{"schema_version":"onlylabs.public_signal.v1","title":"Cloudflare (Workers AI) Release: cloudflare/chanfana v3.2.0","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/bfd57db5-c3ac-4973-95ef-020a0dc4e16f","json_url":"https://onlylabs.fyi/signals/bfd57db5-c3ac-4973-95ef-020a0dc4e16f/signal.json","generated_at":"2026-06-11T03:38:48.748867+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/bfd57db5-c3ac-4973-95ef-020a0dc4e16f","signal_json":"https://onlylabs.fyi/signals/bfd57db5-c3ac-4973-95ef-020a0dc4e16f/signal.json","source":"https://github.com/cloudflare/chanfana/releases/tag/v3.2.0","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/chanfana v3.2.0 (cloudflare/chanfana). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine minor release. · v3.2.0 Repository: cloudflare/chanfana Tag: v3.2.0 Published: 2026-02-26T19:35:07Z Prerelease: no Release notes: Minor Changes -.... 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/chanfana/releases/tag/v3.2.0","source_host":"github.com","occurred_at":"2026-02-26T19:35:07+00:00","first_seen_at":"2026-06-06T01:49:58.201724+00:00","date_source":"source","context":"cloudflare/chanfana"},"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/chanfana","source":"source"},{"label":"Release","value":"v3.2.0","source":"source"},{"label":"Notability","value":"Routine minor release.","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/chanfana/releases/tag/v3.2.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:38:48.748867+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/bfd57db5-c3ac-4973-95ef-020a0dc4e16f/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/bfd57db5-c3ac-4973-95ef-020a0dc4e16f/signal.json","required":true},{"label":"source","url":"https://github.com/cloudflare/chanfana/releases/tag/v3.2.0","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/chanfana v3.2.0\" for neocloud strategy."},"semantic_triples":[{"subject":"Cloudflare (Workers AI)","predicate":"released","object":"cloudflare/chanfana v3.2.0","text":"Cloudflare (Workers AI) released cloudflare/chanfana v3.2.0."},{"subject":"cloudflare/chanfana v3.2.0","predicate":"is classified as","object":"release signal","text":"cloudflare/chanfana v3.2.0 is classified as release signal."},{"subject":"cloudflare/chanfana v3.2.0","predicate":"belongs to","object":"releases desk","text":"cloudflare/chanfana v3.2.0 belongs to releases desk."},{"subject":"cloudflare/chanfana v3.2.0","predicate":"has context","object":"cloudflare/chanfana","text":"cloudflare/chanfana v3.2.0 has context cloudflare/chanfana."},{"subject":"cloudflare/chanfana v3.2.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"cloudflare/chanfana v3.2.0 has evidence coverage 1 captured evidence page."},{"subject":"cloudflare/chanfana v3.2.0","predicate":"has captured page count","object":"1","text":"cloudflare/chanfana v3.2.0 has captured page count 1."},{"subject":"cloudflare/chanfana v3.2.0","predicate":"has readable page count","object":"1","text":"cloudflare/chanfana v3.2.0 has readable page count 1."},{"subject":"cloudflare/chanfana v3.2.0","predicate":"has related signal count","object":"6","text":"cloudflare/chanfana v3.2.0 has related signal count 6."},{"subject":"cloudflare/chanfana v3.2.0","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/chanfana v3.2.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"cloudflare/chanfana v3.2.0","predicate":"has source host","object":"github.com","text":"cloudflare/chanfana v3.2.0 has source host github.com."},{"subject":"cloudflare/chanfana v3.2.0","predicate":"has lab","object":"Cloudflare (Workers AI)","text":"cloudflare/chanfana v3.2.0 has lab Cloudflare (Workers AI)."},{"subject":"cloudflare/chanfana v3.2.0","predicate":"has signal desk","object":"releases","text":"cloudflare/chanfana v3.2.0 has signal desk releases."},{"subject":"cloudflare/chanfana v3.2.0","predicate":"has source host","object":"github.com","text":"cloudflare/chanfana v3.2.0 has source host github.com."},{"subject":"cloudflare/chanfana v3.2.0","predicate":"has repository","object":"cloudflare/chanfana","text":"cloudflare/chanfana v3.2.0 has repository cloudflare/chanfana."},{"subject":"cloudflare/chanfana v3.2.0","predicate":"has release","object":"v3.2.0","text":"cloudflare/chanfana v3.2.0 has release v3.2.0."},{"subject":"cloudflare/chanfana v3.2.0","predicate":"has notability","object":"Routine minor release.","text":"cloudflare/chanfana v3.2.0 has notability Routine minor release.."}]},"intelligence":{"signal_desk":"releases","answer":"Cloudflare (Workers AI) published cloudflare/chanfana v3.2.0 (cloudflare/chanfana). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine minor release. · v3.2.0 Repository: cloudflare/chanfana Tag: v3.2.0 Published: 2026-02-26T19:35:07Z Prerelease: no Release notes: Minor Changes -.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Cloudflare (Workers AI)","predicate":"released","object":"cloudflare/chanfana v3.2.0","text":"Cloudflare (Workers AI) released cloudflare/chanfana v3.2.0."},{"subject":"cloudflare/chanfana v3.2.0","predicate":"is classified as","object":"release signal","text":"cloudflare/chanfana v3.2.0 is classified as release signal."},{"subject":"cloudflare/chanfana v3.2.0","predicate":"belongs to","object":"releases desk","text":"cloudflare/chanfana v3.2.0 belongs to releases desk."},{"subject":"cloudflare/chanfana v3.2.0","predicate":"has context","object":"cloudflare/chanfana","text":"cloudflare/chanfana v3.2.0 has context cloudflare/chanfana."},{"subject":"cloudflare/chanfana v3.2.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"cloudflare/chanfana v3.2.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"bfd57db5-c3ac-4973-95ef-020a0dc4e16f","url":"https://onlylabs.fyi/signals/bfd57db5-c3ac-4973-95ef-020a0dc4e16f","json_url":"https://onlylabs.fyi/signals/bfd57db5-c3ac-4973-95ef-020a0dc4e16f/signal.json","source_url":"https://github.com/cloudflare/chanfana/releases/tag/v3.2.0","title":"cloudflare/chanfana v3.2.0","summary":"Cloudflare (Workers AI) published release notes. onlylabs watches releases for what actually shipped.","context":"cloudflare/chanfana","kind":{"key":"release","label":"Release"},"org":{"slug":"cloudflare","name":"Cloudflare (Workers AI)","category":"neocloud"},"occurred_at":"2026-02-26T19:35:07+00:00","first_seen_at":"2026-06-06T01:49:58.201724+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/chanfana/releases/tag/v3.2.0"]},"facets":{"repo":"cloudflare/chanfana"},"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":{"url":"https://github.com/cloudflare/chanfana/releases/tag/v3.2.0","final_url":"https://github.com/cloudflare/chanfana/releases/tag/v3.2.0","title":"cloudflare/chanfana v3.2.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:38:48.748867+00:00","bytes":4851,"raw_path":"6cd56db1b8e6b65a87732a3269085d7a71350ea386c8b9ff74cb4a26fa9ae1f4.json","content_hash":"68d7217ffb957c045b325f04129be33a0dbb8eb9cf7ef4fc5285712098a105ea","excerpt_chars":1200,"truncated":true,"excerpt":"v3.2.0 Repository: cloudflare/chanfana Tag: v3.2.0 Published: 2026-02-26T19:35:07Z Prerelease: no Release notes: Minor Changes - [#314](https://github.com/cloudflare/chanfana/pull/314) [`2408999`](https://github.com/cloudflare/chanfana/commit/24089994dab32ee4a94162f64ff030dc65684ca1) Thanks [@G4brym](https://github.com/G4brym)! - Add `tags` support to auto endpoint `_meta` for OpenAPI tag grouping - [#323](https://github.com/cloudflare/chanfana/pull/323) [`d9b7297`](https://github.com/cloudflare/chanfana/commit/d9b7297632f8fc552f18225aab0e61272cde94d7) Thanks [@G4brym](https://github.com/G4brym)! - Add `handleError` hook, `defaultOrderByDirection`, fix validation error format and D1 update with extra columns - Add `handleError(error)` protected method on `OpenAPIRoute` to transform errors before chanfana formats them. Enables custom error wrapping (e.g., bypassing chanfana's formatter to use Hono's `onError`). - Add `defaultOrderByDirection` property to `ListEndpoint` (defaults to `\"asc\"`). Allows configuring the default sort direction when `orderByFields` is used. - **Breaking:** Validation errors from `validateRequest()` now return `InputValidationException` format instead of..."},"evidence_pages":[{"url":"https://github.com/cloudflare/chanfana/releases/tag/v3.2.0","final_url":"https://github.com/cloudflare/chanfana/releases/tag/v3.2.0","title":"cloudflare/chanfana v3.2.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:38:48.748867+00:00","bytes":4851,"raw_path":"6cd56db1b8e6b65a87732a3269085d7a71350ea386c8b9ff74cb4a26fa9ae1f4.json","content_hash":"68d7217ffb957c045b325f04129be33a0dbb8eb9cf7ef4fc5285712098a105ea","excerpt_chars":1200,"truncated":true,"excerpt":"v3.2.0 Repository: cloudflare/chanfana Tag: v3.2.0 Published: 2026-02-26T19:35:07Z Prerelease: no Release notes: Minor Changes - [#314](https://github.com/cloudflare/chanfana/pull/314) [`2408999`](https://github.com/cloudflare/chanfana/commit/24089994dab32ee4a94162f64ff030dc65684ca1) Thanks [@G4brym](https://github.com/G4brym)! - Add `tags` support to auto endpoint `_meta` for OpenAPI tag grouping - [#323](https://github.com/cloudflare/chanfana/pull/323) [`d9b7297`](https://github.com/cloudflare/chanfana/commit/d9b7297632f8fc552f18225aab0e61272cde94d7) Thanks [@G4brym](https://github.com/G4brym)! - Add `handleError` hook, `defaultOrderByDirection`, fix validation error format and D1 update with extra columns - Add `handleError(error)` protected method on `OpenAPIRoute` to transform errors before chanfana formats them. Enables custom error wrapping (e.g., bypassing chanfana's formatter to use Hono's `onError`). - Add `defaultOrderByDirection` property to `ListEndpoint` (defaults to `\"asc\"`). Allows configuring the default sort direction when `orderByFields` is used. - **Breaking:** Validation errors from `validateRequest()` now return `InputValidationException` format instead of..."}],"related_signals":[{"id":"ba09e060-8d50-4797-82a2-33731000c228","url":"https://onlylabs.fyi/signals/ba09e060-8d50-4797-82a2-33731000c228","source_url":"https://github.com/cloudflare/workerd/releases/tag/v1.20260611.1","title":"cloudflare/workerd v1.20260611.1","context":"cloudflare/workerd","kind":{"key":"release","label":"Release"},"org":{"slug":"cloudflare","name":"Cloudflare (Workers AI)","category":"neocloud"},"occurred_at":"2026-06-11T01:30:23+00:00","first_seen_at":"2026-06-11T07:00:58.069603+00:00","date_source":"source"},{"id":"55d6e51d-2242-4c19-b45d-367825d33fd7","url":"https://onlylabs.fyi/signals/55d6e51d-2242-4c19-b45d-367825d33fd7","source_url":"https://github.com/cloudflare/cloudflare-go/releases/tag/v7.5.0","title":"cloudflare/cloudflare-go v7.5.0","context":"cloudflare/cloudflare-go","kind":{"key":"release","label":"Release"},"org":{"slug":"cloudflare","name":"Cloudflare (Workers AI)","category":"neocloud"},"occurred_at":"2026-06-10T23:38:57+00:00","first_seen_at":"2026-06-11T07:00:58.069603+00:00","date_source":"source"},{"id":"6f7d1513-0b6a-45fe-9732-273a7aca98d6","url":"https://onlylabs.fyi/signals/6f7d1513-0b6a-45fe-9732-273a7aca98d6","source_url":"https://github.com/cloudflare/telescope/releases/tag/%40cloudflare/waterfall%400.1.1","title":"cloudflare/telescope @cloudflare/waterfall@0.1.1","context":"cloudflare/telescope","kind":{"key":"release","label":"Release"},"org":{"slug":"cloudflare","name":"Cloudflare (Workers AI)","category":"neocloud"},"occurred_at":"2026-06-10T19:47:01+00:00","first_seen_at":"2026-06-11T07:00:58.069603+00:00","date_source":"source"},{"id":"ec8575ba-9c30-4fef-94a8-dcbf32090335","url":"https://onlylabs.fyi/signals/ec8575ba-9c30-4fef-94a8-dcbf32090335","source_url":"https://github.com/cloudflare/kumo/releases/tag/%40cloudflare/kumo%402.5.2","title":"cloudflare/kumo @cloudflare/kumo@2.5.2","context":"cloudflare/kumo","kind":{"key":"release","label":"Release"},"org":{"slug":"cloudflare","name":"Cloudflare (Workers AI)","category":"neocloud"},"occurred_at":"2026-06-10T18:29:42+00:00","first_seen_at":"2026-06-11T07:00:58.069603+00:00","date_source":"source"},{"id":"538c6323-eac4-472b-a0fa-219c6b4c10ea","url":"https://onlylabs.fyi/signals/538c6323-eac4-472b-a0fa-219c6b4c10ea","source_url":"https://github.com/cloudflare/moq-rs/releases/tag/moq-test-client-v0.1.7","title":"cloudflare/moq-rs moq-test-client-v0.1.7","context":"cloudflare/moq-rs","kind":{"key":"release","label":"Release"},"org":{"slug":"cloudflare","name":"Cloudflare (Workers AI)","category":"neocloud"},"occurred_at":"2026-06-10T14:33:01+00:00","first_seen_at":"2026-06-11T07:00:58.069603+00:00","date_source":"source"},{"id":"bee7322c-bb6c-46b8-a617-40ba75c7da8d","url":"https://onlylabs.fyi/signals/bee7322c-bb6c-46b8-a617-40ba75c7da8d","source_url":"https://github.com/cloudflare/moq-rs/releases/tag/moq-clock-ietf-v0.6.15","title":"cloudflare/moq-rs moq-clock-ietf-v0.6.15","context":"cloudflare/moq-rs","kind":{"key":"release","label":"Release"},"org":{"slug":"cloudflare","name":"Cloudflare (Workers AI)","category":"neocloud"},"occurred_at":"2026-06-10T14:32:54+00:00","first_seen_at":"2026-06-11T07:00:58.069603+00:00","date_source":"source"}]}