{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Release: microsoft/vstest v18.5.0","description":"Microsoft release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/3f382483-2580-4342-abf9-582b3c662d5c","json_url":"https://onlylabs.fyi/signals/3f382483-2580-4342-abf9-582b3c662d5c/signal.json","generated_at":"2026-06-11T03:43:35.348796+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/3f382483-2580-4342-abf9-582b3c662d5c","signal_json":"https://onlylabs.fyi/signals/3f382483-2580-4342-abf9-582b3c662d5c/signal.json","source":"https://github.com/microsoft/vstest/releases/tag/v18.5.0","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/vstest v18.5.0 (microsoft/vstest). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine tool release, not AI notable · v18.5.0 Repository: microsoft/vstest Tag: v18.5.0 Published: 2026-04-22T09:57:14Z Prerelease: no Release notes: ⚠️ Unlisted on Nuget, because of #15718 What's Changed *.... 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/vstest/releases/tag/v18.5.0","source_host":"github.com","occurred_at":"2026-04-22T09:57:14+00:00","first_seen_at":"2026-06-06T01:49:41.740219+00:00","date_source":"source","context":"microsoft/vstest"},"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/vstest","source":"source"},{"label":"Release","value":"v18.5.0","source":"source"},{"label":"Notability","value":"Routine tool release, not AI notable","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/microsoft/vstest/releases/tag/v18.5.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:43:35.348796+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/3f382483-2580-4342-abf9-582b3c662d5c/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 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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/3f382483-2580-4342-abf9-582b3c662d5c/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/vstest/releases/tag/v18.5.0","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/vstest v18.5.0\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/vstest v18.5.0","text":"Microsoft released microsoft/vstest v18.5.0."},{"subject":"microsoft/vstest v18.5.0","predicate":"is classified as","object":"release signal","text":"microsoft/vstest v18.5.0 is classified as release signal."},{"subject":"microsoft/vstest v18.5.0","predicate":"belongs to","object":"releases desk","text":"microsoft/vstest v18.5.0 belongs to releases desk."},{"subject":"microsoft/vstest v18.5.0","predicate":"has context","object":"microsoft/vstest","text":"microsoft/vstest v18.5.0 has context microsoft/vstest."},{"subject":"microsoft/vstest v18.5.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/vstest v18.5.0 has evidence coverage 1 captured evidence page."},{"subject":"microsoft/vstest v18.5.0","predicate":"has captured page count","object":"1","text":"microsoft/vstest v18.5.0 has captured page count 1."},{"subject":"microsoft/vstest v18.5.0","predicate":"has readable page count","object":"1","text":"microsoft/vstest v18.5.0 has readable page count 1."},{"subject":"microsoft/vstest v18.5.0","predicate":"has related signal count","object":"6","text":"microsoft/vstest v18.5.0 has related signal count 6."},{"subject":"microsoft/vstest v18.5.0","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":"microsoft/vstest v18.5.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"microsoft/vstest v18.5.0","predicate":"has source host","object":"github.com","text":"microsoft/vstest v18.5.0 has source host github.com."},{"subject":"microsoft/vstest v18.5.0","predicate":"has lab","object":"Microsoft","text":"microsoft/vstest v18.5.0 has lab Microsoft."},{"subject":"microsoft/vstest v18.5.0","predicate":"has signal desk","object":"releases","text":"microsoft/vstest v18.5.0 has signal desk releases."},{"subject":"microsoft/vstest v18.5.0","predicate":"has source host","object":"github.com","text":"microsoft/vstest v18.5.0 has source host github.com."},{"subject":"microsoft/vstest v18.5.0","predicate":"has repository","object":"microsoft/vstest","text":"microsoft/vstest v18.5.0 has repository microsoft/vstest."},{"subject":"microsoft/vstest v18.5.0","predicate":"has release","object":"v18.5.0","text":"microsoft/vstest v18.5.0 has release v18.5.0."},{"subject":"microsoft/vstest v18.5.0","predicate":"has notability","object":"Routine tool release, not AI notable","text":"microsoft/vstest v18.5.0 has notability Routine tool release, not AI notable."}]},"intelligence":{"signal_desk":"releases","answer":"Microsoft published microsoft/vstest v18.5.0 (microsoft/vstest). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine tool release, not AI notable · v18.5.0 Repository: microsoft/vstest Tag: v18.5.0 Published: 2026-04-22T09:57:14Z Prerelease: no Release notes: ⚠️ Unlisted on Nuget, because of #15718 What's Changed *.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/vstest v18.5.0","text":"Microsoft released microsoft/vstest v18.5.0."},{"subject":"microsoft/vstest v18.5.0","predicate":"is classified as","object":"release signal","text":"microsoft/vstest v18.5.0 is classified as release signal."},{"subject":"microsoft/vstest v18.5.0","predicate":"belongs to","object":"releases desk","text":"microsoft/vstest v18.5.0 belongs to releases desk."},{"subject":"microsoft/vstest v18.5.0","predicate":"has context","object":"microsoft/vstest","text":"microsoft/vstest v18.5.0 has context microsoft/vstest."},{"subject":"microsoft/vstest v18.5.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/vstest v18.5.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"3f382483-2580-4342-abf9-582b3c662d5c","url":"https://onlylabs.fyi/signals/3f382483-2580-4342-abf9-582b3c662d5c","json_url":"https://onlylabs.fyi/signals/3f382483-2580-4342-abf9-582b3c662d5c/signal.json","source_url":"https://github.com/microsoft/vstest/releases/tag/v18.5.0","title":"microsoft/vstest v18.5.0","summary":"Microsoft published release notes. onlylabs watches releases for what actually 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