{"schema_version":"onlylabs.public_signal.v1","title":"Cloudflare (Workers AI) Release: cloudflare/containers v0.3.3","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/fbfd9c4d-3cab-4b16-ac81-306ec933fe05","json_url":"https://onlylabs.fyi/signals/fbfd9c4d-3cab-4b16-ac81-306ec933fe05/signal.json","generated_at":"2026-06-11T04:03:52.218147+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/fbfd9c4d-3cab-4b16-ac81-306ec933fe05","signal_json":"https://onlylabs.fyi/signals/fbfd9c4d-3cab-4b16-ac81-306ec933fe05/signal.json","source":"https://github.com/cloudflare/containers/releases/tag/v0.3.3","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/containers v0.3.3 (cloudflare/containers). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine patch release of a known project. · v0.3.3 Repository: cloudflare/containers Tag: v0.3.3 Published: 2026-04-21T16:03:11Z Prerelease: no Release notes: Patch Changes - 7901d0b: Attach custom labels to your.... 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/containers/releases/tag/v0.3.3","source_host":"github.com","occurred_at":"2026-04-21T16:03:11+00:00","first_seen_at":"2026-06-05T22:32:16.468976+00:00","date_source":"source","context":"cloudflare/containers"},"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/containers","source":"source"},{"label":"Release","value":"v0.3.3","source":"source"},{"label":"Notability","value":"Routine patch release of a known project.","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"}],"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/containers/releases/tag/v0.3.3"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:03:52.218147+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/fbfd9c4d-3cab-4b16-ac81-306ec933fe05/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/fbfd9c4d-3cab-4b16-ac81-306ec933fe05/signal.json","required":true},{"label":"source","url":"https://github.com/cloudflare/containers/releases/tag/v0.3.3","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/containers v0.3.3\" for neocloud strategy."},"semantic_triples":[{"subject":"Cloudflare (Workers AI)","predicate":"released","object":"cloudflare/containers v0.3.3","text":"Cloudflare (Workers AI) released cloudflare/containers v0.3.3."},{"subject":"cloudflare/containers v0.3.3","predicate":"is classified as","object":"release signal","text":"cloudflare/containers v0.3.3 is classified as release signal."},{"subject":"cloudflare/containers v0.3.3","predicate":"belongs to","object":"releases desk","text":"cloudflare/containers v0.3.3 belongs to releases desk."},{"subject":"cloudflare/containers v0.3.3","predicate":"has context","object":"cloudflare/containers","text":"cloudflare/containers v0.3.3 has context cloudflare/containers."},{"subject":"cloudflare/containers v0.3.3","predicate":"has evidence coverage","object":"1 captured evidence page","text":"cloudflare/containers v0.3.3 has evidence coverage 1 captured evidence page."},{"subject":"cloudflare/containers v0.3.3","predicate":"has captured page count","object":"1","text":"cloudflare/containers v0.3.3 has captured page count 1."},{"subject":"cloudflare/containers v0.3.3","predicate":"has readable page count","object":"1","text":"cloudflare/containers v0.3.3 has readable page count 1."},{"subject":"cloudflare/containers v0.3.3","predicate":"has related signal count","object":"6","text":"cloudflare/containers v0.3.3 has related signal count 6."},{"subject":"cloudflare/containers v0.3.3","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/containers v0.3.3 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"cloudflare/containers v0.3.3","predicate":"has source host","object":"github.com","text":"cloudflare/containers v0.3.3 has source host github.com."},{"subject":"cloudflare/containers v0.3.3","predicate":"has lab","object":"Cloudflare (Workers AI)","text":"cloudflare/containers v0.3.3 has lab Cloudflare (Workers AI)."},{"subject":"cloudflare/containers v0.3.3","predicate":"has signal desk","object":"releases","text":"cloudflare/containers v0.3.3 has signal desk releases."},{"subject":"cloudflare/containers v0.3.3","predicate":"has source host","object":"github.com","text":"cloudflare/containers v0.3.3 has source host github.com."},{"subject":"cloudflare/containers v0.3.3","predicate":"has repository","object":"cloudflare/containers","text":"cloudflare/containers v0.3.3 has repository cloudflare/containers."},{"subject":"cloudflare/containers v0.3.3","predicate":"has release","object":"v0.3.3","text":"cloudflare/containers v0.3.3 has release v0.3.3."},{"subject":"cloudflare/containers v0.3.3","predicate":"has notability","object":"Routine patch release of a known project.","text":"cloudflare/containers v0.3.3 has notability Routine patch release of a known project.."},{"subject":"cloudflare/containers v0.3.3","predicate":"has watch term","object":"Eval methodology","text":"cloudflare/containers v0.3.3 has watch term Eval methodology."}]},"intelligence":{"signal_desk":"releases","answer":"Cloudflare (Workers AI) published cloudflare/containers v0.3.3 (cloudflare/containers). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine patch release of a known project. · v0.3.3 Repository: cloudflare/containers Tag: v0.3.3 Published: 2026-04-21T16:03:11Z Prerelease: no Release notes: Patch Changes - 7901d0b: Attach custom labels to your.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Cloudflare (Workers AI)","predicate":"released","object":"cloudflare/containers v0.3.3","text":"Cloudflare (Workers AI) released cloudflare/containers v0.3.3."},{"subject":"cloudflare/containers v0.3.3","predicate":"is classified as","object":"release signal","text":"cloudflare/containers v0.3.3 is classified as release signal."},{"subject":"cloudflare/containers v0.3.3","predicate":"belongs to","object":"releases desk","text":"cloudflare/containers v0.3.3 belongs to releases desk."},{"subject":"cloudflare/containers v0.3.3","predicate":"has context","object":"cloudflare/containers","text":"cloudflare/containers v0.3.3 has context cloudflare/containers."},{"subject":"cloudflare/containers v0.3.3","predicate":"has evidence coverage","object":"1 captured evidence page","text":"cloudflare/containers v0.3.3 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"fbfd9c4d-3cab-4b16-ac81-306ec933fe05","url":"https://onlylabs.fyi/signals/fbfd9c4d-3cab-4b16-ac81-306ec933fe05","json_url":"https://onlylabs.fyi/signals/fbfd9c4d-3cab-4b16-ac81-306ec933fe05/signal.json","source_url":"https://github.com/cloudflare/containers/releases/tag/v0.3.3","title":"cloudflare/containers v0.3.3","summary":"Cloudflare (Workers AI) published release notes. onlylabs watches releases for what actually shipped.","context":"cloudflare/containers","kind":{"key":"release","label":"Release"},"org":{"slug":"cloudflare","name":"Cloudflare (Workers AI)","category":"neocloud"},"occurred_at":"2026-04-21T16:03:11+00:00","first_seen_at":"2026-06-05T22:32:16.468976+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/containers/releases/tag/v0.3.3"]},"facets":{"repo":"cloudflare/containers"},"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/containers/releases/tag/v0.3.3","final_url":"https://github.com/cloudflare/containers/releases/tag/v0.3.3","title":"cloudflare/containers v0.3.3","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:03:52.218147+00:00","bytes":2790,"raw_path":"8d07508b106dfcd1b39fce2867a2e2ebe55f57f96fe50a4f5fe7cfda78ac3e1c.json","content_hash":"7defd5889beb8d5633e2eec955a8c724d26cdebc03ca22ea798a5370c92649b8","excerpt_chars":1200,"truncated":false,"excerpt":"v0.3.3 Repository: cloudflare/containers Tag: v0.3.3 Published: 2026-04-21T16:03:11Z Prerelease: no Release notes: Patch Changes - 7901d0b: Attach custom labels to your containers to help with observability and attribution. Set a `labels` property on your `Container` subclass, or pass `labels` in the `startOptions` argument to `start()` / `startAndWaitForPorts()`, and tag containers by tenant, environment, feature flag, canary cohort, or any other dimension you want to track. In local development, labels are visible on the underlying Docker container via `docker inspect`. ```ts class MyContainer extends Container { labels = { tenant: 'acme', env: 'prod' }; } ```"},"evidence_pages":[{"url":"https://github.com/cloudflare/containers/releases/tag/v0.3.3","final_url":"https://github.com/cloudflare/containers/releases/tag/v0.3.3","title":"cloudflare/containers v0.3.3","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:03:52.218147+00:00","bytes":2790,"raw_path":"8d07508b106dfcd1b39fce2867a2e2ebe55f57f96fe50a4f5fe7cfda78ac3e1c.json","content_hash":"7defd5889beb8d5633e2eec955a8c724d26cdebc03ca22ea798a5370c92649b8","excerpt_chars":1200,"truncated":false,"excerpt":"v0.3.3 Repository: cloudflare/containers Tag: v0.3.3 Published: 2026-04-21T16:03:11Z Prerelease: no Release notes: Patch Changes - 7901d0b: Attach custom labels to your containers to help with observability and attribution. Set a `labels` property on your `Container` subclass, or pass `labels` in the `startOptions` argument to `start()` / `startAndWaitForPorts()`, and tag containers by tenant, environment, feature flag, canary cohort, or any other dimension you want to track. In local development, labels are visible on the underlying Docker container via `docker inspect`. ```ts class MyContainer extends Container { labels = { tenant: 'acme', env: 'prod' }; } ```"}],"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"}]}