{"schema_version":"onlylabs.public_signal.v1","title":"Replicate Release: replicate/replicate-swift 0.21.0","description":"Replicate release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/d7cf5a6d-e3bc-48f4-9071-b4dcfc90a9b5","json_url":"https://onlylabs.fyi/signals/d7cf5a6d-e3bc-48f4-9071-b4dcfc90a9b5/signal.json","generated_at":"2026-06-11T03:38:59.393562+00:00","org":{"slug":"replicate","name":"Replicate","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/replicate","dossier_json_url":"https://onlylabs.fyi/labs/replicate/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/d7cf5a6d-e3bc-48f4-9071-b4dcfc90a9b5","signal_json":"https://onlylabs.fyi/signals/d7cf5a6d-e3bc-48f4-9071-b4dcfc90a9b5/signal.json","source":"https://github.com/replicate/replicate-swift/releases/tag/0.21.0","lab_dossier":"https://onlylabs.fyi/labs/replicate","lab_dossier_json":"https://onlylabs.fyi/labs/replicate/dossier.json","analysis":"https://onlylabs.fyi/analysis/replicate","analysis_json":"https://onlylabs.fyi/analysis/replicate/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/replicate/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":"Replicate published replicate/replicate-swift 0.21.0 (replicate/replicate-swift). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: 0.21.0 Repository: replicate/replicate-swift Tag: 0.21.0 Published: 2024-02-19T02:39:55Z Prerelease: no Release notes: What's Changed * Run CI workflow on.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/replicate/replicate-swift/releases/tag/0.21.0","source_host":"github.com","occurred_at":"2024-02-19T02:39:55+00:00","first_seen_at":"2026-06-06T01:49:54.629051+00:00","date_source":"source","context":"replicate/replicate-swift"},"context_markers":[{"label":"Lab","value":"Replicate","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"replicate/replicate-swift","source":"source"},{"label":"Release","value":"0.21.0","source":"source"},{"label":"Watch term","value":"Agents and tool use","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/replicate/replicate-swift/releases/tag/0.21.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:38:59.393562+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/d7cf5a6d-e3bc-48f4-9071-b4dcfc90a9b5/signal.json","dossier_json":"https://onlylabs.fyi/labs/replicate/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/replicate/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/replicate/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/d7cf5a6d-e3bc-48f4-9071-b4dcfc90a9b5/signal.json","required":true},{"label":"source","url":"https://github.com/replicate/replicate-swift/releases/tag/0.21.0","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/replicate/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/replicate/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 Replicate's release signal \"replicate/replicate-swift 0.21.0\" for neocloud strategy."},"semantic_triples":[{"subject":"Replicate","predicate":"released","object":"replicate/replicate-swift 0.21.0","text":"Replicate released replicate/replicate-swift 0.21.0."},{"subject":"replicate/replicate-swift 0.21.0","predicate":"is classified as","object":"release signal","text":"replicate/replicate-swift 0.21.0 is classified as release signal."},{"subject":"replicate/replicate-swift 0.21.0","predicate":"belongs to","object":"releases desk","text":"replicate/replicate-swift 0.21.0 belongs to releases desk."},{"subject":"replicate/replicate-swift 0.21.0","predicate":"has context","object":"replicate/replicate-swift","text":"replicate/replicate-swift 0.21.0 has context replicate/replicate-swift."},{"subject":"replicate/replicate-swift 0.21.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"replicate/replicate-swift 0.21.0 has evidence coverage 1 captured evidence page."},{"subject":"replicate/replicate-swift 0.21.0","predicate":"has captured page count","object":"1","text":"replicate/replicate-swift 0.21.0 has captured page count 1."},{"subject":"replicate/replicate-swift 0.21.0","predicate":"has readable page count","object":"1","text":"replicate/replicate-swift 0.21.0 has readable page count 1."},{"subject":"replicate/replicate-swift 0.21.0","predicate":"has related signal count","object":"6","text":"replicate/replicate-swift 0.21.0 has related signal count 6."},{"subject":"replicate/replicate-swift 0.21.0","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":"replicate/replicate-swift 0.21.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"replicate/replicate-swift 0.21.0","predicate":"has source host","object":"github.com","text":"replicate/replicate-swift 0.21.0 has source host github.com."},{"subject":"replicate/replicate-swift 0.21.0","predicate":"has lab","object":"Replicate","text":"replicate/replicate-swift 0.21.0 has lab Replicate."},{"subject":"replicate/replicate-swift 0.21.0","predicate":"has signal desk","object":"releases","text":"replicate/replicate-swift 0.21.0 has signal desk releases."},{"subject":"replicate/replicate-swift 0.21.0","predicate":"has source host","object":"github.com","text":"replicate/replicate-swift 0.21.0 has source host github.com."},{"subject":"replicate/replicate-swift 0.21.0","predicate":"has repository","object":"replicate/replicate-swift","text":"replicate/replicate-swift 0.21.0 has repository replicate/replicate-swift."},{"subject":"replicate/replicate-swift 0.21.0","predicate":"has release","object":"0.21.0","text":"replicate/replicate-swift 0.21.0 has release 0.21.0."},{"subject":"replicate/replicate-swift 0.21.0","predicate":"has watch term","object":"Agents and tool use","text":"replicate/replicate-swift 0.21.0 has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"releases","answer":"Replicate published replicate/replicate-swift 0.21.0 (replicate/replicate-swift). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: 0.21.0 Repository: replicate/replicate-swift Tag: 0.21.0 Published: 2024-02-19T02:39:55Z Prerelease: no Release notes: What's Changed * Run CI workflow on.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Replicate","predicate":"released","object":"replicate/replicate-swift 0.21.0","text":"Replicate released replicate/replicate-swift 0.21.0."},{"subject":"replicate/replicate-swift 0.21.0","predicate":"is classified as","object":"release signal","text":"replicate/replicate-swift 0.21.0 is classified as release signal."},{"subject":"replicate/replicate-swift 0.21.0","predicate":"belongs to","object":"releases desk","text":"replicate/replicate-swift 0.21.0 belongs to releases desk."},{"subject":"replicate/replicate-swift 0.21.0","predicate":"has context","object":"replicate/replicate-swift","text":"replicate/replicate-swift 0.21.0 has context replicate/replicate-swift."},{"subject":"replicate/replicate-swift 0.21.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"replicate/replicate-swift 0.21.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"d7cf5a6d-e3bc-48f4-9071-b4dcfc90a9b5","url":"https://onlylabs.fyi/signals/d7cf5a6d-e3bc-48f4-9071-b4dcfc90a9b5","json_url":"https://onlylabs.fyi/signals/d7cf5a6d-e3bc-48f4-9071-b4dcfc90a9b5/signal.json","source_url":"https://github.com/replicate/replicate-swift/releases/tag/0.21.0","title":"replicate/replicate-swift 0.21.0","summary":"Replicate published release notes. onlylabs watches releases for what actually shipped.","context":"replicate/replicate-swift","kind":{"key":"release","label":"Release"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2024-02-19T02:39:55+00:00","first_seen_at":"2026-06-06T01:49:54.629051+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/replicate/replicate-swift/releases/tag/0.21.0"]},"facets":{"repo":"replicate/replicate-swift"},"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/replicate/replicate-swift/releases/tag/0.21.0","final_url":"https://github.com/replicate/replicate-swift/releases/tag/0.21.0","title":"replicate/replicate-swift 0.21.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:38:59.393562+00:00","bytes":2632,"raw_path":"2a521ec59c7f7b8bc8bee64debdd3a2d901b804161bd389e4df737ea4c314e0b.json","content_hash":"6f2b7c18cdd60f7bd9c2d348c91e37cffccb8f06f41c7ed6a237e6004f2304d6","excerpt_chars":1200,"truncated":false,"excerpt":"0.21.0 Repository: replicate/replicate-swift Tag: 0.21.0 Published: 2024-02-19T02:39:55Z Prerelease: no Release notes: What's Changed * Run CI workflow on macos-13-xlarge by @mattt in https://github.com/replicate/replicate-swift/pull/71 * Add support for `accounts.current` endpoint by @mattt in https://github.com/replicate/replicate-swift/pull/72 * Add support for `deployments.get` endpoint by @mattt in https://github.com/replicate/replicate-swift/pull/74 **Full Changelog**: https://github.com/replicate/replicate-swift/compare/0.20.0...0.21.0"},"evidence_pages":[{"url":"https://github.com/replicate/replicate-swift/releases/tag/0.21.0","final_url":"https://github.com/replicate/replicate-swift/releases/tag/0.21.0","title":"replicate/replicate-swift 0.21.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:38:59.393562+00:00","bytes":2632,"raw_path":"2a521ec59c7f7b8bc8bee64debdd3a2d901b804161bd389e4df737ea4c314e0b.json","content_hash":"6f2b7c18cdd60f7bd9c2d348c91e37cffccb8f06f41c7ed6a237e6004f2304d6","excerpt_chars":1200,"truncated":false,"excerpt":"0.21.0 Repository: replicate/replicate-swift Tag: 0.21.0 Published: 2024-02-19T02:39:55Z Prerelease: no Release notes: What's Changed * Run CI workflow on macos-13-xlarge by @mattt in https://github.com/replicate/replicate-swift/pull/71 * Add support for `accounts.current` endpoint by @mattt in https://github.com/replicate/replicate-swift/pull/72 * Add support for `deployments.get` endpoint by @mattt in https://github.com/replicate/replicate-swift/pull/74 **Full Changelog**: https://github.com/replicate/replicate-swift/compare/0.20.0...0.21.0"}],"related_signals":[{"id":"a1f92851-6efe-4cd3-a510-179f1b01c5c8","url":"https://onlylabs.fyi/signals/a1f92851-6efe-4cd3-a510-179f1b01c5c8","source_url":"https://github.com/replicate/cog/releases/tag/v0.21.0-rc.3","title":"replicate/cog v0.21.0-rc.3","context":"replicate/cog","kind":{"key":"release","label":"Release"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2026-06-05T14:49:43+00:00","first_seen_at":"2026-06-06T01:49:54.629051+00:00","date_source":"source"},{"id":"d5b2b756-e275-4430-8bf9-fedac404599e","url":"https://onlylabs.fyi/signals/d5b2b756-e275-4430-8bf9-fedac404599e","source_url":"https://github.com/replicate/cog/releases/tag/v0.21.0-rc.2","title":"replicate/cog v0.21.0-rc.2","context":"replicate/cog","kind":{"key":"release","label":"Release"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2026-06-02T19:23:01+00:00","first_seen_at":"2026-06-06T01:49:54.629051+00:00","date_source":"source"},{"id":"ce05f875-fbe2-43c5-986c-64de8226525a","url":"https://onlylabs.fyi/signals/ce05f875-fbe2-43c5-986c-64de8226525a","source_url":"https://github.com/replicate/cog/releases/tag/v0.21.0-rc.1","title":"replicate/cog v0.21.0-rc.1","context":"replicate/cog","kind":{"key":"release","label":"Release"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2026-05-29T16:25:07+00:00","first_seen_at":"2026-06-06T01:49:54.629051+00:00","date_source":"source"},{"id":"f4ad7cb2-7191-43cb-8a05-6f4d748b5ef6","url":"https://onlylabs.fyi/signals/f4ad7cb2-7191-43cb-8a05-6f4d748b5ef6","source_url":"https://github.com/replicate/cog/releases/tag/v0.20.0","title":"replicate/cog v0.20.0","context":"replicate/cog","kind":{"key":"release","label":"Release"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2026-05-19T23:00:03+00:00","first_seen_at":"2026-06-06T01:49:54.629051+00:00","date_source":"source"},{"id":"e1f65ba4-9409-4e7a-8728-a7257fe48e53","url":"https://onlylabs.fyi/signals/e1f65ba4-9409-4e7a-8728-a7257fe48e53","source_url":"https://github.com/replicate/pget/releases/tag/v0.11.1","title":"replicate/pget v0.11.1","context":"replicate/pget","kind":{"key":"release","label":"Release"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2026-05-08T22:54:11+00:00","first_seen_at":"2026-06-06T01:49:54.629051+00:00","date_source":"source"},{"id":"bfc414b6-e639-49d1-ad4d-7664c9ba189a","url":"https://onlylabs.fyi/signals/bfc414b6-e639-49d1-ad4d-7664c9ba189a","source_url":"https://github.com/replicate/cog/releases/tag/v0.19.3","title":"replicate/cog v0.19.3","context":"replicate/cog","kind":{"key":"release","label":"Release"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2026-05-04T22:26:04+00:00","first_seen_at":"2026-06-06T01:49:54.629051+00:00","date_source":"source"}]}