{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Release: microsoft/HOBL hobl_ui","description":"Microsoft release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/0488d1be-2830-463c-af76-e1461189b9d0","json_url":"https://onlylabs.fyi/signals/0488d1be-2830-463c-af76-e1461189b9d0/signal.json","generated_at":"2026-06-11T22:50:26.942Z","evidence_latest_fetched_at":"2026-06-11T07:04:17.187926+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/0488d1be-2830-463c-af76-e1461189b9d0","signal_json":"https://onlylabs.fyi/signals/0488d1be-2830-463c-af76-e1461189b9d0/signal.json","source":"https://github.com/microsoft/HOBL/releases/tag/hobl_ui","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 hobl_ui (microsoft/HOBL). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: HOBL UI Repository: microsoft/HOBL Tag: hobl_ui Published: 2026-03-30T07:47:02Z Prerelease: no Release notes: These HOBL UI files are automatically installed 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/HOBL/releases/tag/hobl_ui","source_host":"github.com","occurred_at":"2026-03-30T07:47:02+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":"HOBL UI","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/hobl_ui"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T07:04:17.187926+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/0488d1be-2830-463c-af76-e1461189b9d0/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/0488d1be-2830-463c-af76-e1461189b9d0/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/HOBL/releases/tag/hobl_ui","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 hobl_ui\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/HOBL hobl_ui","text":"Microsoft released microsoft/HOBL hobl_ui."},{"subject":"microsoft/HOBL hobl_ui","predicate":"is classified as","object":"release signal","text":"microsoft/HOBL hobl_ui is classified as release signal."},{"subject":"microsoft/HOBL hobl_ui","predicate":"belongs to","object":"releases desk","text":"microsoft/HOBL hobl_ui belongs to releases desk."},{"subject":"microsoft/HOBL hobl_ui","predicate":"has context","object":"microsoft/HOBL","text":"microsoft/HOBL hobl_ui has context microsoft/HOBL."},{"subject":"microsoft/HOBL hobl_ui","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/HOBL hobl_ui has evidence coverage 1 captured evidence page."},{"subject":"microsoft/HOBL hobl_ui","predicate":"has captured page count","object":"1","text":"microsoft/HOBL hobl_ui has captured page count 1."},{"subject":"microsoft/HOBL hobl_ui","predicate":"has readable page count","object":"1","text":"microsoft/HOBL hobl_ui has readable page count 1."},{"subject":"microsoft/HOBL hobl_ui","predicate":"has related signal count","object":"6","text":"microsoft/HOBL hobl_ui has related signal count 6."},{"subject":"microsoft/HOBL hobl_ui","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 hobl_ui 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 hobl_ui","predicate":"has source host","object":"github.com","text":"microsoft/HOBL hobl_ui has source host github.com."},{"subject":"microsoft/HOBL hobl_ui","predicate":"has lab","object":"Microsoft","text":"microsoft/HOBL hobl_ui has lab Microsoft."},{"subject":"microsoft/HOBL hobl_ui","predicate":"has signal desk","object":"releases","text":"microsoft/HOBL hobl_ui has signal desk releases."},{"subject":"microsoft/HOBL hobl_ui","predicate":"has source host","object":"github.com","text":"microsoft/HOBL hobl_ui has source host github.com."},{"subject":"microsoft/HOBL hobl_ui","predicate":"has repository","object":"microsoft/HOBL","text":"microsoft/HOBL hobl_ui has repository microsoft/HOBL."},{"subject":"microsoft/HOBL hobl_ui","predicate":"has release","object":"HOBL UI","text":"microsoft/HOBL hobl_ui has release HOBL UI."}]},"intelligence":{"signal_desk":"releases","answer":"Microsoft published microsoft/HOBL hobl_ui (microsoft/HOBL). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: HOBL UI Repository: microsoft/HOBL Tag: hobl_ui Published: 2026-03-30T07:47:02Z Prerelease: no Release notes: These HOBL UI files are automatically installed by.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/HOBL hobl_ui","text":"Microsoft released microsoft/HOBL hobl_ui."},{"subject":"microsoft/HOBL hobl_ui","predicate":"is classified as","object":"release signal","text":"microsoft/HOBL hobl_ui is classified as release signal."},{"subject":"microsoft/HOBL hobl_ui","predicate":"belongs to","object":"releases desk","text":"microsoft/HOBL hobl_ui belongs to releases desk."},{"subject":"microsoft/HOBL hobl_ui","predicate":"has context","object":"microsoft/HOBL","text":"microsoft/HOBL hobl_ui has context microsoft/HOBL."},{"subject":"microsoft/HOBL hobl_ui","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/HOBL hobl_ui has evidence coverage 1 captured evidence page."}]},"signal":{"id":"0488d1be-2830-463c-af76-e1461189b9d0","url":"https://onlylabs.fyi/signals/0488d1be-2830-463c-af76-e1461189b9d0","json_url":"https://onlylabs.fyi/signals/0488d1be-2830-463c-af76-e1461189b9d0/signal.json","source_url":"https://github.com/microsoft/HOBL/releases/tag/hobl_ui","title":"microsoft/HOBL hobl_ui","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":"2026-03-30T07:47:02+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/hobl_ui"]},"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/hobl_ui","final_url":"https://github.com/microsoft/HOBL/releases/tag/hobl_ui","title":"microsoft/HOBL hobl_ui","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T07:04:17.187926+00:00","bytes":10887,"raw_path":"e24d5f7e8f522422aaedc6013aa0f7684bf82e9f0efe67a5c2c1df42d2925b0b.json","content_hash":"dae64732fed7fcc401d2eaa407ad783bbd37480c4b71549a449d7fcc91c379cc","excerpt_chars":1200,"truncated":true,"excerpt":"HOBL UI Repository: microsoft/HOBL Tag: hobl_ui Published: 2026-03-30T07:47:02Z Prerelease: no Release notes: These HOBL UI files are automatically installed by host_setup.exe. Don't download manually. Release 1.1 - Fixed bug with multiple preps getting submitted when launching on multiple devices. Release 1.0 - The profile creation/copying/editing mechanism has been overhauled. The Profile Attributes page has been removed. Within the creation/copying/editing page, you can now add, delete, and reorder parameters, as well as expand/collapse sections. Additionally, the mechanism from the job creation page for modifying parameter values has been ported over. - External HOBL scenarios and tools can be added by modifying the global:hobl_external parameter. - In selection boxes that allow multiple options, the order of insertion is now preserved. - In the Results page, when the path corresponds to the root location of a run, a link appears next to 'Results' that redirects to the scenarios page. - Quick launch items have been added to the context-menu and comm_check has been added as an option. - A new 'Open with view type' context-menu item has been added to the Results page. This..."},"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"}]}