{"schema_version":"onlylabs.public_signal.v1","title":"Databricks (DBRX) Release: databricks/appkit lakebase-v0.3.0","description":"Databricks (DBRX) release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/5c6d8ade-f8e8-4efd-b7ba-caa3e41154fa","json_url":"https://onlylabs.fyi/signals/5c6d8ade-f8e8-4efd-b7ba-caa3e41154fa/signal.json","generated_at":"2026-06-27T01:33:34.812Z","evidence_latest_fetched_at":null,"signal_first_seen_at":"2026-06-26T23:49:53.019332+00:00","org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/databricks","dossier_json_url":"https://onlylabs.fyi/labs/databricks/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/5c6d8ade-f8e8-4efd-b7ba-caa3e41154fa","signal_json":"https://onlylabs.fyi/signals/5c6d8ade-f8e8-4efd-b7ba-caa3e41154fa/signal.json","source":"https://github.com/databricks/appkit/releases/tag/lakebase-v0.3.0","lab_dossier":"https://onlylabs.fyi/labs/databricks","lab_dossier_json":"https://onlylabs.fyi/labs/databricks/dossier.json","analysis":"https://onlylabs.fyi/analysis/databricks","analysis_json":"https://onlylabs.fyi/analysis/databricks/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/databricks/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":"Databricks (DBRX) published databricks/appkit lakebase-v0.3.0 (databricks/appkit). 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/databricks/appkit/releases/tag/lakebase-v0.3.0","source_host":"github.com","occurred_at":"2026-04-30T12:55:44+00:00","first_seen_at":"2026-06-26T23:49:53.019332+00:00","date_source":"source","context":"databricks/appkit"},"context_markers":[{"label":"Lab","value":"Databricks (DBRX)","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"databricks/appkit","source":"source"},{"label":"Release","value":"@databricks/lakebase v0.3.0","source":"source"}],"evidence_coverage":{"target_pages":1,"captured_pages":0,"readable_pages":0,"capture_methods":[],"missing_page_urls":["https://github.com/databricks/appkit/releases/tag/lakebase-v0.3.0"],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/databricks/appkit/releases/tag/lakebase-v0.3.0"],"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/5c6d8ade-f8e8-4efd-b7ba-caa3e41154fa/signal.json","dossier_json":"https://onlylabs.fyi/labs/databricks/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/databricks/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/databricks/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/5c6d8ade-f8e8-4efd-b7ba-caa3e41154fa/signal.json","required":true},{"label":"source","url":"https://github.com/databricks/appkit/releases/tag/lakebase-v0.3.0","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/databricks/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/databricks/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 Databricks (DBRX)'s release signal \"databricks/appkit lakebase-v0.3.0\" for neocloud strategy."},"semantic_triples":[{"subject":"Databricks (DBRX)","predicate":"released","object":"databricks/appkit lakebase-v0.3.0","text":"Databricks (DBRX) released databricks/appkit lakebase-v0.3.0."},{"subject":"databricks/appkit lakebase-v0.3.0","predicate":"is classified as","object":"release signal","text":"databricks/appkit lakebase-v0.3.0 is classified as release signal."},{"subject":"databricks/appkit lakebase-v0.3.0","predicate":"belongs to","object":"releases desk","text":"databricks/appkit lakebase-v0.3.0 belongs to releases desk."},{"subject":"databricks/appkit lakebase-v0.3.0","predicate":"has context","object":"databricks/appkit","text":"databricks/appkit lakebase-v0.3.0 has context databricks/appkit."},{"subject":"databricks/appkit lakebase-v0.3.0","predicate":"has evidence coverage","object":"0 captured evidence pages","text":"databricks/appkit lakebase-v0.3.0 has evidence coverage 0 captured evidence pages."},{"subject":"databricks/appkit lakebase-v0.3.0","predicate":"has captured page count","object":"0","text":"databricks/appkit lakebase-v0.3.0 has captured page count 0."},{"subject":"databricks/appkit lakebase-v0.3.0","predicate":"has readable page count","object":"0","text":"databricks/appkit lakebase-v0.3.0 has readable page count 0."},{"subject":"databricks/appkit lakebase-v0.3.0","predicate":"has related signal count","object":"6","text":"databricks/appkit lakebase-v0.3.0 has related signal count 6."},{"subject":"databricks/appkit lakebase-v0.3.0","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":"databricks/appkit lakebase-v0.3.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"databricks/appkit lakebase-v0.3.0","predicate":"has source host","object":"github.com","text":"databricks/appkit lakebase-v0.3.0 has source host github.com."},{"subject":"databricks/appkit lakebase-v0.3.0","predicate":"has lab","object":"Databricks (DBRX)","text":"databricks/appkit lakebase-v0.3.0 has lab Databricks (DBRX)."},{"subject":"databricks/appkit lakebase-v0.3.0","predicate":"has signal desk","object":"releases","text":"databricks/appkit lakebase-v0.3.0 has signal desk releases."},{"subject":"databricks/appkit lakebase-v0.3.0","predicate":"has source host","object":"github.com","text":"databricks/appkit lakebase-v0.3.0 has source host github.com."},{"subject":"databricks/appkit lakebase-v0.3.0","predicate":"has repository","object":"databricks/appkit","text":"databricks/appkit lakebase-v0.3.0 has repository databricks/appkit."},{"subject":"databricks/appkit lakebase-v0.3.0","predicate":"has release","object":"@databricks/lakebase v0.3.0","text":"databricks/appkit lakebase-v0.3.0 has release @databricks/lakebase v0.3.0."}]},"intelligence":{"signal_desk":"releases","answer":"Databricks (DBRX) published databricks/appkit lakebase-v0.3.0 (databricks/appkit). 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":"Databricks (DBRX)","predicate":"released","object":"databricks/appkit lakebase-v0.3.0","text":"Databricks (DBRX) released databricks/appkit lakebase-v0.3.0."},{"subject":"databricks/appkit lakebase-v0.3.0","predicate":"is classified as","object":"release signal","text":"databricks/appkit lakebase-v0.3.0 is classified as release signal."},{"subject":"databricks/appkit lakebase-v0.3.0","predicate":"belongs to","object":"releases desk","text":"databricks/appkit lakebase-v0.3.0 belongs to releases desk."},{"subject":"databricks/appkit lakebase-v0.3.0","predicate":"has context","object":"databricks/appkit","text":"databricks/appkit lakebase-v0.3.0 has context databricks/appkit."},{"subject":"databricks/appkit lakebase-v0.3.0","predicate":"has evidence coverage","object":"0 captured evidence 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