{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Release: microsoft/STL vs-2022-17.11","description":"Microsoft release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/e2b3cb3b-dc7c-43cc-a5c2-a2e5bab12530","json_url":"https://onlylabs.fyi/signals/e2b3cb3b-dc7c-43cc-a5c2-a2e5bab12530/signal.json","generated_at":"2026-06-11T03:11:23.146489+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/e2b3cb3b-dc7c-43cc-a5c2-a2e5bab12530","signal_json":"https://onlylabs.fyi/signals/e2b3cb3b-dc7c-43cc-a5c2-a2e5bab12530/signal.json","source":"https://github.com/microsoft/STL/releases/tag/vs-2022-17.11","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/STL vs-2022-17.11 (microsoft/STL). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: VS 2022 17.11 Repository: microsoft/STL Tag: vs-2022-17.11 Published: 2024-08-15T11:47:14Z Prerelease: no Release notes: - Merged C++26 features: *.... 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/STL/releases/tag/vs-2022-17.11","source_host":"github.com","occurred_at":"2024-08-15T11:47:14+00:00","first_seen_at":"2026-06-10T09:18:48.105175+00:00","date_source":"source","context":"microsoft/STL"},"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/STL","source":"source"},{"label":"Release","value":"VS 2022 17.11","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/STL/releases/tag/vs-2022-17.11"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:11:23.146489+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/e2b3cb3b-dc7c-43cc-a5c2-a2e5bab12530/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/e2b3cb3b-dc7c-43cc-a5c2-a2e5bab12530/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/STL/releases/tag/vs-2022-17.11","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/STL vs-2022-17.11\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/STL vs-2022-17.11","text":"Microsoft released microsoft/STL vs-2022-17.11."},{"subject":"microsoft/STL vs-2022-17.11","predicate":"is classified as","object":"release signal","text":"microsoft/STL vs-2022-17.11 is classified as release signal."},{"subject":"microsoft/STL vs-2022-17.11","predicate":"belongs to","object":"releases desk","text":"microsoft/STL vs-2022-17.11 belongs to releases desk."},{"subject":"microsoft/STL vs-2022-17.11","predicate":"has context","object":"microsoft/STL","text":"microsoft/STL vs-2022-17.11 has context microsoft/STL."},{"subject":"microsoft/STL vs-2022-17.11","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/STL vs-2022-17.11 has evidence coverage 1 captured evidence page."},{"subject":"microsoft/STL vs-2022-17.11","predicate":"has captured page count","object":"1","text":"microsoft/STL vs-2022-17.11 has captured page count 1."},{"subject":"microsoft/STL vs-2022-17.11","predicate":"has readable page count","object":"1","text":"microsoft/STL vs-2022-17.11 has readable page count 1."},{"subject":"microsoft/STL vs-2022-17.11","predicate":"has related signal count","object":"6","text":"microsoft/STL vs-2022-17.11 has related signal count 6."},{"subject":"microsoft/STL vs-2022-17.11","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/STL vs-2022-17.11 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"microsoft/STL vs-2022-17.11","predicate":"has source host","object":"github.com","text":"microsoft/STL vs-2022-17.11 has source host github.com."},{"subject":"microsoft/STL vs-2022-17.11","predicate":"has lab","object":"Microsoft","text":"microsoft/STL vs-2022-17.11 has lab Microsoft."},{"subject":"microsoft/STL vs-2022-17.11","predicate":"has signal desk","object":"releases","text":"microsoft/STL vs-2022-17.11 has signal desk releases."},{"subject":"microsoft/STL vs-2022-17.11","predicate":"has source host","object":"github.com","text":"microsoft/STL vs-2022-17.11 has source host github.com."},{"subject":"microsoft/STL vs-2022-17.11","predicate":"has repository","object":"microsoft/STL","text":"microsoft/STL vs-2022-17.11 has repository microsoft/STL."},{"subject":"microsoft/STL vs-2022-17.11","predicate":"has release","object":"VS 2022 17.11","text":"microsoft/STL vs-2022-17.11 has release VS 2022 17.11."}]},"intelligence":{"signal_desk":"releases","answer":"Microsoft published microsoft/STL vs-2022-17.11 (microsoft/STL). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: VS 2022 17.11 Repository: microsoft/STL Tag: vs-2022-17.11 Published: 2024-08-15T11:47:14Z Prerelease: no Release notes: - Merged C++26 features: *.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/STL vs-2022-17.11","text":"Microsoft released microsoft/STL vs-2022-17.11."},{"subject":"microsoft/STL vs-2022-17.11","predicate":"is classified as","object":"release signal","text":"microsoft/STL vs-2022-17.11 is classified as release signal."},{"subject":"microsoft/STL vs-2022-17.11","predicate":"belongs to","object":"releases desk","text":"microsoft/STL vs-2022-17.11 belongs to releases desk."},{"subject":"microsoft/STL vs-2022-17.11","predicate":"has context","object":"microsoft/STL","text":"microsoft/STL vs-2022-17.11 has context microsoft/STL."},{"subject":"microsoft/STL vs-2022-17.11","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/STL vs-2022-17.11 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"e2b3cb3b-dc7c-43cc-a5c2-a2e5bab12530","url":"https://onlylabs.fyi/signals/e2b3cb3b-dc7c-43cc-a5c2-a2e5bab12530","json_url":"https://onlylabs.fyi/signals/e2b3cb3b-dc7c-43cc-a5c2-a2e5bab12530/signal.json","source_url":"https://github.com/microsoft/STL/releases/tag/vs-2022-17.11","title":"microsoft/STL vs-2022-17.11","summary":"Microsoft published release notes. onlylabs watches releases for what actually shipped.","context":"microsoft/STL","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2024-08-15T11:47:14+00:00","first_seen_at":"2026-06-10T09:18:48.105175+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/STL/releases/tag/vs-2022-17.11"]},"facets":{"repo":"microsoft/STL"},"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/STL/releases/tag/vs-2022-17.11","final_url":"https://github.com/microsoft/STL/releases/tag/vs-2022-17.11","title":"microsoft/STL vs-2022-17.11","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:11:23.146489+00:00","bytes":20059,"raw_path":"4a02b28cca37c76fe632bdcdcf9d48f0bb5a55e71f62497e17d5746496c23913.json","content_hash":"b1e1e27b18918ed2b9b1a49fc945df2e1123303fe8d188425c3fc86081a780e1","excerpt_chars":1200,"truncated":true,"excerpt":"VS 2022 17.11 Repository: microsoft/STL Tag: vs-2022-17.11 Published: 2024-08-15T11:47:14Z Prerelease: no Release notes: - Merged C++26 features: * [P2875R4](https://wg21.link/P2875R4) [#4532](https://github.com/microsoft/STL/pull/4532) Undeprecate `polymorphic_allocator::destroy` * [P3142R0](https://wg21.link/P3142R0) [#4611](https://github.com/microsoft/STL/pull/4611) Printing Blank Lines With `println()` - Merged *partial* C++23 features: * [P2286R8](https://wg21.link/P2286R8) Formatting Ranges: + Implemented `formatter` for `pair` and `tuple`. [#4438](https://github.com/microsoft/STL/pull/4438) [#4631](https://github.com/microsoft/STL/pull/4631) [#4681](https://github.com/microsoft/STL/pull/4681) + Implemented `range_formatter`. [#4642](https://github.com/microsoft/STL/pull/4642) - Merged LWG issue resolutions: * [LWG-3767](https://cplusplus.github.io/LWG/issue3767) [#4542](https://github.com/microsoft/STL/pull/4542) `codecvt<charN_t, char8_t, mbstate_t>` incorrectly added to locale * [LWG-3919](https://cplusplus.github.io/LWG/issue3919) [#4526](https://github.com/microsoft/STL/pull/4526) `enumerate_view` may invoke UB for sized common non-forward underlying ranges *..."},"evidence_pages":[{"url":"https://github.com/microsoft/STL/releases/tag/vs-2022-17.11","final_url":"https://github.com/microsoft/STL/releases/tag/vs-2022-17.11","title":"microsoft/STL vs-2022-17.11","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:11:23.146489+00:00","bytes":20059,"raw_path":"4a02b28cca37c76fe632bdcdcf9d48f0bb5a55e71f62497e17d5746496c23913.json","content_hash":"b1e1e27b18918ed2b9b1a49fc945df2e1123303fe8d188425c3fc86081a780e1","excerpt_chars":1200,"truncated":true,"excerpt":"VS 2022 17.11 Repository: microsoft/STL Tag: vs-2022-17.11 Published: 2024-08-15T11:47:14Z Prerelease: no Release notes: - Merged C++26 features: * [P2875R4](https://wg21.link/P2875R4) [#4532](https://github.com/microsoft/STL/pull/4532) Undeprecate `polymorphic_allocator::destroy` * [P3142R0](https://wg21.link/P3142R0) [#4611](https://github.com/microsoft/STL/pull/4611) Printing Blank Lines With `println()` - Merged *partial* C++23 features: * [P2286R8](https://wg21.link/P2286R8) Formatting Ranges: + Implemented `formatter` for `pair` and `tuple`. [#4438](https://github.com/microsoft/STL/pull/4438) [#4631](https://github.com/microsoft/STL/pull/4631) [#4681](https://github.com/microsoft/STL/pull/4681) + Implemented `range_formatter`. [#4642](https://github.com/microsoft/STL/pull/4642) - Merged LWG issue resolutions: * [LWG-3767](https://cplusplus.github.io/LWG/issue3767) [#4542](https://github.com/microsoft/STL/pull/4542) `codecvt<charN_t, char8_t, mbstate_t>` incorrectly added to locale * [LWG-3919](https://cplusplus.github.io/LWG/issue3919) [#4526](https://github.com/microsoft/STL/pull/4526) `enumerate_view` may invoke UB for sized common non-forward underlying ranges *..."}],"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"}]}