{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Release: microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking","description":"Microsoft release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/6c45dd68-172b-49af-a2e2-d54853630e0b","json_url":"https://onlylabs.fyi/signals/6c45dd68-172b-49af-a2e2-d54853630e0b/signal.json","generated_at":"2026-06-11T03:37:06.810425+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/6c45dd68-172b-49af-a2e2-d54853630e0b","signal_json":"https://onlylabs.fyi/signals/6c45dd68-172b-49af-a2e2-d54853630e0b/signal.json","source":"https://github.com/microsoft/SWE-bench-Live/releases/tag/v1.0-multi-language-multi-os-benchmarking","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":"evals","label":"Evals and quality","url":"https://onlylabs.fyi/data-radar/evals","json_url":"https://onlylabs.fyi/data-radar/evals/signals.json"}]}},"answer_pack":{"answer":"Microsoft published microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking (microsoft/SWE-bench-Live). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: New multi-language multi-OS benchmark from Microsoft · v1.0-multi-language-multi-os-benchmarking Repository: microsoft/SWE-bench-Live Tag: v1.0-multi-language-multi-os-benchmarking Published: 2026-03-08T11:23:25Z Prerelease:.... onlylabs links this event to 1 captured evidence page and 6 related release signals. It also maps to Evals and quality in the data-business radar.","signal_desk":"releases","source_context":{"source_url":"https://github.com/microsoft/SWE-bench-Live/releases/tag/v1.0-multi-language-multi-os-benchmarking","source_host":"github.com","occurred_at":"2026-03-08T11:23:25+00:00","first_seen_at":"2026-06-06T07:00:06.411378+00:00","date_source":"source","context":"microsoft/SWE-bench-Live"},"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/SWE-bench-Live","source":"source"},{"label":"Release","value":"v1.0-multi-language-multi-os-benchmarking","source":"source"},{"label":"Notability","value":"New multi-language multi-OS benchmark from Microsoft","source":"signal"},{"label":"Radar lane","value":"Evals and quality","source":"radar"},{"label":"Matched term","value":"benchmark","source":"radar"},{"label":"Watch term","value":"Eval methodology","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/SWE-bench-Live/releases/tag/v1.0-multi-language-multi-os-benchmarking"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:37:06.810425+00:00"},"data_business":{"matches":true,"lanes":[{"key":"evals","label":"Evals and quality","url":"https://onlylabs.fyi/data-radar/evals","json_url":"https://onlylabs.fyi/data-radar/evals/signals.json"}],"matched_terms":["benchmark"],"score":13,"reason":"Microsoft has a release signal matching evals and quality."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/6c45dd68-172b-49af-a2e2-d54853630e0b/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: Evals and quality?","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/6c45dd68-172b-49af-a2e2-d54853630e0b/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/SWE-bench-Live/releases/tag/v1.0-multi-language-multi-os-benchmarking","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":"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/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking","text":"Microsoft released microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking."},{"subject":"microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking","predicate":"is classified as","object":"release signal","text":"microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking is classified as release signal."},{"subject":"microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking","predicate":"belongs to","object":"releases desk","text":"microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking belongs to releases desk."},{"subject":"microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking","predicate":"has context","object":"microsoft/SWE-bench-Live","text":"microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking has context microsoft/SWE-bench-Live."},{"subject":"microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking has evidence coverage 1 captured evidence page."},{"subject":"microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking","predicate":"matches data-business lanes","object":"Evals and quality","text":"microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking matches data-business lanes Evals and quality."},{"subject":"microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking","predicate":"has captured page count","object":"1","text":"microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking has captured page count 1."},{"subject":"microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking","predicate":"has readable page count","object":"1","text":"microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking has readable page count 1."},{"subject":"microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking","predicate":"has related signal count","object":"6","text":"microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking has related signal count 6."},{"subject":"microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking","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/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking","predicate":"has source host","object":"github.com","text":"microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking has source host github.com."},{"subject":"microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking","predicate":"has lab","object":"Microsoft","text":"microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking has lab Microsoft."},{"subject":"microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking","predicate":"has signal desk","object":"releases","text":"microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking has signal desk releases."},{"subject":"microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking","predicate":"has source host","object":"github.com","text":"microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking has source host github.com."},{"subject":"microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking","predicate":"has repository","object":"microsoft/SWE-bench-Live","text":"microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking has repository microsoft/SWE-bench-Live."},{"subject":"microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking","predicate":"has release","object":"v1.0-multi-language-multi-os-benchmarking","text":"microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking has release v1.0-multi-language-multi-os-benchmarking."},{"subject":"microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking","predicate":"has notability","object":"New multi-language multi-OS benchmark from Microsoft","text":"microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking has notability New multi-language multi-OS benchmark from Microsoft."},{"subject":"microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking","predicate":"has radar lane","object":"Evals and quality","text":"microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking has radar lane Evals and quality."},{"subject":"microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking","predicate":"has matched term","object":"benchmark","text":"microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking has matched term benchmark."}]},"intelligence":{"signal_desk":"releases","answer":"Microsoft published microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking (microsoft/SWE-bench-Live). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: New multi-language multi-OS benchmark from Microsoft · v1.0-multi-language-multi-os-benchmarking Repository: microsoft/SWE-bench-Live Tag: v1.0-multi-language-multi-os-benchmarking Published: 2026-03-08T11:23:25Z Prerelease:.... onlylabs links this event to 1 captured evidence page and 6 related release signals. It also maps to Evals and quality in the data-business radar.","semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking","text":"Microsoft released microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking."},{"subject":"microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking","predicate":"is classified as","object":"release signal","text":"microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking is classified as release signal."},{"subject":"microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking","predicate":"belongs to","object":"releases desk","text":"microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking belongs to releases desk."},{"subject":"microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking","predicate":"has context","object":"microsoft/SWE-bench-Live","text":"microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking has context microsoft/SWE-bench-Live."},{"subject":"microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking has evidence coverage 1 captured evidence page."},{"subject":"microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking","predicate":"matches data-business lanes","object":"Evals and quality","text":"microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking matches data-business lanes Evals and quality."}]},"signal":{"id":"6c45dd68-172b-49af-a2e2-d54853630e0b","url":"https://onlylabs.fyi/signals/6c45dd68-172b-49af-a2e2-d54853630e0b","json_url":"https://onlylabs.fyi/signals/6c45dd68-172b-49af-a2e2-d54853630e0b/signal.json","source_url":"https://github.com/microsoft/SWE-bench-Live/releases/tag/v1.0-multi-language-multi-os-benchmarking","title":"microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking","summary":"Microsoft published release notes. onlylabs watches releases for what actually shipped.","context":"microsoft/SWE-bench-Live","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-03-08T11:23:25+00:00","first_seen_at":"2026-06-06T07:00:06.411378+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/SWE-bench-Live/releases/tag/v1.0-multi-language-multi-os-benchmarking"]},"facets":{"repo":"microsoft/SWE-bench-Live"},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"evals","label":"Evals and quality","url":"https://onlylabs.fyi/data-radar/evals"}],"score":13,"matched_terms":["benchmark"],"reason":"Microsoft has a release signal matching evals and quality."}},"primary_evidence_page":{"url":"https://github.com/microsoft/SWE-bench-Live/releases/tag/v1.0-multi-language-multi-os-benchmarking","final_url":"https://github.com/microsoft/SWE-bench-Live/releases/tag/v1.0-multi-language-multi-os-benchmarking","title":"microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:37:06.810425+00:00","bytes":2459,"raw_path":"1a0d8b0c13c9bbbf8afbfa42b424dd9abb4d2cab3afaa1c1512e20f0abf7a426.json","content_hash":"737a49cfc036d4335a8690509a57d3845a76c1c586978f88922636bdaaff73da","excerpt_chars":1200,"truncated":false,"excerpt":"v1.0-multi-language-multi-os-benchmarking Repository: microsoft/SWE-bench-Live Tag: v1.0-multi-language-multi-os-benchmarking Published: 2026-03-08T11:23:25Z Prerelease: no Release notes: none published."},"evidence_pages":[{"url":"https://github.com/microsoft/SWE-bench-Live/releases/tag/v1.0-multi-language-multi-os-benchmarking","final_url":"https://github.com/microsoft/SWE-bench-Live/releases/tag/v1.0-multi-language-multi-os-benchmarking","title":"microsoft/SWE-bench-Live v1.0-multi-language-multi-os-benchmarking","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:37:06.810425+00:00","bytes":2459,"raw_path":"1a0d8b0c13c9bbbf8afbfa42b424dd9abb4d2cab3afaa1c1512e20f0abf7a426.json","content_hash":"737a49cfc036d4335a8690509a57d3845a76c1c586978f88922636bdaaff73da","excerpt_chars":1200,"truncated":false,"excerpt":"v1.0-multi-language-multi-os-benchmarking Repository: microsoft/SWE-bench-Live Tag: v1.0-multi-language-multi-os-benchmarking Published: 2026-03-08T11:23:25Z Prerelease: no Release notes: none published."}],"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"}]}