare/workers-sdk/releases/tag/%40cloudflare/vitest-plugin%401.4.10","title":"cloudflare/workers-sdk @cloudflare/vitest-plugin@1.4.10","context":"cloudflare/workers-sdk","kind":{"key":"release","label":"Release"},"org":{"slug":"cloudflare","name":"Cloudflare (Workers AI)","category":"neocloud"},"occurred_at":"2026-10-28T20:36:06+00:00","first_seen_at":"2026-10-29T07:01:04.093871+00:00","date_source":"source"}]}