{"schema_version":"onlylabs.public_signal.v1","title":"Cloudflare (Workers AI) Release: cloudflare/cloudflare-python v5.6.0","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/b68e8f69-cb1b-48f8-a666-c873982430e1","json_url":"https://onlylabs.fyi/signals/b68e8f69-cb1b-48f8-a666-c873982430e1/signal.json","generated_at":"2026-07-26T18:49:25.506Z","evidence_latest_fetched_at":"2026-07-23T07:01:39.933955+00:00","signal_first_seen_at":"2026-07-23T07:00:58.961817+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/b68e8f69-cb1b-48f8-a666-c873982430e1","signal_json":"https://onlylabs.fyi/signals/b68e8f69-cb1b-48f8-a666-c873982430e1/signal.json","source":"https://github.com/cloudflare/cloudflare-python/releases/tag/v5.6.0","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/cloudflare-python v5.6.0 (cloudflare/cloudflare-python). 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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/b68e8f69-cb1b-48f8-a666-c873982430e1/signal.json","required":true},{"label":"source","url":"https://github.com/cloudflare/cloudflare-python/releases/tag/v5.6.0","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/cloudflare-python v5.6.0\" for neocloud strategy."},"semantic_triples":[{"subject":"Cloudflare (Workers AI)","predicate":"released","object":"cloudflare/cloudflare-python v5.6.0","text":"Cloudflare (Workers AI) released cloudflare/cloudflare-python v5.6.0."},{"subject":"cloudflare/cloudflare-python v5.6.0","predicate":"is classified as","object":"release signal","text":"cloudflare/cloudflare-python v5.6.0 is classified as release signal."},{"subject":"cloudflare/cloudflare-python v5.6.0","predicate":"belongs to","object":"releases desk","text":"cloudflare/cloudflare-python v5.6.0 belongs to releases desk."},{"subject":"cloudflare/cloudflare-python v5.6.0","predicate":"has context","object":"cloudflare/cloudflare-python","text":"cloudflare/cloudflare-python v5.6.0 has context cloudflare/cloudflare-python."},{"subject":"cloudflare/cloudflare-python v5.6.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"cloudflare/cloudflare-python v5.6.0 has evidence coverage 1 captured evidence page."},{"subject":"cloudflare/cloudflare-python v5.6.0","predicate":"has captured page count","object":"1","text":"cloudflare/cloudflare-python v5.6.0 has captured page count 1."},{"subject":"cloudflare/cloudflare-python v5.6.0","predicate":"has readable page count","object":"1","text":"cloudflare/cloudflare-python v5.6.0 has readable page count 1."},{"subject":"cloudflare/cloudflare-python v5.6.0","predicate":"has related signal count","object":"6","text":"cloudflare/cloudflare-python v5.6.0 has related signal count 6."},{"subject":"cloudflare/cloudflare-python v5.6.0","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/cloudflare-python v5.6.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"cloudflare/cloudflare-python v5.6.0","predicate":"has source host","object":"github.com","text":"cloudflare/cloudflare-python v5.6.0 has source host github.com."},{"subject":"cloudflare/cloudflare-python v5.6.0","predicate":"has lab","object":"Cloudflare (Workers AI)","text":"cloudflare/cloudflare-python v5.6.0 has lab Cloudflare (Workers AI)."},{"subject":"cloudflare/cloudflare-python v5.6.0","predicate":"has signal desk","object":"releases","text":"cloudflare/cloudflare-python v5.6.0 has signal desk releases."},{"subject":"cloudflare/cloudflare-python v5.6.0","predicate":"has source host","object":"github.com","text":"cloudflare/cloudflare-python v5.6.0 has source host github.com."},{"subject":"cloudflare/cloudflare-python v5.6.0","predicate":"has repository","object":"cloudflare/cloudflare-python","text":"cloudflare/cloudflare-python v5.6.0 has repository cloudflare/cloudflare-python."},{"subject":"cloudflare/cloudflare-python v5.6.0","predicate":"has release","object":"v5.6.0","text":"cloudflare/cloudflare-python v5.6.0 has release v5.6.0."},{"subject":"cloudflare/cloudflare-python v5.6.0","predicate":"has watch term","object":"Data pipeline","text":"cloudflare/cloudflare-python v5.6.0 has watch term Data pipeline."},{"subject":"cloudflare/cloudflare-python v5.6.0","predicate":"has watch term","object":"Safety and alignment","text":"cloudflare/cloudflare-python v5.6.0 has watch term Safety and alignment."}]},"intelligence":{"signal_desk":"releases","answer":"Cloudflare (Workers AI) published cloudflare/cloudflare-python v5.6.0 (cloudflare/cloudflare-python). This release signal is evidence of what shipped, changed, or was packaged for users. 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replaced with `create()`, `list()`, `delete()` - **mtls_certificates:** `MTLSCertificate` replaced with per-method response types - **ssl:** Removed `Host`, `Status`, `ValidationMethod` types; `hosts` param changed to `str` - **zero_trust:** Removed `setup_flows` from CASB applications; `get()` endpoint changed Features - **analytics_query:** New resource with summary, timeseries, top_n, and data_security sub-resources - **ai_audit:** New robots resource -..."},"evidence_pages":[],"related_signals":[{"id":"53c41f06-1d8c-4dec-ab93-fa26c6b9b939","url":"https://onlylabs.fyi/signals/53c41f06-1d8c-4dec-ab93-fa26c6b9b939","source_url":"https://github.com/cloudflare/workerd/releases/tag/v1.20260726.1","title":"cloudflare/workerd v1.20260726.1","context":"cloudflare/workerd","kind":{"key":"release","label":"Release"},"org":{"slug":"cloudflare","name":"Cloudflare (Workers AI)","category":"neocloud"},"occurred_at":"2026-07-26T01:04:29+00:00","first_seen_at":"2026-07-26T07:00:55.780936+00:00","date_source":"source"},{"id":"913b7939-7d5f-47cf-b07f-a22a8635ce6b","url":"https://onlylabs.fyi/signals/913b7939-7d5f-47cf-b07f-a22a8635ce6b","source_url":"https://github.com/cloudflare/workerd-tools/releases/tag/wpt-1985b47aa","title":"cloudflare/workerd-tools wpt-1985b47aa","context":"cloudflare/workerd-tools","kind":{"key":"release","label":"Release"},"org":{"slug":"cloudflare","name":"Cloudflare (Workers AI)","category":"neocloud"},"occurred_at":"2026-07-26T00:57:36+00:00","first_seen_at":"2026-07-26T07:00:55.780936+00:00","date_source":"source"},{"id":"feb571d1-4e4a-44d3-81ae-b6d941211f99","url":"https://onlylabs.fyi/signals/feb571d1-4e4a-44d3-81ae-b6d941211f99","source_url":"https://github.com/cloudflare/workerd/releases/tag/v1.20260725.1","title":"cloudflare/workerd v1.20260725.1","context":"cloudflare/workerd","kind":{"key":"release","label":"Release"},"org":{"slug":"cloudflare","name":"Cloudflare (Workers AI)","category":"neocloud"},"occurred_at":"2026-07-25T01:02:35+00:00","first_seen_at":"2026-07-25T07:00:54.040775+00:00","date_source":"source"},{"id":"c4f2a15f-610d-4511-b767-1a0b8e869ca0","url":"https://onlylabs.fyi/signals/c4f2a15f-610d-4511-b767-1a0b8e869ca0","source_url":"https://github.com/cloudflare/nimbus/releases/tag/%40cloudflare/nimbus-docs%400.8.2","title":"cloudflare/nimbus @cloudflare/nimbus-docs@0.8.2","context":"cloudflare/nimbus","kind":{"key":"release","label":"Release"},"org":{"slug":"cloudflare","name":"Cloudflare (Workers AI)","category":"neocloud"},"occurred_at":"2026-07-24T17:41:57+00:00","first_seen_at":"2026-07-25T07:00:54.040775+00:00","date_source":"source"},{"id":"847a0fdc-c885-44af-9000-1762a1dbb0bd","url":"https://onlylabs.fyi/signals/847a0fdc-c885-44af-9000-1762a1dbb0bd","source_url":"https://github.com/cloudflare/vinext/releases/tag/%40vinext/cloudflare%401.0.0-beta.4","title":"cloudflare/vinext @vinext/cloudflare@1.0.0-beta.4","context":"cloudflare/vinext","kind":{"key":"release","label":"Release"},"org":{"slug":"cloudflare","name":"Cloudflare (Workers AI)","category":"neocloud"},"occurred_at":"2026-07-24T15:24:31+00:00","first_seen_at":"2026-07-25T07:00:54.040775+00:00","date_source":"source"},{"id":"bbd5b5c1-d647-4ce9-ba97-abccb326b711","url":"https://onlylabs.fyi/signals/bbd5b5c1-d647-4ce9-ba97-abccb326b711","source_url":"https://github.com/cloudflare/vinext/releases/tag/vinext%401.0.0-beta.4","title":"cloudflare/vinext vinext@1.0.0-beta.4","context":"cloudflare/vinext","kind":{"key":"release","label":"Release"},"org":{"slug":"cloudflare","name":"Cloudflare (Workers AI)","category":"neocloud"},"occurred_at":"2026-07-24T15:24:28+00:00","first_seen_at":"2026-07-25T07:00:54.040775+00:00","date_source":"source"}]}