{"schema_version":"onlylabs.public_signal.v1","title":"Replicate Release: replicate/setup-cog v1.0.3","description":"Replicate release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/2d6ca35c-e0c3-4744-acf1-453a84ad96f7","json_url":"https://onlylabs.fyi/signals/2d6ca35c-e0c3-4744-acf1-453a84ad96f7/signal.json","generated_at":"2026-06-11T03:38:59.690141+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/2d6ca35c-e0c3-4744-acf1-453a84ad96f7","signal_json":"https://onlylabs.fyi/signals/2d6ca35c-e0c3-4744-acf1-453a84ad96f7/signal.json","source":"https://github.com/replicate/setup-cog/releases/tag/v1.0.3","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/setup-cog v1.0.3 (replicate/setup-cog). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Make CUDA installation optional Repository: replicate/setup-cog Tag: v1.0.3 Published: 2023-10-17T17:08:32Z Prerelease: no Release notes: This release adds a new.... 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/setup-cog/releases/tag/v1.0.3","source_host":"github.com","occurred_at":"2023-10-17T17:08:32+00:00","first_seen_at":"2026-06-06T01:49:54.629051+00:00","date_source":"source","context":"replicate/setup-cog"},"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/setup-cog","source":"source"},{"label":"Release","value":"Make CUDA installation optional","source":"source"},{"label":"Watch term","value":"Infrastructure","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/setup-cog/releases/tag/v1.0.3"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:38:59.690141+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/2d6ca35c-e0c3-4744-acf1-453a84ad96f7/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/2d6ca35c-e0c3-4744-acf1-453a84ad96f7/signal.json","required":true},{"label":"source","url":"https://github.com/replicate/setup-cog/releases/tag/v1.0.3","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/setup-cog v1.0.3\" for neocloud strategy."},"semantic_triples":[{"subject":"Replicate","predicate":"released","object":"replicate/setup-cog v1.0.3","text":"Replicate released replicate/setup-cog v1.0.3."},{"subject":"replicate/setup-cog v1.0.3","predicate":"is classified as","object":"release signal","text":"replicate/setup-cog v1.0.3 is classified as release signal."},{"subject":"replicate/setup-cog v1.0.3","predicate":"belongs to","object":"releases desk","text":"replicate/setup-cog v1.0.3 belongs to releases desk."},{"subject":"replicate/setup-cog v1.0.3","predicate":"has context","object":"replicate/setup-cog","text":"replicate/setup-cog v1.0.3 has context replicate/setup-cog."},{"subject":"replicate/setup-cog v1.0.3","predicate":"has evidence coverage","object":"1 captured evidence page","text":"replicate/setup-cog v1.0.3 has evidence coverage 1 captured evidence page."},{"subject":"replicate/setup-cog v1.0.3","predicate":"has captured page count","object":"1","text":"replicate/setup-cog v1.0.3 has captured page count 1."},{"subject":"replicate/setup-cog v1.0.3","predicate":"has readable page count","object":"1","text":"replicate/setup-cog v1.0.3 has readable page count 1."},{"subject":"replicate/setup-cog v1.0.3","predicate":"has related signal count","object":"6","text":"replicate/setup-cog v1.0.3 has related signal count 6."},{"subject":"replicate/setup-cog v1.0.3","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":"replicate/setup-cog v1.0.3 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"replicate/setup-cog v1.0.3","predicate":"has source host","object":"github.com","text":"replicate/setup-cog v1.0.3 has source host github.com."},{"subject":"replicate/setup-cog v1.0.3","predicate":"has lab","object":"Replicate","text":"replicate/setup-cog v1.0.3 has lab Replicate."},{"subject":"replicate/setup-cog v1.0.3","predicate":"has signal desk","object":"releases","text":"replicate/setup-cog v1.0.3 has signal desk releases."},{"subject":"replicate/setup-cog v1.0.3","predicate":"has source host","object":"github.com","text":"replicate/setup-cog v1.0.3 has source host github.com."},{"subject":"replicate/setup-cog v1.0.3","predicate":"has repository","object":"replicate/setup-cog","text":"replicate/setup-cog v1.0.3 has repository replicate/setup-cog."},{"subject":"replicate/setup-cog v1.0.3","predicate":"has release","object":"Make CUDA installation optional","text":"replicate/setup-cog v1.0.3 has release Make CUDA installation optional."},{"subject":"replicate/setup-cog v1.0.3","predicate":"has watch term","object":"Infrastructure","text":"replicate/setup-cog v1.0.3 has watch term Infrastructure."}]},"intelligence":{"signal_desk":"releases","answer":"Replicate published replicate/setup-cog v1.0.3 (replicate/setup-cog). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Make CUDA installation optional Repository: replicate/setup-cog Tag: v1.0.3 Published: 2023-10-17T17:08:32Z Prerelease: no Release notes: This release adds a new.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Replicate","predicate":"released","object":"replicate/setup-cog v1.0.3","text":"Replicate released replicate/setup-cog v1.0.3."},{"subject":"replicate/setup-cog v1.0.3","predicate":"is classified as","object":"release signal","text":"replicate/setup-cog v1.0.3 is classified as release signal."},{"subject":"replicate/setup-cog v1.0.3","predicate":"belongs to","object":"releases desk","text":"replicate/setup-cog v1.0.3 belongs to releases desk."},{"subject":"replicate/setup-cog v1.0.3","predicate":"has context","object":"replicate/setup-cog","text":"replicate/setup-cog v1.0.3 has context replicate/setup-cog."},{"subject":"replicate/setup-cog v1.0.3","predicate":"has evidence coverage","object":"1 captured evidence page","text":"replicate/setup-cog v1.0.3 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"2d6ca35c-e0c3-4744-acf1-453a84ad96f7","url":"https://onlylabs.fyi/signals/2d6ca35c-e0c3-4744-acf1-453a84ad96f7","json_url":"https://onlylabs.fyi/signals/2d6ca35c-e0c3-4744-acf1-453a84ad96f7/signal.json","source_url":"https://github.com/replicate/setup-cog/releases/tag/v1.0.3","title":"replicate/setup-cog v1.0.3","summary":"Replicate published release notes. onlylabs watches releases for what actually shipped.","context":"replicate/setup-cog","kind":{"key":"release","label":"Release"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2023-10-17T17:08:32+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/setup-cog/releases/tag/v1.0.3"]},"facets":{"repo":"replicate/setup-cog"},"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/setup-cog/releases/tag/v1.0.3","final_url":"https://github.com/replicate/setup-cog/releases/tag/v1.0.3","title":"replicate/setup-cog v1.0.3","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:38:59.690141+00:00","bytes":2481,"raw_path":"ea65c497b6ae46398fe56e8951ba641b34ddf4be9fd845542af0ec5f4cd444f8.json","content_hash":"47d999f31e364ed082861162dbff6e9a6ff7356480ed0ede95641df05229ecd5","excerpt_chars":1200,"truncated":false,"excerpt":"Make CUDA installation optional Repository: replicate/setup-cog Tag: v1.0.3 Published: 2023-10-17T17:08:32Z Prerelease: no Release notes: This release adds a new `install-cuda` boolean for configuring whether to Install CUDA drivers. This flag defaults to `true`, and can be set to `false` when building Cog containers that don't require GPU. See https://github.com/replicate/setup-cog/pull/13 Thanks to @luismavs and @nateraw for the PR and review. 🙏🏼"},"evidence_pages":[{"url":"https://github.com/replicate/setup-cog/releases/tag/v1.0.3","final_url":"https://github.com/replicate/setup-cog/releases/tag/v1.0.3","title":"replicate/setup-cog v1.0.3","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:38:59.690141+00:00","bytes":2481,"raw_path":"ea65c497b6ae46398fe56e8951ba641b34ddf4be9fd845542af0ec5f4cd444f8.json","content_hash":"47d999f31e364ed082861162dbff6e9a6ff7356480ed0ede95641df05229ecd5","excerpt_chars":1200,"truncated":false,"excerpt":"Make CUDA installation optional Repository: replicate/setup-cog Tag: v1.0.3 Published: 2023-10-17T17:08:32Z Prerelease: no Release notes: This release adds a new `install-cuda` boolean for configuring whether to Install CUDA drivers. This flag defaults to `true`, and can be set to `false` when building Cog containers that don't require GPU. See https://github.com/replicate/setup-cog/pull/13 Thanks to @luismavs and @nateraw for the PR and review. 🙏🏼"}],"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"}]}