{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Release: microsoft/HOBL dut_setup","description":"Microsoft release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/2d5b9463-234e-4bb8-b5d9-c09d9bbee325","json_url":"https://onlylabs.fyi/signals/2d5b9463-234e-4bb8-b5d9-c09d9bbee325/signal.json","generated_at":"2026-06-11T22:50:52.056Z","evidence_latest_fetched_at":"2026-06-11T07:04:17.347443+00:00","signal_first_seen_at":"2026-06-11T07:01:13.026392+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/2d5b9463-234e-4bb8-b5d9-c09d9bbee325","signal_json":"https://onlylabs.fyi/signals/2d5b9463-234e-4bb8-b5d9-c09d9bbee325/signal.json","source":"https://github.com/microsoft/HOBL/releases/tag/dut_setup","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/HOBL dut_setup (microsoft/HOBL). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: DUT Setup Repository: microsoft/HOBL Tag: dut_setup Published: 2026-03-30T07:41:30Z Prerelease: no Release notes: These DUT Setup executables are automatically.... 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/HOBL/releases/tag/dut_setup","source_host":"github.com","occurred_at":"2026-03-30T07:41:30+00:00","first_seen_at":"2026-06-11T07:01:13.026392+00:00","date_source":"source","context":"microsoft/HOBL"},"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/HOBL","source":"source"},{"label":"Release","value":"DUT Setup","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/HOBL/releases/tag/dut_setup"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T07:04:17.347443+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/2d5b9463-234e-4bb8-b5d9-c09d9bbee325/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/2d5b9463-234e-4bb8-b5d9-c09d9bbee325/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/HOBL/releases/tag/dut_setup","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/HOBL dut_setup\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/HOBL dut_setup","text":"Microsoft released microsoft/HOBL dut_setup."},{"subject":"microsoft/HOBL dut_setup","predicate":"is classified as","object":"release signal","text":"microsoft/HOBL dut_setup is classified as release signal."},{"subject":"microsoft/HOBL dut_setup","predicate":"belongs to","object":"releases desk","text":"microsoft/HOBL dut_setup belongs to releases desk."},{"subject":"microsoft/HOBL dut_setup","predicate":"has context","object":"microsoft/HOBL","text":"microsoft/HOBL dut_setup has context microsoft/HOBL."},{"subject":"microsoft/HOBL dut_setup","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/HOBL dut_setup has evidence coverage 1 captured evidence page."},{"subject":"microsoft/HOBL dut_setup","predicate":"has captured page count","object":"1","text":"microsoft/HOBL dut_setup has captured page count 1."},{"subject":"microsoft/HOBL dut_setup","predicate":"has readable page count","object":"1","text":"microsoft/HOBL dut_setup has readable page count 1."},{"subject":"microsoft/HOBL dut_setup","predicate":"has related signal count","object":"6","text":"microsoft/HOBL dut_setup has related signal count 6."},{"subject":"microsoft/HOBL dut_setup","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/HOBL dut_setup has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"microsoft/HOBL dut_setup","predicate":"has source host","object":"github.com","text":"microsoft/HOBL dut_setup has source host github.com."},{"subject":"microsoft/HOBL dut_setup","predicate":"has lab","object":"Microsoft","text":"microsoft/HOBL dut_setup has lab Microsoft."},{"subject":"microsoft/HOBL dut_setup","predicate":"has signal desk","object":"releases","text":"microsoft/HOBL dut_setup has signal desk releases."},{"subject":"microsoft/HOBL dut_setup","predicate":"has source host","object":"github.com","text":"microsoft/HOBL dut_setup has source host github.com."},{"subject":"microsoft/HOBL dut_setup","predicate":"has repository","object":"microsoft/HOBL","text":"microsoft/HOBL dut_setup has repository microsoft/HOBL."},{"subject":"microsoft/HOBL dut_setup","predicate":"has release","object":"DUT Setup","text":"microsoft/HOBL dut_setup has release DUT Setup."}]},"intelligence":{"signal_desk":"releases","answer":"Microsoft published microsoft/HOBL dut_setup (microsoft/HOBL). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: DUT Setup Repository: microsoft/HOBL Tag: dut_setup Published: 2026-03-30T07:41:30Z Prerelease: no Release notes: These DUT Setup executables are automatically.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/HOBL dut_setup","text":"Microsoft released microsoft/HOBL dut_setup."},{"subject":"microsoft/HOBL dut_setup","predicate":"is classified as","object":"release signal","text":"microsoft/HOBL dut_setup is classified as release signal."},{"subject":"microsoft/HOBL dut_setup","predicate":"belongs to","object":"releases desk","text":"microsoft/HOBL dut_setup belongs to releases desk."},{"subject":"microsoft/HOBL dut_setup","predicate":"has context","object":"microsoft/HOBL","text":"microsoft/HOBL dut_setup has context microsoft/HOBL."},{"subject":"microsoft/HOBL dut_setup","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/HOBL dut_setup has evidence coverage 1 captured evidence page."}]},"signal":{"id":"2d5b9463-234e-4bb8-b5d9-c09d9bbee325","url":"https://onlylabs.fyi/signals/2d5b9463-234e-4bb8-b5d9-c09d9bbee325","json_url":"https://onlylabs.fyi/signals/2d5b9463-234e-4bb8-b5d9-c09d9bbee325/signal.json","source_url":"https://github.com/microsoft/HOBL/releases/tag/dut_setup","title":"microsoft/HOBL dut_setup","summary":"Microsoft published release notes. onlylabs watches releases for what actually shipped.","context":"microsoft/HOBL","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-03-30T07:41:30+00:00","first_seen_at":"2026-06-11T07:01:13.026392+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/HOBL/releases/tag/dut_setup"]},"facets":{"repo":"microsoft/HOBL"},"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/HOBL/releases/tag/dut_setup","final_url":"https://github.com/microsoft/HOBL/releases/tag/dut_setup","title":"microsoft/HOBL dut_setup","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T07:04:17.347443+00:00","bytes":9796,"raw_path":"0bed3f8899f083ebd571290730fc2bbfb99f00b5b768437a0c38ab241d8e8ed5.json","content_hash":"ad585118302b67ab1ad13d38b5f8272b84a2474c26189d3feb2c3fc58cf860cf","excerpt_chars":1200,"truncated":false,"excerpt":"DUT Setup Repository: microsoft/HOBL Tag: dut_setup Published: 2026-03-30T07:41:30Z Prerelease: no Release notes: These DUT Setup executables are automatically downloaded by host_setup.exe. Don't download manually. Release 2.1 * Mitigated high power consumption during YouTube playback (and potentially other graphics/video-related tests)."},"evidence_pages":[],"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"}]}