{"schema_version":"onlylabs.public_signal.v1","title":"Together AI Release: togethercomputer/together-kubelogin v0.1.0","description":"Together AI release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/019836dc-829f-4901-bb94-6a2ab72a9461","json_url":"https://onlylabs.fyi/signals/019836dc-829f-4901-bb94-6a2ab72a9461/signal.json","generated_at":"2026-06-11T04:06:06.432031+00:00","org":{"slug":"together-ai","name":"Together AI","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/together-ai","dossier_json_url":"https://onlylabs.fyi/labs/together-ai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/019836dc-829f-4901-bb94-6a2ab72a9461","signal_json":"https://onlylabs.fyi/signals/019836dc-829f-4901-bb94-6a2ab72a9461/signal.json","source":"https://github.com/togethercomputer/together-kubelogin/releases/tag/v0.1.0","lab_dossier":"https://onlylabs.fyi/labs/together-ai","lab_dossier_json":"https://onlylabs.fyi/labs/together-ai/dossier.json","analysis":"https://onlylabs.fyi/analysis/together-ai","analysis_json":"https://onlylabs.fyi/analysis/together-ai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/together-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":"Together AI published togethercomputer/together-kubelogin v0.1.0 (togethercomputer/together-kubelogin). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine tool release, low impact · v0.1.0 Repository: togethercomputer/together-kubelogin Tag: v0.1.0 Published: 2026-02-11T22:39:13Z Prerelease: no Release notes: <!-- Release notes generated using.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/togethercomputer/together-kubelogin/releases/tag/v0.1.0","source_host":"github.com","occurred_at":"2026-02-11T22:39:13+00:00","first_seen_at":"2026-06-05T22:32:10.100906+00:00","date_source":"source","context":"togethercomputer/together-kubelogin"},"context_markers":[{"label":"Lab","value":"Together AI","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"togethercomputer/together-kubelogin","source":"source"},{"label":"Release","value":"v0.1.0","source":"source"},{"label":"Notability","value":"Routine tool 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/togethercomputer/together-kubelogin/releases/tag/v0.1.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:06:06.432031+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/019836dc-829f-4901-bb94-6a2ab72a9461/signal.json","dossier_json":"https://onlylabs.fyi/labs/together-ai/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/together-ai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/together-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/019836dc-829f-4901-bb94-6a2ab72a9461/signal.json","required":true},{"label":"source","url":"https://github.com/togethercomputer/together-kubelogin/releases/tag/v0.1.0","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/together-ai/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/together-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 Together AI's release signal \"togethercomputer/together-kubelogin v0.1.0\" for neocloud strategy."},"semantic_triples":[{"subject":"Together AI","predicate":"released","object":"togethercomputer/together-kubelogin v0.1.0","text":"Together AI released togethercomputer/together-kubelogin v0.1.0."},{"subject":"togethercomputer/together-kubelogin v0.1.0","predicate":"is classified as","object":"release signal","text":"togethercomputer/together-kubelogin v0.1.0 is classified as release signal."},{"subject":"togethercomputer/together-kubelogin v0.1.0","predicate":"belongs to","object":"releases desk","text":"togethercomputer/together-kubelogin v0.1.0 belongs to releases desk."},{"subject":"togethercomputer/together-kubelogin v0.1.0","predicate":"has context","object":"togethercomputer/together-kubelogin","text":"togethercomputer/together-kubelogin v0.1.0 has context togethercomputer/together-kubelogin."},{"subject":"togethercomputer/together-kubelogin v0.1.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"togethercomputer/together-kubelogin v0.1.0 has evidence coverage 1 captured evidence page."},{"subject":"togethercomputer/together-kubelogin v0.1.0","predicate":"has captured page count","object":"1","text":"togethercomputer/together-kubelogin v0.1.0 has captured page count 1."},{"subject":"togethercomputer/together-kubelogin v0.1.0","predicate":"has readable page count","object":"1","text":"togethercomputer/together-kubelogin v0.1.0 has readable page count 1."},{"subject":"togethercomputer/together-kubelogin v0.1.0","predicate":"has related signal count","object":"6","text":"togethercomputer/together-kubelogin v0.1.0 has related signal count 6."},{"subject":"togethercomputer/together-kubelogin v0.1.0","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":"togethercomputer/together-kubelogin v0.1.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"togethercomputer/together-kubelogin v0.1.0","predicate":"has source host","object":"github.com","text":"togethercomputer/together-kubelogin v0.1.0 has source host github.com."},{"subject":"togethercomputer/together-kubelogin v0.1.0","predicate":"has lab","object":"Together AI","text":"togethercomputer/together-kubelogin v0.1.0 has lab Together AI."},{"subject":"togethercomputer/together-kubelogin v0.1.0","predicate":"has signal desk","object":"releases","text":"togethercomputer/together-kubelogin v0.1.0 has signal desk releases."},{"subject":"togethercomputer/together-kubelogin v0.1.0","predicate":"has source host","object":"github.com","text":"togethercomputer/together-kubelogin v0.1.0 has source host github.com."},{"subject":"togethercomputer/together-kubelogin v0.1.0","predicate":"has repository","object":"togethercomputer/together-kubelogin","text":"togethercomputer/together-kubelogin v0.1.0 has repository togethercomputer/together-kubelogin."},{"subject":"togethercomputer/together-kubelogin v0.1.0","predicate":"has release","object":"v0.1.0","text":"togethercomputer/together-kubelogin v0.1.0 has release v0.1.0."},{"subject":"togethercomputer/together-kubelogin v0.1.0","predicate":"has notability","object":"Routine tool release, low impact","text":"togethercomputer/together-kubelogin v0.1.0 has notability Routine tool release, low impact."}]},"intelligence":{"signal_desk":"releases","answer":"Together AI published togethercomputer/together-kubelogin v0.1.0 (togethercomputer/together-kubelogin). 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High-signal details: Routine tool release, low impact · v0.1.0 Repository: togethercomputer/together-kubelogin Tag: v0.1.0 Published: 2026-02-11T22:39:13Z Prerelease: no Release notes: <!-- Release notes generated using.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Together AI","predicate":"released","object":"togethercomputer/together-kubelogin v0.1.0","text":"Together AI released togethercomputer/together-kubelogin v0.1.0."},{"subject":"togethercomputer/together-kubelogin v0.1.0","predicate":"is classified as","object":"release signal","text":"togethercomputer/together-kubelogin v0.1.0 is classified as release signal."},{"subject":"togethercomputer/together-kubelogin v0.1.0","predicate":"belongs to","object":"releases desk","text":"togethercomputer/together-kubelogin v0.1.0 belongs to releases desk."},{"subject":"togethercomputer/together-kubelogin v0.1.0","predicate":"has context","object":"togethercomputer/together-kubelogin","text":"togethercomputer/together-kubelogin v0.1.0 has context togethercomputer/together-kubelogin."},{"subject":"togethercomputer/together-kubelogin v0.1.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"togethercomputer/together-kubelogin v0.1.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"019836dc-829f-4901-bb94-6a2ab72a9461","url":"https://onlylabs.fyi/signals/019836dc-829f-4901-bb94-6a2ab72a9461","json_url":"https://onlylabs.fyi/signals/019836dc-829f-4901-bb94-6a2ab72a9461/signal.json","source_url":"https://github.com/togethercomputer/together-kubelogin/releases/tag/v0.1.0","title":"togethercomputer/together-kubelogin v0.1.0","summary":"Together AI published release notes. onlylabs watches releases for what actually shipped.","context":"togethercomputer/together-kubelogin","kind":{"key":"release","label":"Release"},"org":{"slug":"together-ai","name":"Together 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