{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Release: microsoft/VirtualClient v1.16.40","description":"Microsoft release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/c3b784fc-f7e1-4316-b04c-6bf63890a4d2","json_url":"https://onlylabs.fyi/signals/c3b784fc-f7e1-4316-b04c-6bf63890a4d2/signal.json","generated_at":"2026-06-11T03:36:30.319897+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/c3b784fc-f7e1-4316-b04c-6bf63890a4d2","signal_json":"https://onlylabs.fyi/signals/c3b784fc-f7e1-4316-b04c-6bf63890a4d2/signal.json","source":"https://github.com/microsoft/VirtualClient/releases/tag/v1.16.40","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/VirtualClient v1.16.40 (microsoft/VirtualClient). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine tool release, minor version bump · v1.16.40 Repository: microsoft/VirtualClient Tag: v1.16.40 Published: 2025-03-28T18:30:10Z Prerelease: no Release notes: What's Changed * Fix linux rpm pipeline by.... 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/VirtualClient/releases/tag/v1.16.40","source_host":"github.com","occurred_at":"2025-03-28T18:30:10+00:00","first_seen_at":"2026-06-07T07:00:21.222898+00:00","date_source":"source","context":"microsoft/VirtualClient"},"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/VirtualClient","source":"source"},{"label":"Release","value":"v1.16.40","source":"source"},{"label":"Notability","value":"Routine tool release, minor version bump","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"}],"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/VirtualClient/releases/tag/v1.16.40"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:36:30.319897+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/c3b784fc-f7e1-4316-b04c-6bf63890a4d2/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/c3b784fc-f7e1-4316-b04c-6bf63890a4d2/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/VirtualClient/releases/tag/v1.16.40","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/VirtualClient v1.16.40\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/VirtualClient v1.16.40","text":"Microsoft released microsoft/VirtualClient v1.16.40."},{"subject":"microsoft/VirtualClient v1.16.40","predicate":"is classified as","object":"release signal","text":"microsoft/VirtualClient v1.16.40 is classified as release signal."},{"subject":"microsoft/VirtualClient v1.16.40","predicate":"belongs to","object":"releases desk","text":"microsoft/VirtualClient v1.16.40 belongs to releases desk."},{"subject":"microsoft/VirtualClient v1.16.40","predicate":"has context","object":"microsoft/VirtualClient","text":"microsoft/VirtualClient v1.16.40 has context microsoft/VirtualClient."},{"subject":"microsoft/VirtualClient v1.16.40","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/VirtualClient v1.16.40 has evidence coverage 1 captured evidence page."},{"subject":"microsoft/VirtualClient v1.16.40","predicate":"has captured page count","object":"1","text":"microsoft/VirtualClient v1.16.40 has captured page count 1."},{"subject":"microsoft/VirtualClient v1.16.40","predicate":"has readable page count","object":"1","text":"microsoft/VirtualClient v1.16.40 has readable page count 1."},{"subject":"microsoft/VirtualClient v1.16.40","predicate":"has related signal count","object":"6","text":"microsoft/VirtualClient v1.16.40 has related signal count 6."},{"subject":"microsoft/VirtualClient v1.16.40","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/VirtualClient v1.16.40 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"microsoft/VirtualClient v1.16.40","predicate":"has source host","object":"github.com","text":"microsoft/VirtualClient v1.16.40 has source host github.com."},{"subject":"microsoft/VirtualClient v1.16.40","predicate":"has lab","object":"Microsoft","text":"microsoft/VirtualClient v1.16.40 has lab Microsoft."},{"subject":"microsoft/VirtualClient v1.16.40","predicate":"has signal desk","object":"releases","text":"microsoft/VirtualClient v1.16.40 has signal desk releases."},{"subject":"microsoft/VirtualClient v1.16.40","predicate":"has source host","object":"github.com","text":"microsoft/VirtualClient v1.16.40 has source host github.com."},{"subject":"microsoft/VirtualClient v1.16.40","predicate":"has repository","object":"microsoft/VirtualClient","text":"microsoft/VirtualClient v1.16.40 has repository microsoft/VirtualClient."},{"subject":"microsoft/VirtualClient v1.16.40","predicate":"has release","object":"v1.16.40","text":"microsoft/VirtualClient v1.16.40 has release v1.16.40."},{"subject":"microsoft/VirtualClient v1.16.40","predicate":"has notability","object":"Routine tool release, minor version bump","text":"microsoft/VirtualClient v1.16.40 has notability Routine tool release, minor version bump."},{"subject":"microsoft/VirtualClient v1.16.40","predicate":"has watch term","object":"Eval methodology","text":"microsoft/VirtualClient v1.16.40 has watch term Eval methodology."},{"subject":"microsoft/VirtualClient v1.16.40","predicate":"has watch term","object":"Infrastructure","text":"microsoft/VirtualClient v1.16.40 has watch term Infrastructure."}]},"intelligence":{"signal_desk":"releases","answer":"Microsoft published microsoft/VirtualClient v1.16.40 (microsoft/VirtualClient). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine tool release, minor version bump · v1.16.40 Repository: microsoft/VirtualClient Tag: v1.16.40 Published: 2025-03-28T18:30:10Z Prerelease: no Release notes: What's Changed * Fix linux rpm pipeline by.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/VirtualClient v1.16.40","text":"Microsoft released microsoft/VirtualClient v1.16.40."},{"subject":"microsoft/VirtualClient v1.16.40","predicate":"is classified as","object":"release signal","text":"microsoft/VirtualClient v1.16.40 is classified as release signal."},{"subject":"microsoft/VirtualClient v1.16.40","predicate":"belongs to","object":"releases desk","text":"microsoft/VirtualClient v1.16.40 belongs to releases desk."},{"subject":"microsoft/VirtualClient v1.16.40","predicate":"has context","object":"microsoft/VirtualClient","text":"microsoft/VirtualClient v1.16.40 has context microsoft/VirtualClient."},{"subject":"microsoft/VirtualClient v1.16.40","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/VirtualClient v1.16.40 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"c3b784fc-f7e1-4316-b04c-6bf63890a4d2","url":"https://onlylabs.fyi/signals/c3b784fc-f7e1-4316-b04c-6bf63890a4d2","json_url":"https://onlylabs.fyi/signals/c3b784fc-f7e1-4316-b04c-6bf63890a4d2/signal.json","source_url":"https://github.com/microsoft/VirtualClient/releases/tag/v1.16.40","title":"microsoft/VirtualClient v1.16.40","summary":"Microsoft published release notes. onlylabs watches releases for what actually shipped.","context":"microsoft/VirtualClient","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2025-03-28T18:30:10+00:00","first_seen_at":"2026-06-07T07:00:21.222898+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/VirtualClient/releases/tag/v1.16.40"]},"facets":{"repo":"microsoft/VirtualClient"},"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":{"url":"https://github.com/microsoft/VirtualClient/releases/tag/v1.16.40","final_url":"https://github.com/microsoft/VirtualClient/releases/tag/v1.16.40","title":"microsoft/VirtualClient v1.16.40","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:36:30.319897+00:00","bytes":16106,"raw_path":"7085c243cee1c54ba3bbc350a35c27e47336850e84d553950e2ab459190436a9.json","content_hash":"c9112da6b232cbd69b70ec7a61e581900b00a38522822a46d9b3cc3c526174f6","excerpt_chars":1200,"truncated":true,"excerpt":"v1.16.40 Repository: microsoft/VirtualClient Tag: v1.16.40 Published: 2025-03-28T18:30:10Z Prerelease: no Release notes: What's Changed * Fix linux rpm pipeline by @yangpanMS in https://github.com/microsoft/VirtualClient/pull/330 * Bump version to v1.15 by @yangpanMS in https://github.com/microsoft/VirtualClient/pull/331 * Manage ASPBench Packages by @RakeshwarK in https://github.com/microsoft/VirtualClient/pull/327 * fixing DeathStarbench issue by @nmalkapuram in https://github.com/microsoft/VirtualClient/pull/332 * keeping temp disk in disk paths to test by @ericavella in https://github.com/microsoft/VirtualClient/pull/333 * Adding support for OPENFOAM ubuntu22.04 by @ShobhaKumari07 in https://github.com/microsoft/VirtualClient/pull/338 * sysbench support for postgres by @ericavella in https://github.com/microsoft/VirtualClient/pull/314 * mounting disks at shallow root path, optionally by @ericavella in https://github.com/microsoft/VirtualClient/pull/340 * Compiler Installation Ubuntu 24 fix by @RakeshwarK in https://github.com/microsoft/VirtualClient/pull/337 * Bump ws from 7.5.9 to 7.5.10 in /website by @dependabot in https://github.com/microsoft/VirtualClient/pull/336 *..."},"evidence_pages":[{"url":"https://github.com/microsoft/VirtualClient/releases/tag/v1.16.40","final_url":"https://github.com/microsoft/VirtualClient/releases/tag/v1.16.40","title":"microsoft/VirtualClient v1.16.40","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:36:30.319897+00:00","bytes":16106,"raw_path":"7085c243cee1c54ba3bbc350a35c27e47336850e84d553950e2ab459190436a9.json","content_hash":"c9112da6b232cbd69b70ec7a61e581900b00a38522822a46d9b3cc3c526174f6","excerpt_chars":1200,"truncated":true,"excerpt":"v1.16.40 Repository: microsoft/VirtualClient Tag: v1.16.40 Published: 2025-03-28T18:30:10Z Prerelease: no Release notes: What's Changed * Fix linux rpm pipeline by @yangpanMS in https://github.com/microsoft/VirtualClient/pull/330 * Bump version to v1.15 by @yangpanMS in https://github.com/microsoft/VirtualClient/pull/331 * Manage ASPBench Packages by @RakeshwarK in https://github.com/microsoft/VirtualClient/pull/327 * fixing DeathStarbench issue by @nmalkapuram in https://github.com/microsoft/VirtualClient/pull/332 * keeping temp disk in disk paths to test by @ericavella in https://github.com/microsoft/VirtualClient/pull/333 * Adding support for OPENFOAM ubuntu22.04 by @ShobhaKumari07 in https://github.com/microsoft/VirtualClient/pull/338 * sysbench support for postgres by @ericavella in https://github.com/microsoft/VirtualClient/pull/314 * mounting disks at shallow root path, optionally by @ericavella in https://github.com/microsoft/VirtualClient/pull/340 * Compiler Installation Ubuntu 24 fix by @RakeshwarK in https://github.com/microsoft/VirtualClient/pull/337 * Bump ws from 7.5.9 to 7.5.10 in /website by @dependabot in https://github.com/microsoft/VirtualClient/pull/336 *..."}],"related_signals":[{"id":"432f6193-5e4c-4f16-bbe0-6a87ef01916f","url":"https://onlylabs.fyi/signals/432f6193-5e4c-4f16-bbe0-6a87ef01916f","source_url":"https://github.com/microsoft/accessibility-insights-web/releases/tag/web%402.47.0","title":"microsoft/accessibility-insights-web web@2.47.0","context":"microsoft/accessibility-insights-web","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-11T06:37:28+00:00","first_seen_at":"2026-06-11T07:01:13.026392+00:00","date_source":"source"},{"id":"afc38512-1630-4041-9fb3-39414d8d2b0a","url":"https://onlylabs.fyi/signals/afc38512-1630-4041-9fb3-39414d8d2b0a","source_url":"https://github.com/microsoft/content-processing-solution-accelerator/releases/tag/v2.1.1","title":"microsoft/content-processing-solution-accelerator v2.1.1","context":"microsoft/content-processing-solution-accelerator","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-11T06:06:46+00:00","first_seen_at":"2026-06-11T07:01:13.026392+00:00","date_source":"source"},{"id":"5271de48-ab99-4310-8d2c-174188866071","url":"https://onlylabs.fyi/signals/5271de48-ab99-4310-8d2c-174188866071","source_url":"https://github.com/microsoft/CsWin32/releases/tag/v0.3.287","title":"microsoft/CsWin32 v0.3.287","context":"microsoft/CsWin32","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-11T04:22:28+00:00","first_seen_at":"2026-06-11T07:01:13.026392+00:00","date_source":"source"},{"id":"6adcd577-5563-4fd8-85dd-268919492cf0","url":"https://onlylabs.fyi/signals/6adcd577-5563-4fd8-85dd-268919492cf0","source_url":"https://github.com/microsoft/sqltoolsservice/releases/tag/6.0.20260610.1","title":"microsoft/sqltoolsservice 6.0.20260610.1","context":"microsoft/sqltoolsservice","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-10T23:57:44+00:00","first_seen_at":"2026-06-11T07:01:13.026392+00:00","date_source":"source"},{"id":"7557f4d3-5544-422b-b39d-1e668cb0dfa5","url":"https://onlylabs.fyi/signals/7557f4d3-5544-422b-b39d-1e668cb0dfa5","source_url":"https://github.com/microsoft/agent-framework/releases/tag/dotnet-1.10.0","title":"microsoft/agent-framework dotnet-1.10.0","context":"microsoft/agent-framework","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-10T17:50:17+00:00","first_seen_at":"2026-06-11T07:01:13.026392+00:00","date_source":"source"},{"id":"e18f0e7d-b1df-421e-a845-19cad8151a11","url":"https://onlylabs.fyi/signals/e18f0e7d-b1df-421e-a845-19cad8151a11","source_url":"https://github.com/microsoft/ai4s-jobq/releases/tag/v3.13.1","title":"microsoft/ai4s-jobq v3.13.1","context":"microsoft/ai4s-jobq","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-10T17:19:31+00:00","first_seen_at":"2026-06-11T07:01:13.026392+00:00","date_source":"source"}]}