{"schema_version":"onlylabs.public_signal.v1","title":"Lightning AI Release: Lightning-AI/LitLogger v2026.03.09","description":"Lightning AI release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/3aff2487-cf15-44cc-831c-6a56af41f6f4","json_url":"https://onlylabs.fyi/signals/3aff2487-cf15-44cc-831c-6a56af41f6f4/signal.json","generated_at":"2026-06-11T04:05:24.383474+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/3aff2487-cf15-44cc-831c-6a56af41f6f4","signal_json":"https://onlylabs.fyi/signals/3aff2487-cf15-44cc-831c-6a56af41f6f4/signal.json","source":"https://github.com/Lightning-AI/LitLogger/releases/tag/v2026.03.09","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 v2026.03.09 (Lightning-AI/LitLogger). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine logger release, low impact. · Release 2026.03.09 Repository: Lightning-AI/LitLogger Tag: v2026.03.09 Published: 2026-03-09T17:27:58Z Prerelease: no Release notes: What's Changed - experimental.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/Lightning-AI/LitLogger/releases/tag/v2026.03.09","source_host":"github.com","occurred_at":"2026-03-09T17:27:58+00:00","first_seen_at":"2026-06-05T22:32:15.3832+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 2026.03.09","source":"source"},{"label":"Notability","value":"Routine logger release, low impact.","source":"signal"}],"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/Lightning-AI/LitLogger/releases/tag/v2026.03.09"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:05:24.383474+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/3aff2487-cf15-44cc-831c-6a56af41f6f4/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/3aff2487-cf15-44cc-831c-6a56af41f6f4/signal.json","required":true},{"label":"source","url":"https://github.com/Lightning-AI/LitLogger/releases/tag/v2026.03.09","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":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 Lightning AI's release signal \"Lightning-AI/LitLogger v2026.03.09\" for neocloud strategy."},"semantic_triples":[{"subject":"Lightning AI","predicate":"released","object":"Lightning-AI/LitLogger v2026.03.09","text":"Lightning AI released Lightning-AI/LitLogger v2026.03.09."},{"subject":"Lightning-AI/LitLogger v2026.03.09","predicate":"is classified as","object":"release signal","text":"Lightning-AI/LitLogger v2026.03.09 is classified as release signal."},{"subject":"Lightning-AI/LitLogger v2026.03.09","predicate":"belongs to","object":"releases desk","text":"Lightning-AI/LitLogger v2026.03.09 belongs to releases desk."},{"subject":"Lightning-AI/LitLogger v2026.03.09","predicate":"has context","object":"Lightning-AI/LitLogger","text":"Lightning-AI/LitLogger v2026.03.09 has context Lightning-AI/LitLogger."},{"subject":"Lightning-AI/LitLogger v2026.03.09","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Lightning-AI/LitLogger v2026.03.09 has evidence coverage 1 captured evidence page."},{"subject":"Lightning-AI/LitLogger v2026.03.09","predicate":"has captured page count","object":"1","text":"Lightning-AI/LitLogger v2026.03.09 has captured page count 1."},{"subject":"Lightning-AI/LitLogger v2026.03.09","predicate":"has readable page count","object":"1","text":"Lightning-AI/LitLogger v2026.03.09 has readable page count 1."},{"subject":"Lightning-AI/LitLogger v2026.03.09","predicate":"has related signal count","object":"6","text":"Lightning-AI/LitLogger v2026.03.09 has related signal count 6."},{"subject":"Lightning-AI/LitLogger v2026.03.09","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 v2026.03.09 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 v2026.03.09","predicate":"has source host","object":"github.com","text":"Lightning-AI/LitLogger v2026.03.09 has source host github.com."},{"subject":"Lightning-AI/LitLogger v2026.03.09","predicate":"has lab","object":"Lightning AI","text":"Lightning-AI/LitLogger v2026.03.09 has lab Lightning AI."},{"subject":"Lightning-AI/LitLogger v2026.03.09","predicate":"has signal desk","object":"releases","text":"Lightning-AI/LitLogger v2026.03.09 has signal desk releases."},{"subject":"Lightning-AI/LitLogger v2026.03.09","predicate":"has source host","object":"github.com","text":"Lightning-AI/LitLogger v2026.03.09 has source host github.com."},{"subject":"Lightning-AI/LitLogger v2026.03.09","predicate":"has repository","object":"Lightning-AI/LitLogger","text":"Lightning-AI/LitLogger v2026.03.09 has repository Lightning-AI/LitLogger."},{"subject":"Lightning-AI/LitLogger v2026.03.09","predicate":"has release","object":"Release 2026.03.09","text":"Lightning-AI/LitLogger v2026.03.09 has release Release 2026.03.09."},{"subject":"Lightning-AI/LitLogger v2026.03.09","predicate":"has notability","object":"Routine logger release, low impact.","text":"Lightning-AI/LitLogger v2026.03.09 has notability Routine logger release, low impact.."}]},"intelligence":{"signal_desk":"releases","answer":"Lightning AI published Lightning-AI/LitLogger v2026.03.09 (Lightning-AI/LitLogger). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine logger release, low impact. · Release 2026.03.09 Repository: Lightning-AI/LitLogger Tag: v2026.03.09 Published: 2026-03-09T17:27:58Z Prerelease: no Release notes: What's Changed - experimental.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Lightning AI","predicate":"released","object":"Lightning-AI/LitLogger v2026.03.09","text":"Lightning AI released Lightning-AI/LitLogger v2026.03.09."},{"subject":"Lightning-AI/LitLogger v2026.03.09","predicate":"is classified as","object":"release signal","text":"Lightning-AI/LitLogger v2026.03.09 is classified as release signal."},{"subject":"Lightning-AI/LitLogger v2026.03.09","predicate":"belongs to","object":"releases desk","text":"Lightning-AI/LitLogger v2026.03.09 belongs to releases desk."},{"subject":"Lightning-AI/LitLogger v2026.03.09","predicate":"has context","object":"Lightning-AI/LitLogger","text":"Lightning-AI/LitLogger v2026.03.09 has context Lightning-AI/LitLogger."},{"subject":"Lightning-AI/LitLogger v2026.03.09","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Lightning-AI/LitLogger v2026.03.09 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"3aff2487-cf15-44cc-831c-6a56af41f6f4","url":"https://onlylabs.fyi/signals/3aff2487-cf15-44cc-831c-6a56af41f6f4","json_url":"https://onlylabs.fyi/signals/3aff2487-cf15-44cc-831c-6a56af41f6f4/signal.json","source_url":"https://github.com/Lightning-AI/LitLogger/releases/tag/v2026.03.09","title":"Lightning-AI/LitLogger v2026.03.09","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":"2026-03-09T17:27:58+00:00","first_seen_at":"2026-06-05T22:32:15.3832+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/Lightning-AI/LitLogger/releases/tag/v2026.03.09"]},"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":{"url":"https://github.com/Lightning-AI/LitLogger/releases/tag/v2026.03.09","final_url":"https://github.com/Lightning-AI/LitLogger/releases/tag/v2026.03.09","title":"Lightning-AI/LitLogger v2026.03.09","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:05:24.383474+00:00","bytes":2595,"raw_path":"867d21e2570b29927343765bd753d139c48339409a293cd3052ca5254ff663c9.json","content_hash":"5b1867fbbb10a981fa43885b52b535f97ed23df964e31f1ee99bdddc1064442e","excerpt_chars":1200,"truncated":false,"excerpt":"Release 2026.03.09 Repository: Lightning-AI/LitLogger Tag: v2026.03.09 Published: 2026-03-09T17:27:58Z Prerelease: no Release notes: What's Changed - 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