{"schema_version":"onlylabs.public_signal.v1","title":"NVIDIA Release: NVIDIA/k8s-cc-manager v0.2.0","description":"NVIDIA release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/7ca70925-b57b-4061-93a8-9cb91e052edc","json_url":"https://onlylabs.fyi/signals/7ca70925-b57b-4061-93a8-9cb91e052edc/signal.json","generated_at":"2026-06-27T00:36:03.911Z","evidence_latest_fetched_at":"2026-06-16T07:02:16.95038+00:00","signal_first_seen_at":"2026-06-16T07:00:35.946831+00:00","org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/nvidia","dossier_json_url":"https://onlylabs.fyi/labs/nvidia/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/7ca70925-b57b-4061-93a8-9cb91e052edc","signal_json":"https://onlylabs.fyi/signals/7ca70925-b57b-4061-93a8-9cb91e052edc/signal.json","source":"https://github.com/NVIDIA/k8s-cc-manager/releases/tag/v0.2.0","lab_dossier":"https://onlylabs.fyi/labs/nvidia","lab_dossier_json":"https://onlylabs.fyi/labs/nvidia/dossier.json","analysis":"https://onlylabs.fyi/analysis/nvidia","analysis_json":"https://onlylabs.fyi/analysis/nvidia/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/nvidia/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","data_business":null},"answer_pack":{"answer":"NVIDIA published NVIDIA/k8s-cc-manager v0.2.0 (NVIDIA/k8s-cc-manager). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Minor release of a GPU cluster management tool. · Initial release for CoCo EA Repository: NVIDIA/k8s-cc-manager Tag: v0.2.0 Published: 2025-12-16T17:38:15Z Prerelease: no Release notes: Initial release.. onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/NVIDIA/k8s-cc-manager/releases/tag/v0.2.0","source_host":"github.com","occurred_at":"2025-12-16T17:38:15+00:00","first_seen_at":"2026-06-16T07:00:35.946831+00:00","date_source":"source","context":"NVIDIA/k8s-cc-manager"},"context_markers":[{"label":"Lab","value":"NVIDIA","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"NVIDIA/k8s-cc-manager","source":"source"},{"label":"Release","value":"Initial release for CoCo EA","source":"source"},{"label":"Notability","value":"Minor release of a GPU cluster management tool.","source":"signal"},{"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/NVIDIA/k8s-cc-manager/releases/tag/v0.2.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-16T07:02:16.95038+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/7ca70925-b57b-4061-93a8-9cb91e052edc/signal.json","dossier_json":"https://onlylabs.fyi/labs/nvidia/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/nvidia/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/nvidia/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","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","data_business_lane","evidence_url"],"data_business_relevance":"Release signals show the hard edge of lab execution and help connect data-business opportunities to concrete model, repo, and deployment changes.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/7ca70925-b57b-4061-93a8-9cb91e052edc/signal.json","required":true},{"label":"source","url":"https://github.com/NVIDIA/k8s-cc-manager/releases/tag/v0.2.0","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/nvidia/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/nvidia/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/releases/signals.json","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 NVIDIA's release signal \"NVIDIA/k8s-cc-manager v0.2.0\" for frontier lab strategy."},"semantic_triples":[{"subject":"NVIDIA","predicate":"released","object":"NVIDIA/k8s-cc-manager v0.2.0","text":"NVIDIA released NVIDIA/k8s-cc-manager v0.2.0."},{"subject":"NVIDIA/k8s-cc-manager v0.2.0","predicate":"is classified as","object":"release signal","text":"NVIDIA/k8s-cc-manager v0.2.0 is classified as release signal."},{"subject":"NVIDIA/k8s-cc-manager v0.2.0","predicate":"belongs to","object":"releases desk","text":"NVIDIA/k8s-cc-manager v0.2.0 belongs to releases desk."},{"subject":"NVIDIA/k8s-cc-manager v0.2.0","predicate":"has context","object":"NVIDIA/k8s-cc-manager","text":"NVIDIA/k8s-cc-manager v0.2.0 has context NVIDIA/k8s-cc-manager."},{"subject":"NVIDIA/k8s-cc-manager v0.2.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/k8s-cc-manager v0.2.0 has evidence coverage 1 captured evidence page."},{"subject":"NVIDIA/k8s-cc-manager v0.2.0","predicate":"has captured page count","object":"1","text":"NVIDIA/k8s-cc-manager v0.2.0 has captured page count 1."},{"subject":"NVIDIA/k8s-cc-manager v0.2.0","predicate":"has readable page count","object":"1","text":"NVIDIA/k8s-cc-manager v0.2.0 has readable page count 1."},{"subject":"NVIDIA/k8s-cc-manager v0.2.0","predicate":"has related signal count","object":"6","text":"NVIDIA/k8s-cc-manager v0.2.0 has related signal count 6."},{"subject":"NVIDIA/k8s-cc-manager v0.2.0","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":"NVIDIA/k8s-cc-manager v0.2.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"NVIDIA/k8s-cc-manager v0.2.0","predicate":"has source host","object":"github.com","text":"NVIDIA/k8s-cc-manager v0.2.0 has source host github.com."},{"subject":"NVIDIA/k8s-cc-manager v0.2.0","predicate":"has lab","object":"NVIDIA","text":"NVIDIA/k8s-cc-manager v0.2.0 has lab NVIDIA."},{"subject":"NVIDIA/k8s-cc-manager v0.2.0","predicate":"has signal desk","object":"releases","text":"NVIDIA/k8s-cc-manager v0.2.0 has signal desk releases."},{"subject":"NVIDIA/k8s-cc-manager v0.2.0","predicate":"has source host","object":"github.com","text":"NVIDIA/k8s-cc-manager v0.2.0 has source host github.com."},{"subject":"NVIDIA/k8s-cc-manager v0.2.0","predicate":"has repository","object":"NVIDIA/k8s-cc-manager","text":"NVIDIA/k8s-cc-manager v0.2.0 has repository NVIDIA/k8s-cc-manager."},{"subject":"NVIDIA/k8s-cc-manager v0.2.0","predicate":"has release","object":"Initial release for CoCo EA","text":"NVIDIA/k8s-cc-manager v0.2.0 has release Initial release for CoCo EA."},{"subject":"NVIDIA/k8s-cc-manager v0.2.0","predicate":"has notability","object":"Minor release of a GPU cluster management tool.","text":"NVIDIA/k8s-cc-manager v0.2.0 has notability Minor release of a GPU cluster management tool.."},{"subject":"NVIDIA/k8s-cc-manager v0.2.0","predicate":"has watch term","object":"Infrastructure","text":"NVIDIA/k8s-cc-manager v0.2.0 has watch term Infrastructure."}]},"intelligence":{"signal_desk":"releases","answer":"NVIDIA published NVIDIA/k8s-cc-manager v0.2.0 (NVIDIA/k8s-cc-manager). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Minor release of a GPU cluster management tool. · Initial release for CoCo EA Repository: NVIDIA/k8s-cc-manager Tag: v0.2.0 Published: 2025-12-16T17:38:15Z Prerelease: no Release notes: Initial release.. onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"NVIDIA","predicate":"released","object":"NVIDIA/k8s-cc-manager v0.2.0","text":"NVIDIA released NVIDIA/k8s-cc-manager v0.2.0."},{"subject":"NVIDIA/k8s-cc-manager v0.2.0","predicate":"is classified as","object":"release signal","text":"NVIDIA/k8s-cc-manager v0.2.0 is classified as release signal."},{"subject":"NVIDIA/k8s-cc-manager v0.2.0","predicate":"belongs to","object":"releases desk","text":"NVIDIA/k8s-cc-manager v0.2.0 belongs to releases desk."},{"subject":"NVIDIA/k8s-cc-manager v0.2.0","predicate":"has context","object":"NVIDIA/k8s-cc-manager","text":"NVIDIA/k8s-cc-manager v0.2.0 has context NVIDIA/k8s-cc-manager."},{"subject":"NVIDIA/k8s-cc-manager v0.2.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/k8s-cc-manager v0.2.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"7ca70925-b57b-4061-93a8-9cb91e052edc","url":"https://onlylabs.fyi/signals/7ca70925-b57b-4061-93a8-9cb91e052edc","json_url":"https://onlylabs.fyi/signals/7ca70925-b57b-4061-93a8-9cb91e052edc/signal.json","source_url":"https://github.com/NVIDIA/k8s-cc-manager/releases/tag/v0.2.0","title":"NVIDIA/k8s-cc-manager v0.2.0","summary":"NVIDIA published release notes. onlylabs watches releases for what actually shipped.","context":"NVIDIA/k8s-cc-manager","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2025-12-16T17:38:15+00:00","first_seen_at":"2026-06-16T07:00:35.946831+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/NVIDIA/k8s-cc-manager/releases/tag/v0.2.0"]},"facets":{"repo":"NVIDIA/k8s-cc-manager"},"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":{"is_primary":true,"source_match":true,"url":"https://github.com/NVIDIA/k8s-cc-manager/releases/tag/v0.2.0","final_url":"https://github.com/NVIDIA/k8s-cc-manager/releases/tag/v0.2.0","title":"NVIDIA/k8s-cc-manager v0.2.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-16T07:02:16.95038+00:00","bytes":2182,"raw_path":"c6bbd685a6449b93cb122aec3cde9f929f96a5d99cca6233eaa7d8bc3b896526.json","content_hash":"f9b2dbbd2e73c9933c90f89441995253bb923123201f15a1d87ffe013bea1bcb","excerpt_chars":1200,"truncated":false,"excerpt":"Initial release for CoCo EA Repository: NVIDIA/k8s-cc-manager Tag: v0.2.0 Published: 2025-12-16T17:38:15Z Prerelease: no Release notes: Initial release."},"evidence_pages":[],"related_signals":[{"id":"42a9edb6-2b2c-4f0e-b3bb-896af74645b9","url":"https://onlylabs.fyi/signals/42a9edb6-2b2c-4f0e-b3bb-896af74645b9","source_url":"https://github.com/NVIDIA/cloudxr-framework/releases/tag/6.2.0","title":"NVIDIA/cloudxr-framework 6.2.0","context":"NVIDIA/cloudxr-framework","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-26T20:23:39+00:00","first_seen_at":"2026-06-26T23:50:17.750312+00:00","date_source":"source"},{"id":"335a99b8-e97f-4614-8873-316c0a1a0e62","url":"https://onlylabs.fyi/signals/335a99b8-e97f-4614-8873-316c0a1a0e62","source_url":"https://github.com/NVIDIA/nodewright/releases/tag/chart/v0.17.1","title":"NVIDIA/nodewright chart/v0.17.1","context":"NVIDIA/nodewright","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-26T19:43:37+00:00","first_seen_at":"2026-06-26T23:50:17.750312+00:00","date_source":"source"},{"id":"cda1652a-f88a-4670-be06-1b776d3a9c0c","url":"https://onlylabs.fyi/signals/cda1652a-f88a-4670-be06-1b776d3a9c0c","source_url":"https://github.com/NVIDIA/OpenShell/releases/tag/v0.0.71","title":"NVIDIA/OpenShell v0.0.71","context":"NVIDIA/OpenShell","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-26T15:25:00+00:00","first_seen_at":"2026-06-26T23:50:17.750312+00:00","date_source":"source"},{"id":"ca583de2-5306-453f-b5c5-c20b1fa24bb2","url":"https://onlylabs.fyi/signals/ca583de2-5306-453f-b5c5-c20b1fa24bb2","source_url":"https://github.com/NVIDIA/k8s-launch-kit/releases/tag/v26.7.0-beta.1","title":"NVIDIA/k8s-launch-kit v26.7.0-beta.1","context":"NVIDIA/k8s-launch-kit","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-26T11:00:42+00:00","first_seen_at":"2026-06-26T23:50:17.855985+00:00","date_source":"source"},{"id":"99e3ad37-df71-412a-bbd6-63d7a4ae809f","url":"https://onlylabs.fyi/signals/99e3ad37-df71-412a-bbd6-63d7a4ae809f","source_url":"https://github.com/NVIDIA/TransformerEngine/releases/tag/v2.16.1","title":"NVIDIA/TransformerEngine v2.16.1","context":"NVIDIA/TransformerEngine","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-26T01:05:43+00:00","first_seen_at":"2026-06-26T07:00:35.890963+00:00","date_source":"source"},{"id":"fd3bfd23-600d-438e-9dff-cf05341ec5d1","url":"https://onlylabs.fyi/signals/fd3bfd23-600d-438e-9dff-cf05341ec5d1","source_url":"https://github.com/NVIDIA/cccl/releases/tag/v3.3.4","title":"NVIDIA/cccl v3.3.4","context":"NVIDIA/cccl","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-25T20:42:37+00:00","first_seen_at":"2026-06-26T07:00:35.890963+00:00","date_source":"source"}]}