{"schema_version":"onlylabs.public_signal.v1","title":"Lightning AI Release: Lightning-AI/LitLogger v0.1.6","description":"Lightning AI release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/6591300c-4b99-47b6-99ed-a1b097f8c300","json_url":"https://onlylabs.fyi/signals/6591300c-4b99-47b6-99ed-a1b097f8c300/signal.json","generated_at":"2026-06-27T03:38:53.198Z","evidence_latest_fetched_at":null,"signal_first_seen_at":"2026-06-26T23:54:28.940265+00:00","org":{"slug":"lightning-ai","name":"Lightning AI","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/lightning-ai","dossier_json_url":"https://onlylabs.fyi/labs/lightning-ai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/6591300c-4b99-47b6-99ed-a1b097f8c300","signal_json":"https://onlylabs.fyi/signals/6591300c-4b99-47b6-99ed-a1b097f8c300/signal.json","source":"https://github.com/Lightning-AI/LitLogger/releases/tag/v0.1.6","lab_dossier":"https://onlylabs.fyi/labs/lightning-ai","lab_dossier_json":"https://onlylabs.fyi/labs/lightning-ai/dossier.json","analysis":"https://onlylabs.fyi/analysis/lightning-ai","analysis_json":"https://onlylabs.fyi/analysis/lightning-ai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/lightning-ai/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":"Lightning AI published Lightning-AI/LitLogger v0.1.6 (Lightning-AI/LitLogger). This release signal is evidence of what shipped, changed, or was packaged for users. onlylabs links this event to 0 captured evidence pages and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/Lightning-AI/LitLogger/releases/tag/v0.1.6","source_host":"github.com","occurred_at":"2025-12-21T18:31:04+00:00","first_seen_at":"2026-06-26T23:54:28.940265+00:00","date_source":"source","context":"Lightning-AI/LitLogger"},"context_markers":[{"label":"Lab","value":"Lightning AI","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"Lightning-AI/LitLogger","source":"source"},{"label":"Release","value":"Release v0.1.6","source":"source"}],"evidence_coverage":{"target_pages":1,"captured_pages":0,"readable_pages":0,"capture_methods":[],"missing_page_urls":["https://github.com/Lightning-AI/LitLogger/releases/tag/v0.1.6"],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/Lightning-AI/LitLogger/releases/tag/v0.1.6"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":null},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/6591300c-4b99-47b6-99ed-a1b097f8c300/signal.json","dossier_json":"https://onlylabs.fyi/labs/lightning-ai/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/lightning-ai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/lightning-ai/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/6591300c-4b99-47b6-99ed-a1b097f8c300/signal.json","required":true},{"label":"source","url":"https://github.com/Lightning-AI/LitLogger/releases/tag/v0.1.6","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/lightning-ai/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/lightning-ai/evidence.json","required":false},{"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 Lightning AI's release signal \"Lightning-AI/LitLogger v0.1.6\" for neocloud strategy."},"semantic_triples":[{"subject":"Lightning AI","predicate":"released","object":"Lightning-AI/LitLogger v0.1.6","text":"Lightning AI released Lightning-AI/LitLogger v0.1.6."},{"subject":"Lightning-AI/LitLogger v0.1.6","predicate":"is classified as","object":"release signal","text":"Lightning-AI/LitLogger v0.1.6 is classified as release signal."},{"subject":"Lightning-AI/LitLogger v0.1.6","predicate":"belongs to","object":"releases desk","text":"Lightning-AI/LitLogger v0.1.6 belongs to releases desk."},{"subject":"Lightning-AI/LitLogger v0.1.6","predicate":"has context","object":"Lightning-AI/LitLogger","text":"Lightning-AI/LitLogger v0.1.6 has context Lightning-AI/LitLogger."},{"subject":"Lightning-AI/LitLogger v0.1.6","predicate":"has evidence coverage","object":"0 captured evidence pages","text":"Lightning-AI/LitLogger v0.1.6 has evidence coverage 0 captured evidence pages."},{"subject":"Lightning-AI/LitLogger v0.1.6","predicate":"has captured page count","object":"0","text":"Lightning-AI/LitLogger v0.1.6 has captured page count 0."},{"subject":"Lightning-AI/LitLogger v0.1.6","predicate":"has readable page count","object":"0","text":"Lightning-AI/LitLogger v0.1.6 has readable page count 0."},{"subject":"Lightning-AI/LitLogger v0.1.6","predicate":"has related signal count","object":"6","text":"Lightning-AI/LitLogger v0.1.6 has related signal count 6."},{"subject":"Lightning-AI/LitLogger v0.1.6","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":"Lightning-AI/LitLogger v0.1.6 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"Lightning-AI/LitLogger v0.1.6","predicate":"has source host","object":"github.com","text":"Lightning-AI/LitLogger v0.1.6 has source host github.com."},{"subject":"Lightning-AI/LitLogger v0.1.6","predicate":"has lab","object":"Lightning AI","text":"Lightning-AI/LitLogger v0.1.6 has lab Lightning AI."},{"subject":"Lightning-AI/LitLogger v0.1.6","predicate":"has signal desk","object":"releases","text":"Lightning-AI/LitLogger v0.1.6 has signal desk releases."},{"subject":"Lightning-AI/LitLogger v0.1.6","predicate":"has source host","object":"github.com","text":"Lightning-AI/LitLogger v0.1.6 has source host github.com."},{"subject":"Lightning-AI/LitLogger v0.1.6","predicate":"has repository","object":"Lightning-AI/LitLogger","text":"Lightning-AI/LitLogger v0.1.6 has repository Lightning-AI/LitLogger."},{"subject":"Lightning-AI/LitLogger v0.1.6","predicate":"has release","object":"Release v0.1.6","text":"Lightning-AI/LitLogger v0.1.6 has release Release v0.1.6."}]},"intelligence":{"signal_desk":"releases","answer":"Lightning AI published Lightning-AI/LitLogger v0.1.6 (Lightning-AI/LitLogger). This release signal is evidence of what shipped, changed, or was packaged for users. onlylabs links this event to 0 captured evidence pages and 6 related release signals.","semantic_triples":[{"subject":"Lightning AI","predicate":"released","object":"Lightning-AI/LitLogger v0.1.6","text":"Lightning AI released Lightning-AI/LitLogger v0.1.6."},{"subject":"Lightning-AI/LitLogger v0.1.6","predicate":"is classified as","object":"release signal","text":"Lightning-AI/LitLogger v0.1.6 is classified as release signal."},{"subject":"Lightning-AI/LitLogger v0.1.6","predicate":"belongs to","object":"releases desk","text":"Lightning-AI/LitLogger v0.1.6 belongs to releases desk."},{"subject":"Lightning-AI/LitLogger v0.1.6","predicate":"has context","object":"Lightning-AI/LitLogger","text":"Lightning-AI/LitLogger v0.1.6 has context Lightning-AI/LitLogger."},{"subject":"Lightning-AI/LitLogger v0.1.6","predicate":"has evidence coverage","object":"0 captured evidence pages","text":"Lightning-AI/LitLogger v0.1.6 has evidence coverage 0 captured evidence pages."}]},"signal":{"id":"6591300c-4b99-47b6-99ed-a1b097f8c300","url":"https://onlylabs.fyi/signals/6591300c-4b99-47b6-99ed-a1b097f8c300","json_url":"https://onlylabs.fyi/signals/6591300c-4b99-47b6-99ed-a1b097f8c300/signal.json","source_url":"https://github.com/Lightning-AI/LitLogger/releases/tag/v0.1.6","title":"Lightning-AI/LitLogger v0.1.6","summary":"Lightning AI published release notes. onlylabs watches releases for what actually shipped.","context":"Lightning-AI/LitLogger","kind":{"key":"release","label":"Release"},"org":{"slug":"lightning-ai","name":"Lightning AI","category":"neocloud"},"occurred_at":"2025-12-21T18:31:04+00:00","first_seen_at":"2026-06-26T23:54:28.940265+00:00","date_source":"source","evidence_coverage":{"target_pages":1,"captured_pages":0,"readable_pages":0,"capture_methods":[],"missing_page_urls":["https://github.com/Lightning-AI/LitLogger/releases/tag/v0.1.6"],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/Lightning-AI/LitLogger/releases/tag/v0.1.6"]},"facets":{"repo":"Lightning-AI/LitLogger"},"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":null,"evidence_pages":[],"related_signals":[{"id":"9767a584-4e0d-4049-b156-956e4eb654f8","url":"https://onlylabs.fyi/signals/9767a584-4e0d-4049-b156-956e4eb654f8","source_url":"https://github.com/Lightning-AI/LitLogger/releases/tag/v2026.06.25","title":"Lightning-AI/LitLogger v2026.06.25","context":"Lightning-AI/LitLogger","kind":{"key":"release","label":"Release"},"org":{"slug":"lightning-ai","name":"Lightning AI","category":"neocloud"},"occurred_at":"2026-06-25T09:13:43+00:00","first_seen_at":"2026-06-26T07:00:59.404815+00:00","date_source":"source"},{"id":"54252394-c616-4586-964a-7a76e1eb143c","url":"https://onlylabs.fyi/signals/54252394-c616-4586-964a-7a76e1eb143c","source_url":"https://github.com/Lightning-AI/litData/releases/tag/v0.2.63","title":"Lightning-AI/litData v0.2.63","context":"Lightning-AI/litData","kind":{"key":"release","label":"Release"},"org":{"slug":"lightning-ai","name":"Lightning AI","category":"neocloud"},"occurred_at":"2026-05-28T11:31:07+00:00","first_seen_at":"2026-06-05T22:32:15.3832+00:00","date_source":"source"},{"id":"efa8ce16-9ff4-4a3b-a89e-ee8be8d33b23","url":"https://onlylabs.fyi/signals/efa8ce16-9ff4-4a3b-a89e-ee8be8d33b23","source_url":"https://github.com/Lightning-AI/pytorch-lightning/releases/tag/2.6.5","title":"Lightning-AI/pytorch-lightning 2.6.5","context":"Lightning-AI/pytorch-lightning","kind":{"key":"release","label":"Release"},"org":{"slug":"lightning-ai","name":"Lightning AI","category":"neocloud"},"occurred_at":"2026-05-27T14:32:15+00:00","first_seen_at":"2026-06-05T22:32:15.3832+00:00","date_source":"source"},{"id":"7c50084d-7e78-481f-99da-fe8e4f9261c3","url":"https://onlylabs.fyi/signals/7c50084d-7e78-481f-99da-fe8e4f9261c3","source_url":"https://github.com/Lightning-AI/pytorch-lightning/releases/tag/2.6.4","title":"Lightning-AI/pytorch-lightning 2.6.4","context":"Lightning-AI/pytorch-lightning","kind":{"key":"release","label":"Release"},"org":{"slug":"lightning-ai","name":"Lightning AI","category":"neocloud"},"occurred_at":"2026-05-20T22:08:42+00:00","first_seen_at":"2026-06-05T22:32:15.3832+00:00","date_source":"source"},{"id":"80f1aa4e-3edd-4ac9-927e-9d18876b2796","url":"https://onlylabs.fyi/signals/80f1aa4e-3edd-4ac9-927e-9d18876b2796","source_url":"https://github.com/Lightning-AI/LitLogger/releases/tag/v2026.05.12","title":"Lightning-AI/LitLogger v2026.05.12","context":"Lightning-AI/LitLogger","kind":{"key":"release","label":"Release"},"org":{"slug":"lightning-ai","name":"Lightning AI","category":"neocloud"},"occurred_at":"2026-05-12T21:16:07+00:00","first_seen_at":"2026-06-05T22:32:15.3832+00:00","date_source":"source"},{"id":"4da65b07-4379-4bec-8ce9-5663977457f2","url":"https://onlylabs.fyi/signals/4da65b07-4379-4bec-8ce9-5663977457f2","source_url":"https://github.com/Lightning-AI/LitLogger/releases/tag/v2026.04.16","title":"Lightning-AI/LitLogger v2026.04.16","context":"Lightning-AI/LitLogger","kind":{"key":"release","label":"Release"},"org":{"slug":"lightning-ai","name":"Lightning AI","category":"neocloud"},"occurred_at":"2026-04-16T14:49:15+00:00","first_seen_at":"2026-06-05T22:32:15.3832+00:00","date_source":"source"}]}