{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Release: microsoft/vs-servicehub v4.2.99-beta","description":"Microsoft release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/48daf9c2-4dba-47ed-994a-15893e0c3fe9","json_url":"https://onlylabs.fyi/signals/48daf9c2-4dba-47ed-994a-15893e0c3fe9/signal.json","generated_at":"2026-06-27T00:34:34.992Z","evidence_latest_fetched_at":"2026-06-13T07:01:59.231872+00:00","signal_first_seen_at":"2026-06-13T07:00:27.571701+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/48daf9c2-4dba-47ed-994a-15893e0c3fe9","signal_json":"https://onlylabs.fyi/signals/48daf9c2-4dba-47ed-994a-15893e0c3fe9/signal.json","source":"https://github.com/microsoft/vs-servicehub/releases/tag/v4.2.99-beta","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/vs-servicehub v4.2.99-beta (microsoft/vs-servicehub). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Non-AI routine beta release · v4.2.99-beta Repository: microsoft/vs-servicehub Tag: v4.2.99-beta Published: 2023-06-28T16:21:34Z Prerelease: yes Release notes: What's Changed * Fix real signed.... 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/vs-servicehub/releases/tag/v4.2.99-beta","source_host":"github.com","occurred_at":"2023-06-28T16:21:34+00:00","first_seen_at":"2026-06-13T07:00:27.571701+00:00","date_source":"source","context":"microsoft/vs-servicehub"},"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/vs-servicehub","source":"source"},{"label":"Release","value":"v4.2.99-beta","source":"source"},{"label":"Notability","value":"Non-AI routine beta release","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/vs-servicehub/releases/tag/v4.2.99-beta"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-13T07:01:59.231872+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/48daf9c2-4dba-47ed-994a-15893e0c3fe9/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/48daf9c2-4dba-47ed-994a-15893e0c3fe9/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/vs-servicehub/releases/tag/v4.2.99-beta","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/vs-servicehub v4.2.99-beta\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/vs-servicehub v4.2.99-beta","text":"Microsoft released microsoft/vs-servicehub v4.2.99-beta."},{"subject":"microsoft/vs-servicehub v4.2.99-beta","predicate":"is classified as","object":"release signal","text":"microsoft/vs-servicehub v4.2.99-beta is classified as release signal."},{"subject":"microsoft/vs-servicehub v4.2.99-beta","predicate":"belongs to","object":"releases desk","text":"microsoft/vs-servicehub v4.2.99-beta belongs to releases desk."},{"subject":"microsoft/vs-servicehub v4.2.99-beta","predicate":"has context","object":"microsoft/vs-servicehub","text":"microsoft/vs-servicehub v4.2.99-beta has context microsoft/vs-servicehub."},{"subject":"microsoft/vs-servicehub v4.2.99-beta","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/vs-servicehub v4.2.99-beta has evidence coverage 1 captured evidence page."},{"subject":"microsoft/vs-servicehub v4.2.99-beta","predicate":"has captured page count","object":"1","text":"microsoft/vs-servicehub v4.2.99-beta has captured page count 1."},{"subject":"microsoft/vs-servicehub v4.2.99-beta","predicate":"has readable page count","object":"1","text":"microsoft/vs-servicehub v4.2.99-beta has readable page count 1."},{"subject":"microsoft/vs-servicehub v4.2.99-beta","predicate":"has related signal count","object":"6","text":"microsoft/vs-servicehub v4.2.99-beta has related signal count 6."},{"subject":"microsoft/vs-servicehub v4.2.99-beta","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/vs-servicehub v4.2.99-beta has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"microsoft/vs-servicehub v4.2.99-beta","predicate":"has source host","object":"github.com","text":"microsoft/vs-servicehub v4.2.99-beta has source host github.com."},{"subject":"microsoft/vs-servicehub v4.2.99-beta","predicate":"has lab","object":"Microsoft","text":"microsoft/vs-servicehub v4.2.99-beta has lab Microsoft."},{"subject":"microsoft/vs-servicehub v4.2.99-beta","predicate":"has signal desk","object":"releases","text":"microsoft/vs-servicehub v4.2.99-beta has signal desk releases."},{"subject":"microsoft/vs-servicehub v4.2.99-beta","predicate":"has source host","object":"github.com","text":"microsoft/vs-servicehub v4.2.99-beta has source host github.com."},{"subject":"microsoft/vs-servicehub v4.2.99-beta","predicate":"has repository","object":"microsoft/vs-servicehub","text":"microsoft/vs-servicehub v4.2.99-beta has repository microsoft/vs-servicehub."},{"subject":"microsoft/vs-servicehub v4.2.99-beta","predicate":"has release","object":"v4.2.99-beta","text":"microsoft/vs-servicehub v4.2.99-beta has release v4.2.99-beta."},{"subject":"microsoft/vs-servicehub v4.2.99-beta","predicate":"has notability","object":"Non-AI routine beta release","text":"microsoft/vs-servicehub v4.2.99-beta has notability Non-AI routine beta release."}]},"intelligence":{"signal_desk":"releases","answer":"Microsoft published microsoft/vs-servicehub v4.2.99-beta (microsoft/vs-servicehub). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Non-AI routine beta release · v4.2.99-beta Repository: microsoft/vs-servicehub Tag: v4.2.99-beta Published: 2023-06-28T16:21:34Z Prerelease: yes Release notes: What's Changed * Fix real signed.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/vs-servicehub v4.2.99-beta","text":"Microsoft released microsoft/vs-servicehub v4.2.99-beta."},{"subject":"microsoft/vs-servicehub v4.2.99-beta","predicate":"is classified as","object":"release signal","text":"microsoft/vs-servicehub v4.2.99-beta is classified as release signal."},{"subject":"microsoft/vs-servicehub v4.2.99-beta","predicate":"belongs to","object":"releases desk","text":"microsoft/vs-servicehub v4.2.99-beta belongs to releases desk."},{"subject":"microsoft/vs-servicehub v4.2.99-beta","predicate":"has context","object":"microsoft/vs-servicehub","text":"microsoft/vs-servicehub v4.2.99-beta has context microsoft/vs-servicehub."},{"subject":"microsoft/vs-servicehub v4.2.99-beta","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/vs-servicehub v4.2.99-beta has evidence coverage 1 captured evidence page."}]},"signal":{"id":"48daf9c2-4dba-47ed-994a-15893e0c3fe9","url":"https://onlylabs.fyi/signals/48daf9c2-4dba-47ed-994a-15893e0c3fe9","json_url":"https://onlylabs.fyi/signals/48daf9c2-4dba-47ed-994a-15893e0c3fe9/signal.json","source_url":"https://github.com/microsoft/vs-servicehub/releases/tag/v4.2.99-beta","title":"microsoft/vs-servicehub v4.2.99-beta","summary":"Microsoft published release notes. onlylabs watches releases for what actually shipped.","context":"microsoft/vs-servicehub","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2023-06-28T16:21:34+00:00","first_seen_at":"2026-06-13T07:00:27.571701+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/vs-servicehub/releases/tag/v4.2.99-beta"]},"facets":{"repo":"microsoft/vs-servicehub"},"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/vs-servicehub/releases/tag/v4.2.99-beta","final_url":"https://github.com/microsoft/vs-servicehub/releases/tag/v4.2.99-beta","title":"microsoft/vs-servicehub v4.2.99-beta","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-13T07:01:59.231872+00:00","bytes":11198,"raw_path":"02a6fb909b719b008f559cd85f1297bde4aa51332d2cbf30ac57be0ed2a99494.json","content_hash":"6dd96e462939d8be4058d71e437bbb777a2eb6078c40bede0089d258f23a07d2","excerpt_chars":1200,"truncated":true,"excerpt":"v4.2.99-beta Repository: microsoft/vs-servicehub Tag: v4.2.99-beta Published: 2023-06-28T16:21:34Z Prerelease: yes Release notes: What's Changed * Fix real signed package push and release pipelines by @AArnott in https://github.com/microsoft/vs-servicehub/pull/56 * Add `ServiceRpcDescriptor.JoinableTaskFactory` property by @AArnott in https://github.com/microsoft/vs-servicehub/pull/57 * Fix insertion pipeline by @AArnott in https://github.com/microsoft/vs-servicehub/pull/59 * Use wrappers over nodejs streams by @9at8 in https://github.com/microsoft/vs-servicehub/pull/60 * Add an override to GlobalBrokeredServiceContainer to mutate descriptors. by @BertanAygun in https://github.com/microsoft/vs-servicehub/pull/61 * Remove the named pipe connection validation code that isn't needed anymore by @RyanToth3 in https://github.com/microsoft/vs-servicehub/pull/64 * Merge latest Library.Template by @AArnott in https://github.com/microsoft/vs-servicehub/pull/58 * Add support for marshalable objects, including `Observer` by @AArnott in https://github.com/microsoft/vs-servicehub/pull/65 * Remove redundant msbuild file by @AArnott in https://github.com/microsoft/vs-servicehub/pull/66 * Bump..."},"evidence_pages":[],"related_signals":[{"id":"7edfdc1b-a871-4f13-bf42-757866d037e7","url":"https://onlylabs.fyi/signals/7edfdc1b-a871-4f13-bf42-757866d037e7","source_url":"https://github.com/microsoft/azure-linux-image-tools/releases/tag/v1.5.0","title":"microsoft/azure-linux-image-tools v1.5.0","context":"microsoft/azure-linux-image-tools","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T23:29:28+00:00","first_seen_at":"2026-06-26T23:50:36.547368+00:00","date_source":"source"},{"id":"fa8f6ee5-0f3e-49dd-83b0-0217648c771e","url":"https://onlylabs.fyi/signals/fa8f6ee5-0f3e-49dd-83b0-0217648c771e","source_url":"https://github.com/microsoft/agent-host-protocol/releases/tag/v0.5.0","title":"microsoft/agent-host-protocol v0.5.0","context":"microsoft/agent-host-protocol","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T23:23:49+00:00","first_seen_at":"2026-06-26T23:50:36.547368+00:00","date_source":"source"},{"id":"9cdbc2e5-de33-4579-ba60-21735ca54836","url":"https://onlylabs.fyi/signals/9cdbc2e5-de33-4579-ba60-21735ca54836","source_url":"https://github.com/microsoft/agent-host-protocol/releases/tag/clients/go/v0.5.0","title":"microsoft/agent-host-protocol clients/go/v0.5.0","context":"microsoft/agent-host-protocol","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T23:23:24+00:00","first_seen_at":"2026-06-26T23:50:36.547368+00:00","date_source":"source"},{"id":"7e86312d-15ee-4778-8358-6e39e38e3a14","url":"https://onlylabs.fyi/signals/7e86312d-15ee-4778-8358-6e39e38e3a14","source_url":"https://github.com/microsoft/agent-host-protocol/releases/tag/spec/v0.5.0","title":"microsoft/agent-host-protocol spec/v0.5.0","context":"microsoft/agent-host-protocol","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T23:22:30+00:00","first_seen_at":"2026-06-26T23:50:36.547368+00:00","date_source":"source"},{"id":"c211d32e-594f-4498-aa88-35f06c397f59","url":"https://onlylabs.fyi/signals/c211d32e-594f-4498-aa88-35f06c397f59","source_url":"https://github.com/microsoft/project-osmos/releases/tag/v0.4.4","title":"microsoft/project-osmos v0.4.4","context":"microsoft/project-osmos","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T22:48:30+00:00","first_seen_at":"2026-06-26T23:50:36.665541+00:00","date_source":"source"},{"id":"a899db64-6fbb-40d1-b69e-d9ae58843c51","url":"https://onlylabs.fyi/signals/a899db64-6fbb-40d1-b69e-d9ae58843c51","source_url":"https://github.com/microsoft/vcpkg/releases/tag/2026.06.24","title":"microsoft/vcpkg 2026.06.24","context":"microsoft/vcpkg","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T22:24:29+00:00","first_seen_at":"2026-06-26T23:50:36.665541+00:00","date_source":"source"}]}