{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Release: microsoft/cluster-api-provider-azurestackhci v1.2.1","description":"Microsoft release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/b2d0158a-c732-4508-932b-59bb388b7c0d","json_url":"https://onlylabs.fyi/signals/b2d0158a-c732-4508-932b-59bb388b7c0d/signal.json","generated_at":"2026-06-26T23:22:13.966Z","evidence_latest_fetched_at":"2026-06-21T07:03:38.320328+00:00","signal_first_seen_at":"2026-06-21T07:00:30.879198+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/b2d0158a-c732-4508-932b-59bb388b7c0d","signal_json":"https://onlylabs.fyi/signals/b2d0158a-c732-4508-932b-59bb388b7c0d/signal.json","source":"https://github.com/microsoft/cluster-api-provider-azurestackhci/releases/tag/v1.2.1","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":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure","json_url":"https://onlylabs.fyi/data-radar/infrastructure/signals.json"}]}},"answer_pack":{"answer":"Microsoft published microsoft/cluster-api-provider-azurestackhci v1.2.1 (microsoft/cluster-api-provider-azurestackhci). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine patch release of an infra provider. · v1.2.1 Repository: microsoft/cluster-api-provider-azurestackhci Tag: v1.2.1 Published: 2026-03-04T17:54:46Z Prerelease: no Release notes: What's Changed * Update Go.... onlylabs links this event to 1 captured evidence page and 6 related release signals. It also maps to Infrastructure in the data-business radar.","signal_desk":"releases","source_context":{"source_url":"https://github.com/microsoft/cluster-api-provider-azurestackhci/releases/tag/v1.2.1","source_host":"github.com","occurred_at":"2026-03-04T17:54:46+00:00","first_seen_at":"2026-06-21T07:00:30.879198+00:00","date_source":"source","context":"microsoft/cluster-api-provider-azurestackhci"},"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/cluster-api-provider-azurestackhci","source":"source"},{"label":"Release","value":"v1.2.1","source":"source"},{"label":"Notability","value":"Routine patch release of an infra provider.","source":"signal"},{"label":"Radar lane","value":"Infrastructure","source":"radar"},{"label":"Matched term","value":"cluster","source":"radar"},{"label":"Watch term","value":"Infrastructure","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/cluster-api-provider-azurestackhci/releases/tag/v1.2.1"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-21T07:03:38.320328+00:00"},"data_business":{"matches":true,"lanes":[{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure","json_url":"https://onlylabs.fyi/data-radar/infrastructure/signals.json"}],"matched_terms":["cluster"],"score":13,"reason":"Microsoft has a release signal matching infrastructure."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/b2d0158a-c732-4508-932b-59bb388b7c0d/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: Infrastructure?","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/b2d0158a-c732-4508-932b-59bb388b7c0d/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/cluster-api-provider-azurestackhci/releases/tag/v1.2.1","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/cluster-api-provider-azurestackhci v1.2.1\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/cluster-api-provider-azurestackhci v1.2.1","text":"Microsoft released microsoft/cluster-api-provider-azurestackhci v1.2.1."},{"subject":"microsoft/cluster-api-provider-azurestackhci v1.2.1","predicate":"is classified as","object":"release signal","text":"microsoft/cluster-api-provider-azurestackhci v1.2.1 is classified as release signal."},{"subject":"microsoft/cluster-api-provider-azurestackhci v1.2.1","predicate":"belongs to","object":"releases desk","text":"microsoft/cluster-api-provider-azurestackhci v1.2.1 belongs to releases desk."},{"subject":"microsoft/cluster-api-provider-azurestackhci v1.2.1","predicate":"has context","object":"microsoft/cluster-api-provider-azurestackhci","text":"microsoft/cluster-api-provider-azurestackhci v1.2.1 has context microsoft/cluster-api-provider-azurestackhci."},{"subject":"microsoft/cluster-api-provider-azurestackhci v1.2.1","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/cluster-api-provider-azurestackhci v1.2.1 has evidence coverage 1 captured evidence page."},{"subject":"microsoft/cluster-api-provider-azurestackhci v1.2.1","predicate":"matches data-business lanes","object":"Infrastructure","text":"microsoft/cluster-api-provider-azurestackhci v1.2.1 matches data-business lanes Infrastructure."},{"subject":"microsoft/cluster-api-provider-azurestackhci v1.2.1","predicate":"has captured page count","object":"1","text":"microsoft/cluster-api-provider-azurestackhci v1.2.1 has captured page count 1."},{"subject":"microsoft/cluster-api-provider-azurestackhci v1.2.1","predicate":"has readable page count","object":"1","text":"microsoft/cluster-api-provider-azurestackhci v1.2.1 has readable page count 1."},{"subject":"microsoft/cluster-api-provider-azurestackhci v1.2.1","predicate":"has related signal count","object":"6","text":"microsoft/cluster-api-provider-azurestackhci v1.2.1 has related signal count 6."},{"subject":"microsoft/cluster-api-provider-azurestackhci v1.2.1","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/cluster-api-provider-azurestackhci v1.2.1 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"microsoft/cluster-api-provider-azurestackhci v1.2.1","predicate":"has source host","object":"github.com","text":"microsoft/cluster-api-provider-azurestackhci v1.2.1 has source host github.com."},{"subject":"microsoft/cluster-api-provider-azurestackhci v1.2.1","predicate":"has lab","object":"Microsoft","text":"microsoft/cluster-api-provider-azurestackhci v1.2.1 has lab Microsoft."},{"subject":"microsoft/cluster-api-provider-azurestackhci v1.2.1","predicate":"has signal desk","object":"releases","text":"microsoft/cluster-api-provider-azurestackhci v1.2.1 has signal desk releases."},{"subject":"microsoft/cluster-api-provider-azurestackhci v1.2.1","predicate":"has source host","object":"github.com","text":"microsoft/cluster-api-provider-azurestackhci v1.2.1 has source host github.com."},{"subject":"microsoft/cluster-api-provider-azurestackhci v1.2.1","predicate":"has repository","object":"microsoft/cluster-api-provider-azurestackhci","text":"microsoft/cluster-api-provider-azurestackhci v1.2.1 has repository microsoft/cluster-api-provider-azurestackhci."},{"subject":"microsoft/cluster-api-provider-azurestackhci v1.2.1","predicate":"has release","object":"v1.2.1","text":"microsoft/cluster-api-provider-azurestackhci v1.2.1 has release v1.2.1."},{"subject":"microsoft/cluster-api-provider-azurestackhci v1.2.1","predicate":"has notability","object":"Routine patch release of an infra provider.","text":"microsoft/cluster-api-provider-azurestackhci v1.2.1 has notability Routine patch release of an infra provider.."},{"subject":"microsoft/cluster-api-provider-azurestackhci v1.2.1","predicate":"has radar lane","object":"Infrastructure","text":"microsoft/cluster-api-provider-azurestackhci v1.2.1 has radar lane Infrastructure."},{"subject":"microsoft/cluster-api-provider-azurestackhci v1.2.1","predicate":"has matched term","object":"cluster","text":"microsoft/cluster-api-provider-azurestackhci v1.2.1 has matched term cluster."}]},"intelligence":{"signal_desk":"releases","answer":"Microsoft published microsoft/cluster-api-provider-azurestackhci v1.2.1 (microsoft/cluster-api-provider-azurestackhci). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine patch release of an infra provider. · v1.2.1 Repository: microsoft/cluster-api-provider-azurestackhci Tag: v1.2.1 Published: 2026-03-04T17:54:46Z Prerelease: no Release notes: What's Changed * Update Go.... onlylabs links this event to 1 captured evidence page and 6 related release signals. It also maps to Infrastructure in the data-business radar.","semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/cluster-api-provider-azurestackhci v1.2.1","text":"Microsoft released microsoft/cluster-api-provider-azurestackhci v1.2.1."},{"subject":"microsoft/cluster-api-provider-azurestackhci v1.2.1","predicate":"is classified as","object":"release signal","text":"microsoft/cluster-api-provider-azurestackhci v1.2.1 is classified as release signal."},{"subject":"microsoft/cluster-api-provider-azurestackhci v1.2.1","predicate":"belongs to","object":"releases desk","text":"microsoft/cluster-api-provider-azurestackhci v1.2.1 belongs to releases desk."},{"subject":"microsoft/cluster-api-provider-azurestackhci v1.2.1","predicate":"has context","object":"microsoft/cluster-api-provider-azurestackhci","text":"microsoft/cluster-api-provider-azurestackhci v1.2.1 has context microsoft/cluster-api-provider-azurestackhci."},{"subject":"microsoft/cluster-api-provider-azurestackhci v1.2.1","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/cluster-api-provider-azurestackhci v1.2.1 has evidence coverage 1 captured evidence page."},{"subject":"microsoft/cluster-api-provider-azurestackhci v1.2.1","predicate":"matches data-business lanes","object":"Infrastructure","text":"microsoft/cluster-api-provider-azurestackhci v1.2.1 matches data-business lanes Infrastructure."}]},"signal":{"id":"b2d0158a-c732-4508-932b-59bb388b7c0d","url":"https://onlylabs.fyi/signals/b2d0158a-c732-4508-932b-59bb388b7c0d","json_url":"https://onlylabs.fyi/signals/b2d0158a-c732-4508-932b-59bb388b7c0d/signal.json","source_url":"https://github.com/microsoft/cluster-api-provider-azurestackhci/releases/tag/v1.2.1","title":"microsoft/cluster-api-provider-azurestackhci v1.2.1","summary":"Microsoft published release notes. onlylabs watches releases for what actually shipped.","context":"microsoft/cluster-api-provider-azurestackhci","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-03-04T17:54:46+00:00","first_seen_at":"2026-06-21T07:00:30.879198+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/cluster-api-provider-azurestackhci/releases/tag/v1.2.1"]},"facets":{"repo":"microsoft/cluster-api-provider-azurestackhci"},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure"}],"score":13,"matched_terms":["cluster"],"reason":"Microsoft has a release signal matching infrastructure."}},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://github.com/microsoft/cluster-api-provider-azurestackhci/releases/tag/v1.2.1","final_url":"https://github.com/microsoft/cluster-api-provider-azurestackhci/releases/tag/v1.2.1","title":"microsoft/cluster-api-provider-azurestackhci v1.2.1","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-21T07:03:38.320328+00:00","bytes":2674,"raw_path":"f03f34f57a7875dd5dc9b85dad3c1fcb20afb7306540e9fe4183cd9edf3c6379.json","content_hash":"3f29980636f8dd3a4fba37c66e1aad061793252107d332fd9b6b852ecb100387","excerpt_chars":1200,"truncated":false,"excerpt":"v1.2.1 Repository: microsoft/cluster-api-provider-azurestackhci Tag: v1.2.1 Published: 2026-03-04T17:54:46Z Prerelease: no Release notes: What's Changed * Update Go version to 1.24.13 by @martiniadam in https://github.com/microsoft/cluster-api-provider-azurestackhci/pull/305 **Full Changelog**: https://github.com/microsoft/cluster-api-provider-azurestackhci/compare/v1.2.0...v1.2.1"},"evidence_pages":[],"related_signals":[{"id":"6ec2a927-3845-4050-9237-3a5163e090ea","url":"https://onlylabs.fyi/signals/6ec2a927-3845-4050-9237-3a5163e090ea","source_url":"https://github.com/microsoft/vscode-java-test/releases/tag/0.46.0","title":"microsoft/vscode-java-test 0.46.0","context":"microsoft/vscode-java-test","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T05:45:34+00:00","first_seen_at":"2026-06-26T07:00:34.382543+00:00","date_source":"source"},{"id":"4d12bc3c-ce5e-4930-a775-fba5de2844e4","url":"https://onlylabs.fyi/signals/4d12bc3c-ce5e-4930-a775-fba5de2844e4","source_url":"https://github.com/microsoft/vscode-maven/releases/tag/v0.45.3","title":"microsoft/vscode-maven v0.45.3","context":"microsoft/vscode-maven","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T02:49:42+00:00","first_seen_at":"2026-06-26T07:00:34.382543+00:00","date_source":"source"},{"id":"0e909e5d-fe1c-4256-83b4-ae992eb4ad4b","url":"https://onlylabs.fyi/signals/0e909e5d-fe1c-4256-83b4-ae992eb4ad4b","source_url":"https://github.com/microsoft/java-debug/releases/tag/0.53.2","title":"microsoft/java-debug 0.53.2","context":"microsoft/java-debug","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T02:49:41+00:00","first_seen_at":"2026-06-26T07:00:34.382543+00:00","date_source":"source"},{"id":"83fceda9-676d-4948-85f3-e9b17c7bc866","url":"https://onlylabs.fyi/signals/83fceda9-676d-4948-85f3-e9b17c7bc866","source_url":"https://github.com/microsoft/build-server-for-gradle/releases/tag/0.4.0","title":"microsoft/build-server-for-gradle 0.4.0","context":"microsoft/build-server-for-gradle","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T02:49:39+00:00","first_seen_at":"2026-06-26T07:00:34.382543+00:00","date_source":"source"},{"id":"879e2030-2dad-405d-91ca-abb1ded41f21","url":"https://onlylabs.fyi/signals/879e2030-2dad-405d-91ca-abb1ded41f21","source_url":"https://github.com/microsoft/fast/releases/tag/%40microsoft/fast-test-harness_v0.4.0","title":"microsoft/fast @microsoft/fast-test-harness_v0.4.0","context":"microsoft/fast","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-25T17:26:47+00:00","first_seen_at":"2026-06-26T07:00:34.382543+00:00","date_source":"source"},{"id":"37c6780f-e533-4cdb-a19b-298f0724db22","url":"https://onlylabs.fyi/signals/37c6780f-e533-4cdb-a19b-298f0724db22","source_url":"https://github.com/microsoft/fast/releases/tag/%40microsoft/fast-router_v1.0.0-alpha.31","title":"microsoft/fast @microsoft/fast-router_v1.0.0-alpha.31","context":"microsoft/fast","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-25T17:26:44+00:00","first_seen_at":"2026-06-26T07:00:34.382543+00:00","date_source":"source"}]}