{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Release: microsoft/azure-pipelines-tasks v272","description":"Microsoft release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/c6002bb4-0bb0-466b-9bc7-1bcab8ceaa88","json_url":"https://onlylabs.fyi/signals/c6002bb4-0bb0-466b-9bc7-1bcab8ceaa88/signal.json","generated_at":"2026-06-11T03:35:43.19602+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/c6002bb4-0bb0-466b-9bc7-1bcab8ceaa88","signal_json":"https://onlylabs.fyi/signals/c6002bb4-0bb0-466b-9bc7-1bcab8ceaa88/signal.json","source":"https://github.com/microsoft/azure-pipelines-tasks/releases/tag/v272","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/azure-pipelines-tasks v272 (microsoft/azure-pipelines-tasks). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine tasks version update. · v272 Repository: microsoft/azure-pipelines-tasks Tag: v272 Published: 2026-03-31T06:58:22Z Prerelease: no Release notes: Sprint 272 AzureAppServiceManage (V0) - update.... 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/azure-pipelines-tasks/releases/tag/v272","source_host":"github.com","occurred_at":"2026-03-31T06:58:22+00:00","first_seen_at":"2026-06-08T07:01:04.198092+00:00","date_source":"source","context":"microsoft/azure-pipelines-tasks"},"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/azure-pipelines-tasks","source":"source"},{"label":"Release","value":"v272","source":"source"},{"label":"Notability","value":"Routine 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update.","source":"signal"}],"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/azure-pipelines-tasks/releases/tag/v272"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:35:43.19602+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/c6002bb4-0bb0-466b-9bc7-1bcab8ceaa88/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/c6002bb4-0bb0-466b-9bc7-1bcab8ceaa88/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/azure-pipelines-tasks/releases/tag/v272","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/azure-pipelines-tasks v272\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/azure-pipelines-tasks v272","text":"Microsoft released microsoft/azure-pipelines-tasks v272."},{"subject":"microsoft/azure-pipelines-tasks v272","predicate":"is classified as","object":"release signal","text":"microsoft/azure-pipelines-tasks v272 is classified as release signal."},{"subject":"microsoft/azure-pipelines-tasks v272","predicate":"belongs to","object":"releases desk","text":"microsoft/azure-pipelines-tasks v272 belongs to releases desk."},{"subject":"microsoft/azure-pipelines-tasks v272","predicate":"has context","object":"microsoft/azure-pipelines-tasks","text":"microsoft/azure-pipelines-tasks v272 has context microsoft/azure-pipelines-tasks."},{"subject":"microsoft/azure-pipelines-tasks v272","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/azure-pipelines-tasks v272 has evidence coverage 1 captured evidence page."},{"subject":"microsoft/azure-pipelines-tasks v272","predicate":"has captured page count","object":"1","text":"microsoft/azure-pipelines-tasks v272 has captured page count 1."},{"subject":"microsoft/azure-pipelines-tasks v272","predicate":"has readable page count","object":"1","text":"microsoft/azure-pipelines-tasks v272 has readable page count 1."},{"subject":"microsoft/azure-pipelines-tasks v272","predicate":"has related signal count","object":"6","text":"microsoft/azure-pipelines-tasks v272 has related signal count 6."},{"subject":"microsoft/azure-pipelines-tasks v272","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/azure-pipelines-tasks v272 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"microsoft/azure-pipelines-tasks v272","predicate":"has source host","object":"github.com","text":"microsoft/azure-pipelines-tasks v272 has source host github.com."},{"subject":"microsoft/azure-pipelines-tasks v272","predicate":"has lab","object":"Microsoft","text":"microsoft/azure-pipelines-tasks v272 has lab Microsoft."},{"subject":"microsoft/azure-pipelines-tasks v272","predicate":"has signal desk","object":"releases","text":"microsoft/azure-pipelines-tasks v272 has signal desk releases."},{"subject":"microsoft/azure-pipelines-tasks v272","predicate":"has source host","object":"github.com","text":"microsoft/azure-pipelines-tasks v272 has source host github.com."},{"subject":"microsoft/azure-pipelines-tasks v272","predicate":"has repository","object":"microsoft/azure-pipelines-tasks","text":"microsoft/azure-pipelines-tasks v272 has repository microsoft/azure-pipelines-tasks."},{"subject":"microsoft/azure-pipelines-tasks v272","predicate":"has release","object":"v272","text":"microsoft/azure-pipelines-tasks v272 has release v272."},{"subject":"microsoft/azure-pipelines-tasks v272","predicate":"has notability","object":"Routine tasks version update.","text":"microsoft/azure-pipelines-tasks v272 has notability Routine tasks version update.."}]},"intelligence":{"signal_desk":"releases","answer":"Microsoft published microsoft/azure-pipelines-tasks v272 (microsoft/azure-pipelines-tasks). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine tasks version update. · v272 Repository: microsoft/azure-pipelines-tasks Tag: v272 Published: 2026-03-31T06:58:22Z Prerelease: no Release notes: Sprint 272 AzureAppServiceManage (V0) - update.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/azure-pipelines-tasks v272","text":"Microsoft released microsoft/azure-pipelines-tasks v272."},{"subject":"microsoft/azure-pipelines-tasks v272","predicate":"is classified as","object":"release signal","text":"microsoft/azure-pipelines-tasks v272 is classified as release signal."},{"subject":"microsoft/azure-pipelines-tasks v272","predicate":"belongs to","object":"releases desk","text":"microsoft/azure-pipelines-tasks v272 belongs to releases desk."},{"subject":"microsoft/azure-pipelines-tasks v272","predicate":"has context","object":"microsoft/azure-pipelines-tasks","text":"microsoft/azure-pipelines-tasks v272 has context microsoft/azure-pipelines-tasks."},{"subject":"microsoft/azure-pipelines-tasks v272","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/azure-pipelines-tasks v272 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"c6002bb4-0bb0-466b-9bc7-1bcab8ceaa88","url":"https://onlylabs.fyi/signals/c6002bb4-0bb0-466b-9bc7-1bcab8ceaa88","json_url":"https://onlylabs.fyi/signals/c6002bb4-0bb0-466b-9bc7-1bcab8ceaa88/signal.json","source_url":"https://github.com/microsoft/azure-pipelines-tasks/releases/tag/v272","title":"microsoft/azure-pipelines-tasks v272","summary":"Microsoft published release notes. onlylabs watches releases for what actually shipped.","context":"microsoft/azure-pipelines-tasks","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-03-31T06:58:22+00:00","first_seen_at":"2026-06-08T07:01:04.198092+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/azure-pipelines-tasks/releases/tag/v272"]},"facets":{"repo":"microsoft/azure-pipelines-tasks"},"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/azure-pipelines-tasks/releases/tag/v272","final_url":"https://github.com/microsoft/azure-pipelines-tasks/releases/tag/v272","title":"microsoft/azure-pipelines-tasks v272","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:35:43.19602+00:00","bytes":5331,"raw_path":"b3a7e515ebce0bfee49df9ff62f240ba0acf9978e322e081d9b5114eb24f45bb.json","content_hash":"756ee4dcc92aeeea1e522b8993bc3cc62846f15c61667aff72b2f1e3d77574e7","excerpt_chars":1200,"truncated":true,"excerpt":"v272 Repository: microsoft/azure-pipelines-tasks Tag: v272 Published: 2026-03-31T06:58:22Z Prerelease: no Release notes: Sprint 272 AzureAppServiceManage (V0) - update task-lib and azure-arm-rest common package (#21942) (2026-03-27) AzureAppServiceSettings (V1) - update task-lib and azure-arm-rest common package (#21942) (2026-03-27) AzureCLI (V2) - Update task-lib version to 5.2.8 (#21941) (2026-03-27) AzureCLI (V3) - Update task-lib version to 5.2.8 (#21941) (2026-03-27) AzureFunctionApp (V1) - update task-lib and azure-arm-rest common package (#21942) (2026-03-27) AzureFunctionApp (V2) - update task-lib and azure-arm-rest common package (#21942) (2026-03-27) AzureFunctionAppContainer (V1) - update task-lib and azure-arm-rest common package (#21942) (2026-03-27) AzureKeyVault (V2) - Update task-lib version to 5.2.8 (#21941) (2026-03-27) AzurePowerShell (V4) - Update task-lib version to 5.2.8 (#21941) (2026-03-27) AzurePowerShell (V5) - Update task-lib version to 5.2.8 (#21941) (2026-03-27) AzureResourceGroupDeployment (V2) - update task-lib and azure-arm-rest common package (#21942) (2026-03-27) AzureResourceManagerTemplateDeployment (V3) - 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