{"schema_version":"onlylabs.public_signal.v1","title":"DeepSeek Repo: deepseek-ai/3FS","description":"DeepSeek repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/ec0e7f81-e2e1-436d-8563-e8c2e2df5e6a","json_url":"https://onlylabs.fyi/signals/ec0e7f81-e2e1-436d-8563-e8c2e2df5e6a/signal.json","generated_at":"2026-06-11T03:59:59.934633+00:00","org":{"slug":"deepseek","name":"DeepSeek","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/deepseek","dossier_json_url":"https://onlylabs.fyi/labs/deepseek/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/ec0e7f81-e2e1-436d-8563-e8c2e2df5e6a","signal_json":"https://onlylabs.fyi/signals/ec0e7f81-e2e1-436d-8563-e8c2e2df5e6a/signal.json","source":"https://github.com/deepseek-ai/3FS","lab_dossier":"https://onlylabs.fyi/labs/deepseek","lab_dossier_json":"https://onlylabs.fyi/labs/deepseek/dossier.json","analysis":"https://onlylabs.fyi/analysis/deepseek","analysis_json":"https://onlylabs.fyi/analysis/deepseek/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/deepseek/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":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure","json_url":"https://onlylabs.fyi/data-radar/infrastructure/signals.json"}]}},"answer_pack":{"answer":"DeepSeek published deepseek-ai/3FS (C++). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo deepseek-ai/3FS · language C++ · High-star repo from deepseek. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Infrastructure in the data-business radar.","signal_desk":"repos","source_context":{"source_url":"https://github.com/deepseek-ai/3FS","source_host":"github.com","occurred_at":"2025-02-27T13:36:53+00:00","first_seen_at":"2026-06-05T05:42:58.487688+00:00","date_source":"source","context":"C++"},"context_markers":[{"label":"Lab","value":"DeepSeek","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"deepseek-ai/3FS","source":"source"},{"label":"Language","value":"C++","source":"source"},{"label":"Stars","value":"9,956","source":"traction"},{"label":"Notability","value":"High-star repo from deepseek","source":"signal"},{"label":"Radar lane","value":"Infrastructure","source":"radar"},{"label":"Matched term","value":"inference","source":"radar"},{"label":"Matched term","value":"training","source":"radar"},{"label":"Watch term","value":"Eval 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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: 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 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implications."},"semantic_triples":[{"subject":"DeepSeek","predicate":"published repo","object":"deepseek-ai/3FS","text":"DeepSeek published repo deepseek-ai/3FS."},{"subject":"deepseek-ai/3FS","predicate":"is classified as","object":"repo signal","text":"deepseek-ai/3FS is classified as repo signal."},{"subject":"deepseek-ai/3FS","predicate":"belongs to","object":"repos desk","text":"deepseek-ai/3FS belongs to repos desk."},{"subject":"deepseek-ai/3FS","predicate":"has context","object":"C++","text":"deepseek-ai/3FS has context C++."},{"subject":"deepseek-ai/3FS","predicate":"has evidence coverage","object":"1 captured evidence page","text":"deepseek-ai/3FS has evidence coverage 1 captured evidence page."},{"subject":"deepseek-ai/3FS","predicate":"matches data-business lanes","object":"Infrastructure","text":"deepseek-ai/3FS matches data-business lanes Infrastructure."},{"subject":"deepseek-ai/3FS","predicate":"has captured page count","object":"1","text":"deepseek-ai/3FS has captured page count 1."},{"subject":"deepseek-ai/3FS","predicate":"has readable page count","object":"1","text":"deepseek-ai/3FS has readable page count 1."},{"subject":"deepseek-ai/3FS","predicate":"has related signal count","object":"6","text":"deepseek-ai/3FS has related signal count 6."},{"subject":"deepseek-ai/3FS","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":"deepseek-ai/3FS 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":"deepseek-ai/3FS","predicate":"has source host","object":"github.com","text":"deepseek-ai/3FS has source host github.com."},{"subject":"deepseek-ai/3FS","predicate":"has lab","object":"DeepSeek","text":"deepseek-ai/3FS has lab DeepSeek."},{"subject":"deepseek-ai/3FS","predicate":"has signal desk","object":"repos","text":"deepseek-ai/3FS has signal desk repos."},{"subject":"deepseek-ai/3FS","predicate":"has source host","object":"github.com","text":"deepseek-ai/3FS has source host github.com."},{"subject":"deepseek-ai/3FS","predicate":"has repository","object":"deepseek-ai/3FS","text":"deepseek-ai/3FS has repository deepseek-ai/3FS."},{"subject":"deepseek-ai/3FS","predicate":"has language","object":"C++","text":"deepseek-ai/3FS has language C++."},{"subject":"deepseek-ai/3FS","predicate":"has stars","object":"9,956","text":"deepseek-ai/3FS has stars 9,956."},{"subject":"deepseek-ai/3FS","predicate":"has notability","object":"High-star repo from deepseek","text":"deepseek-ai/3FS has notability High-star repo from deepseek."},{"subject":"deepseek-ai/3FS","predicate":"has radar lane","object":"Infrastructure","text":"deepseek-ai/3FS has radar lane Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"DeepSeek published deepseek-ai/3FS (C++). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo deepseek-ai/3FS · language C++ · High-star repo from deepseek. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Infrastructure in the data-business radar.","semantic_triples":[{"subject":"DeepSeek","predicate":"published repo","object":"deepseek-ai/3FS","text":"DeepSeek published repo deepseek-ai/3FS."},{"subject":"deepseek-ai/3FS","predicate":"is classified as","object":"repo signal","text":"deepseek-ai/3FS is classified as repo signal."},{"subject":"deepseek-ai/3FS","predicate":"belongs to","object":"repos desk","text":"deepseek-ai/3FS belongs to repos desk."},{"subject":"deepseek-ai/3FS","predicate":"has context","object":"C++","text":"deepseek-ai/3FS has context C++."},{"subject":"deepseek-ai/3FS","predicate":"has evidence coverage","object":"1 captured evidence page","text":"deepseek-ai/3FS has evidence coverage 1 captured evidence page."},{"subject":"deepseek-ai/3FS","predicate":"matches data-business lanes","object":"Infrastructure","text":"deepseek-ai/3FS matches data-business lanes Infrastructure."}]},"signal":{"id":"ec0e7f81-e2e1-436d-8563-e8c2e2df5e6a","url":"https://onlylabs.fyi/signals/ec0e7f81-e2e1-436d-8563-e8c2e2df5e6a","json_url":"https://onlylabs.fyi/signals/ec0e7f81-e2e1-436d-8563-e8c2e2df5e6a/signal.json","source_url":"https://github.com/deepseek-ai/3FS","title":"deepseek-ai/3FS","summary":"DeepSeek published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"C++","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"deepseek","name":"DeepSeek","category":"frontier-lab"},"occurred_at":"2025-02-27T13:36:53+00:00","first_seen_at":"2026-06-05T05:42:58.487688+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/deepseek-ai/3FS"]},"facets":{"repo":"deepseek-ai/3FS","language":"C++"},"traction":{"github_stars":9956,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure"}],"score":16,"matched_terms":["inference","training"],"reason":"DeepSeek has a repo signal matching infrastructure."}},"primary_evidence_page":{"url":"https://github.com/deepseek-ai/3FS","final_url":"https://github.com/deepseek-ai/3FS","title":"deepseek-ai/3FS repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:59:59.934633+00:00","bytes":15205,"raw_path":"3ae556345626a1af135da52e354526ddc98dc209626770850823bd25fdaa0925.json","content_hash":"49670b60b09421cf5184a3aec4546639b5877015b029a478be5362636125b638","excerpt_chars":1200,"truncated":true,"excerpt":"deepseek-ai/3FS Description: A high-performance distributed file system designed to address the challenges of AI training and inference workloads. 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Key features and benefits of 3FS include: - Performance and Usability - **Disaggregated Architecture** Combines the throughput of thousands of SSDs and the network bandwidth of hundreds of storage nodes, enabling applications to access storage resource in a locality-oblivious manner. - **Strong Consistency** Implements Chain Replication..."},"evidence_pages":[{"url":"https://github.com/deepseek-ai/3FS","final_url":"https://github.com/deepseek-ai/3FS","title":"deepseek-ai/3FS repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:59:59.934633+00:00","bytes":15205,"raw_path":"3ae556345626a1af135da52e354526ddc98dc209626770850823bd25fdaa0925.json","content_hash":"49670b60b09421cf5184a3aec4546639b5877015b029a478be5362636125b638","excerpt_chars":1200,"truncated":true,"excerpt":"deepseek-ai/3FS Description: A high-performance distributed file system designed to address the challenges of AI training and inference workloads. 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