{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Release: microsoft/fabric-stateful-streaming-lakehouse v0.1.1","description":"Microsoft release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/71ae469c-8e5e-44ed-8bc5-79e2a159af2a","json_url":"https://onlylabs.fyi/signals/71ae469c-8e5e-44ed-8bc5-79e2a159af2a/signal.json","generated_at":"2026-07-30T17:55:45.701Z","evidence_latest_fetched_at":"2026-07-30T07:02:29.514942+00:00","signal_first_seen_at":"2026-07-30T07:00:44.106233+00:00","org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/microsoft","dossier_json_url":"https://onlylabs.fyi/labs/microsoft/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/71ae469c-8e5e-44ed-8bc5-79e2a159af2a","signal_json":"https://onlylabs.fyi/signals/71ae469c-8e5e-44ed-8bc5-79e2a159af2a/signal.json","source":"https://github.com/microsoft/fabric-stateful-streaming-lakehouse/releases/tag/v0.1.1","lab_dossier":"https://onlylabs.fyi/labs/microsoft","lab_dossier_json":"https://onlylabs.fyi/labs/microsoft/dossier.json","analysis":"https://onlylabs.fyi/analysis/microsoft","analysis_json":"https://onlylabs.fyi/analysis/microsoft/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/microsoft/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":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","data_business":null},"answer_pack":{"answer":"Microsoft published microsoft/fabric-stateful-streaming-lakehouse v0.1.1 (microsoft/fabric-stateful-streaming-lakehouse). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: v0.1.1 Repository: microsoft/fabric-stateful-streaming-lakehouse Tag: v0.1.1 Published: 2026-07-30T04:39:44Z Prerelease: no Release notes: What's Changed * Cap sjd run.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/microsoft/fabric-stateful-streaming-lakehouse/releases/tag/v0.1.1","source_host":"github.com","occurred_at":"2026-07-30T04:39:44+00:00","first_seen_at":"2026-07-30T07:00:44.106233+00:00","date_source":"source","context":"microsoft/fabric-stateful-streaming-lakehouse"},"context_markers":[{"label":"Lab","value":"Microsoft","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"microsoft/fabric-stateful-streaming-lakehouse","source":"source"},{"label":"Release","value":"v0.1.1","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/microsoft/fabric-stateful-streaming-lakehouse/releases/tag/v0.1.1"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-07-30T07:02:29.514942+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/71ae469c-8e5e-44ed-8bc5-79e2a159af2a/signal.json","dossier_json":"https://onlylabs.fyi/labs/microsoft/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/microsoft/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/microsoft/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","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","data_business_lane","evidence_url"],"data_business_relevance":"Release signals show the hard edge of lab execution and help connect data-business opportunities to concrete model, repo, and deployment changes.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/71ae469c-8e5e-44ed-8bc5-79e2a159af2a/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/fabric-stateful-streaming-lakehouse/releases/tag/v0.1.1","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/microsoft/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/microsoft/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/releases/signals.json","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 Microsoft's release signal \"microsoft/fabric-stateful-streaming-lakehouse v0.1.1\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/fabric-stateful-streaming-lakehouse v0.1.1","text":"Microsoft released microsoft/fabric-stateful-streaming-lakehouse v0.1.1."},{"subject":"microsoft/fabric-stateful-streaming-lakehouse v0.1.1","predicate":"is classified as","object":"release signal","text":"microsoft/fabric-stateful-streaming-lakehouse v0.1.1 is classified as release signal."},{"subject":"microsoft/fabric-stateful-streaming-lakehouse v0.1.1","predicate":"belongs to","object":"releases desk","text":"microsoft/fabric-stateful-streaming-lakehouse v0.1.1 belongs to releases desk."},{"subject":"microsoft/fabric-stateful-streaming-lakehouse v0.1.1","predicate":"has context","object":"microsoft/fabric-stateful-streaming-lakehouse","text":"microsoft/fabric-stateful-streaming-lakehouse v0.1.1 has context microsoft/fabric-stateful-streaming-lakehouse."},{"subject":"microsoft/fabric-stateful-streaming-lakehouse v0.1.1","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/fabric-stateful-streaming-lakehouse v0.1.1 has evidence coverage 1 captured evidence page."},{"subject":"microsoft/fabric-stateful-streaming-lakehouse v0.1.1","predicate":"has captured page count","object":"1","text":"microsoft/fabric-stateful-streaming-lakehouse v0.1.1 has captured page count 1."},{"subject":"microsoft/fabric-stateful-streaming-lakehouse v0.1.1","predicate":"has readable page count","object":"1","text":"microsoft/fabric-stateful-streaming-lakehouse v0.1.1 has readable page count 1."},{"subject":"microsoft/fabric-stateful-streaming-lakehouse v0.1.1","predicate":"has related signal count","object":"6","text":"microsoft/fabric-stateful-streaming-lakehouse v0.1.1 has related signal count 6."},{"subject":"microsoft/fabric-stateful-streaming-lakehouse v0.1.1","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":"microsoft/fabric-stateful-streaming-lakehouse v0.1.1 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"microsoft/fabric-stateful-streaming-lakehouse v0.1.1","predicate":"has source host","object":"github.com","text":"microsoft/fabric-stateful-streaming-lakehouse v0.1.1 has source host github.com."},{"subject":"microsoft/fabric-stateful-streaming-lakehouse v0.1.1","predicate":"has lab","object":"Microsoft","text":"microsoft/fabric-stateful-streaming-lakehouse v0.1.1 has lab Microsoft."},{"subject":"microsoft/fabric-stateful-streaming-lakehouse v0.1.1","predicate":"has signal desk","object":"releases","text":"microsoft/fabric-stateful-streaming-lakehouse v0.1.1 has signal desk releases."},{"subject":"microsoft/fabric-stateful-streaming-lakehouse v0.1.1","predicate":"has source host","object":"github.com","text":"microsoft/fabric-stateful-streaming-lakehouse v0.1.1 has source host github.com."},{"subject":"microsoft/fabric-stateful-streaming-lakehouse v0.1.1","predicate":"has repository","object":"microsoft/fabric-stateful-streaming-lakehouse","text":"microsoft/fabric-stateful-streaming-lakehouse v0.1.1 has repository microsoft/fabric-stateful-streaming-lakehouse."},{"subject":"microsoft/fabric-stateful-streaming-lakehouse v0.1.1","predicate":"has release","object":"v0.1.1","text":"microsoft/fabric-stateful-streaming-lakehouse v0.1.1 has release v0.1.1."}]},"intelligence":{"signal_desk":"releases","answer":"Microsoft published microsoft/fabric-stateful-streaming-lakehouse v0.1.1 (microsoft/fabric-stateful-streaming-lakehouse). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: v0.1.1 Repository: microsoft/fabric-stateful-streaming-lakehouse Tag: v0.1.1 Published: 2026-07-30T04:39:44Z Prerelease: no Release notes: What's Changed * Cap sjd run.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/fabric-stateful-streaming-lakehouse v0.1.1","text":"Microsoft released microsoft/fabric-stateful-streaming-lakehouse v0.1.1."},{"subject":"microsoft/fabric-stateful-streaming-lakehouse v0.1.1","predicate":"is classified as","object":"release signal","text":"microsoft/fabric-stateful-streaming-lakehouse v0.1.1 is classified as release signal."},{"subject":"microsoft/fabric-stateful-streaming-lakehouse v0.1.1","predicate":"belongs to","object":"releases desk","text":"microsoft/fabric-stateful-streaming-lakehouse v0.1.1 belongs to releases desk."},{"subject":"microsoft/fabric-stateful-streaming-lakehouse v0.1.1","predicate":"has context","object":"microsoft/fabric-stateful-streaming-lakehouse","text":"microsoft/fabric-stateful-streaming-lakehouse v0.1.1 has context microsoft/fabric-stateful-streaming-lakehouse."},{"subject":"microsoft/fabric-stateful-streaming-lakehouse v0.1.1","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/fabric-stateful-streaming-lakehouse v0.1.1 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"71ae469c-8e5e-44ed-8bc5-79e2a159af2a","url":"https://onlylabs.fyi/signals/71ae469c-8e5e-44ed-8bc5-79e2a159af2a","json_url":"https://onlylabs.fyi/signals/71ae469c-8e5e-44ed-8bc5-79e2a159af2a/signal.json","source_url":"https://github.com/microsoft/fabric-stateful-streaming-lakehouse/releases/tag/v0.1.1","title":"microsoft/fabric-stateful-streaming-lakehouse v0.1.1","summary":"Microsoft published release notes. onlylabs watches releases for what actually shipped.","context":"microsoft/fabric-stateful-streaming-lakehouse","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-07-30T04:39:44+00:00","first_seen_at":"2026-07-30T07:00:44.106233+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/microsoft/fabric-stateful-streaming-lakehouse/releases/tag/v0.1.1"]},"facets":{"repo":"microsoft/fabric-stateful-streaming-lakehouse"},"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":{"is_primary":true,"source_match":true,"url":"https://github.com/microsoft/fabric-stateful-streaming-lakehouse/releases/tag/v0.1.1","final_url":"https://github.com/microsoft/fabric-stateful-streaming-lakehouse/releases/tag/v0.1.1","title":"microsoft/fabric-stateful-streaming-lakehouse v0.1.1","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-07-30T07:02:29.514942+00:00","bytes":2613,"raw_path":"84b29f101b78639a09cea5f7de8ee7920c8a6f8cf444a8aa5147ba3b02c5b52a.json","content_hash":"3ca73d6e09263b319f94a0be544b139ed58582945b66213a75912540b9f0e29d","excerpt_chars":1200,"truncated":false,"excerpt":"v0.1.1 Repository: microsoft/fabric-stateful-streaming-lakehouse Tag: v0.1.1 Published: 2026-07-30T04:39:44Z Prerelease: no Release notes: What's Changed * Cap sjd run duration by @mwc360 in https://github.com/microsoft/fabric-stateful-streaming-lakehouse/pull/5 **Full Changelog**: https://github.com/microsoft/fabric-stateful-streaming-lakehouse/compare/v0.1.0...v0.1.1"},"evidence_pages":[],"related_signals":[{"id":"e51cdc05-3c66-4675-a039-cc57fc111928","url":"https://onlylabs.fyi/signals/e51cdc05-3c66-4675-a039-cc57fc111928","source_url":"https://github.com/microsoft/PyRIT/releases/tag/v1.0.1","title":"microsoft/PyRIT v1.0.1","context":"microsoft/PyRIT","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-07-30T05:11:54+00:00","first_seen_at":"2026-07-30T07:00:44.106233+00:00","date_source":"source"},{"id":"f5eca7ab-0c46-44ed-9ddf-29d34f1bc4cb","url":"https://onlylabs.fyi/signals/f5eca7ab-0c46-44ed-9ddf-29d34f1bc4cb","source_url":"https://github.com/microsoft/fabric-jumpstart/releases/tag/v0.1.11","title":"microsoft/fabric-jumpstart v0.1.11","context":"microsoft/fabric-jumpstart","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-07-30T04:44:28+00:00","first_seen_at":"2026-07-30T07:00:44.106233+00:00","date_source":"source"},{"id":"4122e18c-1657-4739-bcfc-d90a4823f48e","url":"https://onlylabs.fyi/signals/4122e18c-1657-4739-bcfc-d90a4823f48e","source_url":"https://github.com/microsoft/ActiveDirectoryTierModel/releases/tag/v1.2.1","title":"microsoft/ActiveDirectoryTierModel v1.2.1","context":"microsoft/ActiveDirectoryTierModel","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-07-30T04:22:51+00:00","first_seen_at":"2026-07-30T07:00:44.106233+00:00","date_source":"source"},{"id":"19e3aabb-e300-4e77-8380-8ab5ad50fb0b","url":"https://onlylabs.fyi/signals/19e3aabb-e300-4e77-8380-8ab5ad50fb0b","source_url":"https://github.com/microsoft/oxidizer/releases/tag/internity-v0.1.0","title":"microsoft/oxidizer internity-v0.1.0","context":"microsoft/oxidizer","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-07-30T02:39:34+00:00","first_seen_at":"2026-07-30T07:00:44.106233+00:00","date_source":"source"},{"id":"5f3ea9a2-8b42-4000-9e44-2a7a985f8c86","url":"https://onlylabs.fyi/signals/5f3ea9a2-8b42-4000-9e44-2a7a985f8c86","source_url":"https://github.com/microsoft/oxidizer/releases/tag/internity_macros_impl-v0.1.0","title":"microsoft/oxidizer internity_macros_impl-v0.1.0","context":"microsoft/oxidizer","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-07-30T02:39:25+00:00","first_seen_at":"2026-07-30T07:00:44.106233+00:00","date_source":"source"},{"id":"7b85113b-d3ac-495e-af15-bde6a3048636","url":"https://onlylabs.fyi/signals/7b85113b-d3ac-495e-af15-bde6a3048636","source_url":"https://github.com/microsoft/oxidizer/releases/tag/internity_macros-v0.1.0","title":"microsoft/oxidizer internity_macros-v0.1.0","context":"microsoft/oxidizer","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-07-30T02:39:22+00:00","first_seen_at":"2026-07-30T07:00:44.106233+00:00","date_source":"source"}]}