{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Release: microsoft/integrity-vhd dev-platform-support","description":"Microsoft release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/48bc2db0-c0bd-4050-b43f-0e829428e929","json_url":"https://onlylabs.fyi/signals/48bc2db0-c0bd-4050-b43f-0e829428e929/signal.json","generated_at":"2026-06-27T04:54:22.723Z","evidence_latest_fetched_at":null,"signal_first_seen_at":"2026-06-26T23:54:35.511753+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/48bc2db0-c0bd-4050-b43f-0e829428e929","signal_json":"https://onlylabs.fyi/signals/48bc2db0-c0bd-4050-b43f-0e829428e929/signal.json","source":"https://github.com/microsoft/integrity-vhd/releases/tag/dev-platform-support","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":{"radar":"https://onlylabs.fyi/data-radar","radar_json":"https://onlylabs.fyi/data-radar.json","opportunities":"https://onlylabs.fyi/opportunities","opportunities_json":"https://onlylabs.fyi/opportunities.json","lanes":[{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure","json_url":"https://onlylabs.fyi/data-radar/infrastructure/signals.json"},{"key":"product","label":"Product and customer","url":"https://onlylabs.fyi/data-radar/product","json_url":"https://onlylabs.fyi/data-radar/product/signals.json"}]}},"answer_pack":{"answer":"Microsoft published microsoft/integrity-vhd dev-platform-support (microsoft/integrity-vhd). 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. It also maps to Infrastructure, Product and customer in the data-business radar.","signal_desk":"releases","source_context":{"source_url":"https://github.com/microsoft/integrity-vhd/releases/tag/dev-platform-support","source_host":"github.com","occurred_at":"2025-10-15T15:31:51+00:00","first_seen_at":"2026-06-26T23:54:35.511753+00:00","date_source":"source","context":"microsoft/integrity-vhd"},"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/integrity-vhd","source":"source"},{"label":"Release","value":"dev-platform-support","source":"source"},{"label":"Radar lane","value":"Infrastructure","source":"radar"},{"label":"Radar lane","value":"Product and customer","source":"radar"},{"label":"Matched term","value":"platform","source":"radar"},{"label":"Matched term","value":"support","source":"radar"},{"label":"Watch term","value":"Infrastructure","source":"evidence"}],"evidence_coverage":{"target_pages":1,"captured_pages":0,"readable_pages":0,"capture_methods":[],"missing_page_urls":["https://github.com/microsoft/integrity-vhd/releases/tag/dev-platform-support"],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/microsoft/integrity-vhd/releases/tag/dev-platform-support"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":null},"data_business":{"matches":true,"lanes":[{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure","json_url":"https://onlylabs.fyi/data-radar/infrastructure/signals.json"},{"key":"product","label":"Product and customer","url":"https://onlylabs.fyi/data-radar/product","json_url":"https://onlylabs.fyi/data-radar/product/signals.json"}],"matched_terms":["platform","support"],"score":25,"reason":"Microsoft has a release signal matching infrastructure, product and customer."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/48bc2db0-c0bd-4050-b43f-0e829428e929/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":"https://onlylabs.fyi/data-radar.json","opportunities_json":"https://onlylabs.fyi/opportunities.json"},"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?","Which data-business lane explains this signal: Infrastructure, Product and customer?","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/48bc2db0-c0bd-4050-b43f-0e829428e929/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/integrity-vhd/releases/tag/dev-platform-support","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":false},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/releases/signals.json","required":false},{"label":"data_radar_json","url":"https://onlylabs.fyi/data-radar.json","required":true}],"expected_output":["one-paragraph source-grounded interpretation","data-business 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/integrity-vhd dev-platform-support\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/integrity-vhd dev-platform-support","text":"Microsoft released microsoft/integrity-vhd dev-platform-support."},{"subject":"microsoft/integrity-vhd dev-platform-support","predicate":"is classified as","object":"release signal","text":"microsoft/integrity-vhd dev-platform-support is classified as release signal."},{"subject":"microsoft/integrity-vhd dev-platform-support","predicate":"belongs to","object":"releases desk","text":"microsoft/integrity-vhd dev-platform-support belongs to releases desk."},{"subject":"microsoft/integrity-vhd dev-platform-support","predicate":"has context","object":"microsoft/integrity-vhd","text":"microsoft/integrity-vhd dev-platform-support has context microsoft/integrity-vhd."},{"subject":"microsoft/integrity-vhd dev-platform-support","predicate":"has evidence coverage","object":"0 captured evidence pages","text":"microsoft/integrity-vhd dev-platform-support has evidence coverage 0 captured evidence pages."},{"subject":"microsoft/integrity-vhd dev-platform-support","predicate":"matches data-business lanes","object":"Infrastructure, Product and customer","text":"microsoft/integrity-vhd dev-platform-support matches data-business lanes Infrastructure, Product and customer."},{"subject":"microsoft/integrity-vhd dev-platform-support","predicate":"has captured page count","object":"0","text":"microsoft/integrity-vhd dev-platform-support has captured page count 0."},{"subject":"microsoft/integrity-vhd dev-platform-support","predicate":"has readable page count","object":"0","text":"microsoft/integrity-vhd dev-platform-support has readable page count 0."},{"subject":"microsoft/integrity-vhd dev-platform-support","predicate":"has related signal count","object":"6","text":"microsoft/integrity-vhd dev-platform-support has related signal count 6."},{"subject":"microsoft/integrity-vhd dev-platform-support","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/integrity-vhd dev-platform-support has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"microsoft/integrity-vhd dev-platform-support","predicate":"has source host","object":"github.com","text":"microsoft/integrity-vhd dev-platform-support has source host github.com."},{"subject":"microsoft/integrity-vhd dev-platform-support","predicate":"has lab","object":"Microsoft","text":"microsoft/integrity-vhd dev-platform-support has lab Microsoft."},{"subject":"microsoft/integrity-vhd dev-platform-support","predicate":"has signal desk","object":"releases","text":"microsoft/integrity-vhd dev-platform-support has signal desk releases."},{"subject":"microsoft/integrity-vhd dev-platform-support","predicate":"has source host","object":"github.com","text":"microsoft/integrity-vhd dev-platform-support has source host github.com."},{"subject":"microsoft/integrity-vhd dev-platform-support","predicate":"has repository","object":"microsoft/integrity-vhd","text":"microsoft/integrity-vhd dev-platform-support has repository microsoft/integrity-vhd."},{"subject":"microsoft/integrity-vhd dev-platform-support","predicate":"has release","object":"dev-platform-support","text":"microsoft/integrity-vhd dev-platform-support has release dev-platform-support."},{"subject":"microsoft/integrity-vhd dev-platform-support","predicate":"has radar lane","object":"Infrastructure","text":"microsoft/integrity-vhd dev-platform-support has radar lane Infrastructure."},{"subject":"microsoft/integrity-vhd dev-platform-support","predicate":"has radar lane","object":"Product and customer","text":"microsoft/integrity-vhd dev-platform-support has radar lane Product and customer."},{"subject":"microsoft/integrity-vhd dev-platform-support","predicate":"has matched term","object":"platform","text":"microsoft/integrity-vhd dev-platform-support has matched term platform."}]},"intelligence":{"signal_desk":"releases","answer":"Microsoft published microsoft/integrity-vhd dev-platform-support (microsoft/integrity-vhd). 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. It also maps to Infrastructure, Product and customer in the data-business radar.","semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/integrity-vhd dev-platform-support","text":"Microsoft released microsoft/integrity-vhd dev-platform-support."},{"subject":"microsoft/integrity-vhd dev-platform-support","predicate":"is classified as","object":"release signal","text":"microsoft/integrity-vhd dev-platform-support is classified as release signal."},{"subject":"microsoft/integrity-vhd dev-platform-support","predicate":"belongs to","object":"releases desk","text":"microsoft/integrity-vhd dev-platform-support belongs to releases desk."},{"subject":"microsoft/integrity-vhd dev-platform-support","predicate":"has context","object":"microsoft/integrity-vhd","text":"microsoft/integrity-vhd dev-platform-support has context microsoft/integrity-vhd."},{"subject":"microsoft/integrity-vhd dev-platform-support","predicate":"has evidence coverage","object":"0 captured evidence pages","text":"microsoft/integrity-vhd dev-platform-support has evidence coverage 0 captured evidence pages."},{"subject":"microsoft/integrity-vhd dev-platform-support","predicate":"matches data-business lanes","object":"Infrastructure, Product and customer","text":"microsoft/integrity-vhd dev-platform-support matches data-business lanes Infrastructure, Product and customer."}]},"signal":{"id":"48bc2db0-c0bd-4050-b43f-0e829428e929","url":"https://onlylabs.fyi/signals/48bc2db0-c0bd-4050-b43f-0e829428e929","json_url":"https://onlylabs.fyi/signals/48bc2db0-c0bd-4050-b43f-0e829428e929/signal.json","source_url":"https://github.com/microsoft/integrity-vhd/releases/tag/dev-platform-support","title":"microsoft/integrity-vhd dev-platform-support","summary":"Microsoft published release notes. onlylabs watches releases for what actually shipped.","context":"microsoft/integrity-vhd","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2025-10-15T15:31:51+00:00","first_seen_at":"2026-06-26T23:54:35.511753+00:00","date_source":"source","evidence_coverage":{"target_pages":1,"captured_pages":0,"readable_pages":0,"capture_methods":[],"missing_page_urls":["https://github.com/microsoft/integrity-vhd/releases/tag/dev-platform-support"],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/microsoft/integrity-vhd/releases/tag/dev-platform-support"]},"facets":{"repo":"microsoft/integrity-vhd"},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure"},{"key":"product","label":"Product and 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