{"schema_version":"onlylabs.public_signal.v1","title":"Replicate Release: replicate/setup-cog v2.0.0","description":"Replicate release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/3f939b51-b805-47d7-afb7-946c0a69896a","json_url":"https://onlylabs.fyi/signals/3f939b51-b805-47d7-afb7-946c0a69896a/signal.json","generated_at":"2026-06-11T03:38:59.235447+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/3f939b51-b805-47d7-afb7-946c0a69896a","signal_json":"https://onlylabs.fyi/signals/3f939b51-b805-47d7-afb7-946c0a69896a/signal.json","source":"https://github.com/replicate/setup-cog/releases/tag/v2.0.0","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/setup-cog v2.0.0 (replicate/setup-cog). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: v2: No CUDA by default, plus newer Cog Repository: replicate/setup-cog Tag: v2.0.0 Published: 2024-05-17T16:21:41Z Prerelease: no Release notes: This release includes.... 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/v2.0.0","source_host":"github.com","occurred_at":"2024-05-17T16:21:41+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":"v2: No CUDA by default, plus newer Cog","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/setup-cog/releases/tag/v2.0.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:38:59.235447+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/3f939b51-b805-47d7-afb7-946c0a69896a/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/3f939b51-b805-47d7-afb7-946c0a69896a/signal.json","required":true},{"label":"source","url":"https://github.com/replicate/setup-cog/releases/tag/v2.0.0","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/setup-cog v2.0.0\" for neocloud strategy."},"semantic_triples":[{"subject":"Replicate","predicate":"released","object":"replicate/setup-cog v2.0.0","text":"Replicate released replicate/setup-cog v2.0.0."},{"subject":"replicate/setup-cog v2.0.0","predicate":"is classified as","object":"release signal","text":"replicate/setup-cog v2.0.0 is classified as release signal."},{"subject":"replicate/setup-cog v2.0.0","predicate":"belongs to","object":"releases desk","text":"replicate/setup-cog v2.0.0 belongs to releases desk."},{"subject":"replicate/setup-cog v2.0.0","predicate":"has context","object":"replicate/setup-cog","text":"replicate/setup-cog v2.0.0 has context replicate/setup-cog."},{"subject":"replicate/setup-cog v2.0.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"replicate/setup-cog v2.0.0 has evidence coverage 1 captured evidence page."},{"subject":"replicate/setup-cog v2.0.0","predicate":"has captured page count","object":"1","text":"replicate/setup-cog v2.0.0 has captured page count 1."},{"subject":"replicate/setup-cog v2.0.0","predicate":"has readable page count","object":"1","text":"replicate/setup-cog v2.0.0 has readable page count 1."},{"subject":"replicate/setup-cog v2.0.0","predicate":"has related signal count","object":"6","text":"replicate/setup-cog v2.0.0 has related signal count 6."},{"subject":"replicate/setup-cog v2.0.0","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/setup-cog v2.0.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"replicate/setup-cog v2.0.0","predicate":"has source host","object":"github.com","text":"replicate/setup-cog v2.0.0 has source host github.com."},{"subject":"replicate/setup-cog v2.0.0","predicate":"has lab","object":"Replicate","text":"replicate/setup-cog v2.0.0 has lab Replicate."},{"subject":"replicate/setup-cog v2.0.0","predicate":"has signal desk","object":"releases","text":"replicate/setup-cog v2.0.0 has signal desk releases."},{"subject":"replicate/setup-cog v2.0.0","predicate":"has source host","object":"github.com","text":"replicate/setup-cog v2.0.0 has source host github.com."},{"subject":"replicate/setup-cog v2.0.0","predicate":"has repository","object":"replicate/setup-cog","text":"replicate/setup-cog v2.0.0 has repository replicate/setup-cog."},{"subject":"replicate/setup-cog v2.0.0","predicate":"has release","object":"v2: No CUDA by default, plus newer Cog","text":"replicate/setup-cog v2.0.0 has release v2: No CUDA by default, plus newer Cog."},{"subject":"replicate/setup-cog v2.0.0","predicate":"has watch term","object":"Agents and tool use","text":"replicate/setup-cog v2.0.0 has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"releases","answer":"Replicate published replicate/setup-cog v2.0.0 (replicate/setup-cog). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: v2: No CUDA by default, plus newer Cog Repository: replicate/setup-cog Tag: v2.0.0 Published: 2024-05-17T16:21:41Z Prerelease: no Release notes: This release includes.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Replicate","predicate":"released","object":"replicate/setup-cog v2.0.0","text":"Replicate released replicate/setup-cog v2.0.0."},{"subject":"replicate/setup-cog v2.0.0","predicate":"is classified as","object":"release signal","text":"replicate/setup-cog v2.0.0 is classified as release signal."},{"subject":"replicate/setup-cog v2.0.0","predicate":"belongs to","object":"releases desk","text":"replicate/setup-cog v2.0.0 belongs to releases desk."},{"subject":"replicate/setup-cog v2.0.0","predicate":"has context","object":"replicate/setup-cog","text":"replicate/setup-cog v2.0.0 has context replicate/setup-cog."},{"subject":"replicate/setup-cog v2.0.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"replicate/setup-cog v2.0.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"3f939b51-b805-47d7-afb7-946c0a69896a","url":"https://onlylabs.fyi/signals/3f939b51-b805-47d7-afb7-946c0a69896a","json_url":"https://onlylabs.fyi/signals/3f939b51-b805-47d7-afb7-946c0a69896a/signal.json","source_url":"https://github.com/replicate/setup-cog/releases/tag/v2.0.0","title":"replicate/setup-cog v2.0.0","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":"2024-05-17T16:21:41+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/v2.0.0"]},"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/v2.0.0","final_url":"https://github.com/replicate/setup-cog/releases/tag/v2.0.0","title":"replicate/setup-cog v2.0.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:38:59.235447+00:00","bytes":3195,"raw_path":"d03d44cd5b840991225b468353b066dc979f436b83b080c9061c6c84dc451322.json","content_hash":"3a79326d838b74e1aec4e535c521755a62221fb03d8a26a75bf0150b6936439d","excerpt_chars":1200,"truncated":false,"excerpt":"v2: No CUDA by default, plus newer Cog Repository: replicate/setup-cog Tag: v2.0.0 Published: 2024-05-17T16:21:41Z Prerelease: no Release notes: This release includes two breaking changes: - The [`install_cuda`](https://github.com/replicate/setup-cog/blob/0f18c46613ba2a7033978dd545aff4e69e9904e5/README.md#install-cuda) input now defaults to `false`. Most models don't need CUDA at build time, a workflows run faster without it. - The default version of Cog installed by the Action is now [v0.9.8](https://github.com/replicate/cog/releases/tag/v0.9.8). (bumped from `0.8.6` in v1) ```yml name: Release on: push: branches: - main workflow_dispatch: jobs: setup-build-publish-deploy: name: Setup, Build, Publish & Deploy runs-on: ubuntu-latest steps: - name: Free disk pace uses: jlumbroso/free-disk-space@main - name: Checkout uses: actions/checkout@v4 - name: Setup Cog uses: replicate/setup-cog@v1 with: token: ${{ secrets.REPLICATE_API_TOKEN }} - name: Push to Replicate run: cog push r8.im/your/model ```"},"evidence_pages":[{"url":"https://github.com/replicate/setup-cog/releases/tag/v2.0.0","final_url":"https://github.com/replicate/setup-cog/releases/tag/v2.0.0","title":"replicate/setup-cog v2.0.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:38:59.235447+00:00","bytes":3195,"raw_path":"d03d44cd5b840991225b468353b066dc979f436b83b080c9061c6c84dc451322.json","content_hash":"3a79326d838b74e1aec4e535c521755a62221fb03d8a26a75bf0150b6936439d","excerpt_chars":1200,"truncated":false,"excerpt":"v2: No CUDA by default, plus newer Cog Repository: replicate/setup-cog Tag: v2.0.0 Published: 2024-05-17T16:21:41Z Prerelease: no Release notes: This release includes two breaking changes: - The [`install_cuda`](https://github.com/replicate/setup-cog/blob/0f18c46613ba2a7033978dd545aff4e69e9904e5/README.md#install-cuda) input now defaults to `false`. Most models don't need CUDA at build time, a workflows run faster without it. - The default version of Cog installed by the Action is now [v0.9.8](https://github.com/replicate/cog/releases/tag/v0.9.8). (bumped from `0.8.6` in v1) ```yml name: Release on: push: branches: - main workflow_dispatch: jobs: setup-build-publish-deploy: name: Setup, Build, Publish & Deploy runs-on: ubuntu-latest steps: - name: Free disk pace uses: jlumbroso/free-disk-space@main - name: Checkout uses: actions/checkout@v4 - name: Setup Cog uses: replicate/setup-cog@v1 with: token: ${{ secrets.REPLICATE_API_TOKEN }} - name: Push to Replicate run: cog push r8.im/your/model ```"}],"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"}]}