{"schema_version":"onlylabs.public_signal.v1","title":"NVIDIA Repo: NVIDIA/nvmesh-infra","description":"NVIDIA repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/fcca5879-5dd6-4af4-91b8-0484b25d056d","json_url":"https://onlylabs.fyi/signals/fcca5879-5dd6-4af4-91b8-0484b25d056d/signal.json","generated_at":"2026-06-11T02:52:55.022137+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/fcca5879-5dd6-4af4-91b8-0484b25d056d","signal_json":"https://onlylabs.fyi/signals/fcca5879-5dd6-4af4-91b8-0484b25d056d/signal.json","source":"https://github.com/NVIDIA/nvmesh-infra","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":null,"topic_signals_json":null,"topic_feed":null,"data_business":{"radar":"https://onlylabs.fyi/data-radar","radar_json":"https://onlylabs.fyi/data-radar.json","opportunities":"https://onlylabs.fyi/opportunities","opportunities_json":"https://onlylabs.fyi/opportunities.json","lanes":[{"key":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data","json_url":"https://onlylabs.fyi/data-radar/data/signals.json"},{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure","json_url":"https://onlylabs.fyi/data-radar/infrastructure/signals.json"}]}},"answer_pack":{"answer":"NVIDIA published NVIDIA/nvmesh-infra (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo NVIDIA/nvmesh-infra · language Python · Low stars, routine infra repo. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Data demand, Infrastructure in the data-business radar.","signal_desk":"repos","source_context":{"source_url":"https://github.com/NVIDIA/nvmesh-infra","source_host":"github.com","occurred_at":"2026-02-24T18:03:41+00:00","first_seen_at":"2026-06-05T20:58:43.255815+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"NVIDIA","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"NVIDIA/nvmesh-infra","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"12","source":"traction"},{"label":"Notability","value":"Low stars, routine infra repo","source":"signal"},{"label":"Radar lane","value":"Data demand","source":"radar"},{"label":"Radar lane","value":"Infrastructure","source":"radar"},{"label":"Matched term","value":"rag","source":"radar"},{"label":"Matched 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infrastructure."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/fcca5879-5dd6-4af4-91b8-0484b25d056d/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":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":"https://onlylabs.fyi/data-radar.json","opportunities_json":"https://onlylabs.fyi/opportunities.json"},"analysis_playbook":{"objective":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","evidence_focus":["repo name","owner","description","language","stars","source URL","first seen time","data, eval, infra, safety, and product terms"],"extraction_questions":["What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Is the repo new evidence for a lab direction that is not yet in writing or releases?","Which related signals should an analyst inspect next?"],"signal_questions":["What does this new repository reveal before a formal announcement exists?","What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Which data-business lane explains this signal: Data demand, Infrastructure?","Do the 6 related repo signals show a repeated pattern?"],"output_fields":["org","repo","technical_theme","data_business_lane","evidence_url"],"data_business_relevance":"New repositories can expose organization build priorities early, especially around internal tooling, eval infrastructure, data systems, deployment, and agent workflows.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/fcca5879-5dd6-4af4-91b8-0484b25d056d/signal.json","required":true},{"label":"source","url":"https://github.com/NVIDIA/nvmesh-infra","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":null,"required":false},{"label":"data_radar_json","url":"https://onlylabs.fyi/data-radar.json","required":true}],"expected_output":["one-paragraph source-grounded interpretation","data-business 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 repo signal \"NVIDIA/nvmesh-infra\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"NVIDIA","predicate":"published repo","object":"NVIDIA/nvmesh-infra","text":"NVIDIA published repo NVIDIA/nvmesh-infra."},{"subject":"NVIDIA/nvmesh-infra","predicate":"is classified as","object":"repo signal","text":"NVIDIA/nvmesh-infra is classified as repo signal."},{"subject":"NVIDIA/nvmesh-infra","predicate":"belongs to","object":"repos desk","text":"NVIDIA/nvmesh-infra belongs to repos desk."},{"subject":"NVIDIA/nvmesh-infra","predicate":"has context","object":"Python","text":"NVIDIA/nvmesh-infra has context Python."},{"subject":"NVIDIA/nvmesh-infra","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/nvmesh-infra has evidence coverage 1 captured evidence page."},{"subject":"NVIDIA/nvmesh-infra","predicate":"matches data-business lanes","object":"Data demand, Infrastructure","text":"NVIDIA/nvmesh-infra matches data-business lanes Data demand, Infrastructure."},{"subject":"NVIDIA/nvmesh-infra","predicate":"has captured page count","object":"1","text":"NVIDIA/nvmesh-infra has captured page count 1."},{"subject":"NVIDIA/nvmesh-infra","predicate":"has readable page count","object":"1","text":"NVIDIA/nvmesh-infra has readable page count 1."},{"subject":"NVIDIA/nvmesh-infra","predicate":"has related signal count","object":"6","text":"NVIDIA/nvmesh-infra has related signal count 6."},{"subject":"NVIDIA/nvmesh-infra","predicate":"has analysis playbook objective","object":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","text":"NVIDIA/nvmesh-infra has analysis playbook objective Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.."},{"subject":"NVIDIA/nvmesh-infra","predicate":"has source host","object":"github.com","text":"NVIDIA/nvmesh-infra has source host github.com."},{"subject":"NVIDIA/nvmesh-infra","predicate":"has lab","object":"NVIDIA","text":"NVIDIA/nvmesh-infra has lab NVIDIA."},{"subject":"NVIDIA/nvmesh-infra","predicate":"has signal desk","object":"repos","text":"NVIDIA/nvmesh-infra has signal desk repos."},{"subject":"NVIDIA/nvmesh-infra","predicate":"has source host","object":"github.com","text":"NVIDIA/nvmesh-infra has source host github.com."},{"subject":"NVIDIA/nvmesh-infra","predicate":"has repository","object":"NVIDIA/nvmesh-infra","text":"NVIDIA/nvmesh-infra has repository NVIDIA/nvmesh-infra."},{"subject":"NVIDIA/nvmesh-infra","predicate":"has language","object":"Python","text":"NVIDIA/nvmesh-infra has language Python."},{"subject":"NVIDIA/nvmesh-infra","predicate":"has stars","object":"12","text":"NVIDIA/nvmesh-infra has stars 12."},{"subject":"NVIDIA/nvmesh-infra","predicate":"has notability","object":"Low stars, routine infra repo","text":"NVIDIA/nvmesh-infra has notability Low stars, routine infra repo."},{"subject":"NVIDIA/nvmesh-infra","predicate":"has radar lane","object":"Data demand","text":"NVIDIA/nvmesh-infra has radar lane Data demand."}]},"intelligence":{"signal_desk":"repos","answer":"NVIDIA published NVIDIA/nvmesh-infra (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo NVIDIA/nvmesh-infra · language Python · Low stars, routine infra repo. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Data demand, Infrastructure in the data-business radar.","semantic_triples":[{"subject":"NVIDIA","predicate":"published repo","object":"NVIDIA/nvmesh-infra","text":"NVIDIA published repo NVIDIA/nvmesh-infra."},{"subject":"NVIDIA/nvmesh-infra","predicate":"is classified as","object":"repo signal","text":"NVIDIA/nvmesh-infra is classified as repo signal."},{"subject":"NVIDIA/nvmesh-infra","predicate":"belongs to","object":"repos desk","text":"NVIDIA/nvmesh-infra belongs to repos desk."},{"subject":"NVIDIA/nvmesh-infra","predicate":"has context","object":"Python","text":"NVIDIA/nvmesh-infra has context Python."},{"subject":"NVIDIA/nvmesh-infra","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/nvmesh-infra has evidence coverage 1 captured evidence page."},{"subject":"NVIDIA/nvmesh-infra","predicate":"matches data-business lanes","object":"Data demand, Infrastructure","text":"NVIDIA/nvmesh-infra matches data-business lanes Data demand, Infrastructure."}]},"signal":{"id":"fcca5879-5dd6-4af4-91b8-0484b25d056d","url":"https://onlylabs.fyi/signals/fcca5879-5dd6-4af4-91b8-0484b25d056d","json_url":"https://onlylabs.fyi/signals/fcca5879-5dd6-4af4-91b8-0484b25d056d/signal.json","source_url":"https://github.com/NVIDIA/nvmesh-infra","title":"NVIDIA/nvmesh-infra","summary":"NVIDIA published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-02-24T18:03:41+00:00","first_seen_at":"2026-06-05T20:58:43.255815+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/nvmesh-infra"]},"facets":{"repo":"NVIDIA/nvmesh-infra","language":"Python"},"traction":{"github_stars":12,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data"},{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure"}],"score":26,"matched_terms":["rag","infra"],"reason":"NVIDIA has a repo signal matching data demand, infrastructure."}},"primary_evidence_page":{"url":"https://github.com/NVIDIA/nvmesh-infra","final_url":"https://github.com/NVIDIA/nvmesh-infra","title":"NVIDIA/nvmesh-infra repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:52:55.022137+00:00","bytes":9177,"raw_path":"2193ee21670bf5e8e27d4b43eaf8fa3e60fe39fdfdbb3c055b639b2d986ae317.json","content_hash":"9cd9c1cba6b1685ef726fc7645bf2301e8c3bf0f78f41c802ed8accf1dc15e16","excerpt_chars":1200,"truncated":true,"excerpt":"NVIDIA/nvmesh-infra Description: NVMesh by NVIDIA provides remote shared storage facilities with in-server flash performance characteristics while using commodity off-the-shelf components. 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Storage Client The storage client software implements block..."},"evidence_pages":[{"url":"https://github.com/NVIDIA/nvmesh-infra","final_url":"https://github.com/NVIDIA/nvmesh-infra","title":"NVIDIA/nvmesh-infra repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:52:55.022137+00:00","bytes":9177,"raw_path":"2193ee21670bf5e8e27d4b43eaf8fa3e60fe39fdfdbb3c055b639b2d986ae317.json","content_hash":"9cd9c1cba6b1685ef726fc7645bf2301e8c3bf0f78f41c802ed8accf1dc15e16","excerpt_chars":1200,"truncated":true,"excerpt":"NVIDIA/nvmesh-infra Description: NVMesh by NVIDIA provides remote shared storage facilities with in-server flash performance characteristics while using commodity off-the-shelf components. 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