{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Release: microsoft/aspire v13.4.4-release","description":"Microsoft release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/88c9314f-90c1-4b23-b318-77250e6ffafc","json_url":"https://onlylabs.fyi/signals/88c9314f-90c1-4b23-b318-77250e6ffafc/signal.json","generated_at":"2026-06-15T11:46:16.801Z","evidence_latest_fetched_at":"2026-06-15T07:04:16.543352+00:00","signal_first_seen_at":"2026-06-15T07:00:32.094069+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/88c9314f-90c1-4b23-b318-77250e6ffafc","signal_json":"https://onlylabs.fyi/signals/88c9314f-90c1-4b23-b318-77250e6ffafc/signal.json","source":"https://github.com/microsoft/aspire/releases/tag/v13.4.4-release","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/aspire v13.4.4-release (microsoft/aspire). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine patch release of Microsoft Aspire, not AI model. · Aspire 13.4.4 Repository: microsoft/aspire Tag: v13.4.4-release Published: 2026-06-15T06:12:23Z Prerelease: no Release notes: What's New in Aspire 13.4.4 Patch release.... 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/aspire/releases/tag/v13.4.4-release","source_host":"github.com","occurred_at":"2026-06-15T06:12:23+00:00","first_seen_at":"2026-06-15T07:00:32.094069+00:00","date_source":"source","context":"microsoft/aspire"},"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/aspire","source":"source"},{"label":"Release","value":"Aspire 13.4.4","source":"source"},{"label":"Notability","value":"Routine patch release of Microsoft Aspire, not AI model.","source":"signal"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Agents and tool 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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/88c9314f-90c1-4b23-b318-77250e6ffafc/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/aspire/releases/tag/v13.4.4-release","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/aspire v13.4.4-release\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/aspire v13.4.4-release","text":"Microsoft released microsoft/aspire v13.4.4-release."},{"subject":"microsoft/aspire v13.4.4-release","predicate":"is classified as","object":"release signal","text":"microsoft/aspire v13.4.4-release is classified as release signal."},{"subject":"microsoft/aspire v13.4.4-release","predicate":"belongs to","object":"releases desk","text":"microsoft/aspire v13.4.4-release belongs to releases desk."},{"subject":"microsoft/aspire v13.4.4-release","predicate":"has context","object":"microsoft/aspire","text":"microsoft/aspire v13.4.4-release has context microsoft/aspire."},{"subject":"microsoft/aspire v13.4.4-release","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/aspire v13.4.4-release has evidence coverage 1 captured evidence page."},{"subject":"microsoft/aspire v13.4.4-release","predicate":"has captured page count","object":"1","text":"microsoft/aspire v13.4.4-release has captured page count 1."},{"subject":"microsoft/aspire v13.4.4-release","predicate":"has readable page count","object":"1","text":"microsoft/aspire v13.4.4-release has readable page count 1."},{"subject":"microsoft/aspire v13.4.4-release","predicate":"has related signal count","object":"6","text":"microsoft/aspire v13.4.4-release has related signal count 6."},{"subject":"microsoft/aspire v13.4.4-release","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/aspire v13.4.4-release has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"microsoft/aspire v13.4.4-release","predicate":"has source host","object":"github.com","text":"microsoft/aspire v13.4.4-release has source host github.com."},{"subject":"microsoft/aspire v13.4.4-release","predicate":"has lab","object":"Microsoft","text":"microsoft/aspire v13.4.4-release has lab Microsoft."},{"subject":"microsoft/aspire v13.4.4-release","predicate":"has signal desk","object":"releases","text":"microsoft/aspire v13.4.4-release has signal desk releases."},{"subject":"microsoft/aspire v13.4.4-release","predicate":"has source host","object":"github.com","text":"microsoft/aspire v13.4.4-release has source host github.com."},{"subject":"microsoft/aspire v13.4.4-release","predicate":"has repository","object":"microsoft/aspire","text":"microsoft/aspire v13.4.4-release has repository microsoft/aspire."},{"subject":"microsoft/aspire v13.4.4-release","predicate":"has release","object":"Aspire 13.4.4","text":"microsoft/aspire v13.4.4-release has release Aspire 13.4.4."},{"subject":"microsoft/aspire v13.4.4-release","predicate":"has notability","object":"Routine patch release of Microsoft Aspire, not AI model.","text":"microsoft/aspire v13.4.4-release has notability Routine patch release of Microsoft Aspire, not AI model.."},{"subject":"microsoft/aspire v13.4.4-release","predicate":"has watch term","object":"Infrastructure","text":"microsoft/aspire v13.4.4-release has watch term Infrastructure."},{"subject":"microsoft/aspire v13.4.4-release","predicate":"has watch term","object":"Agents and tool use","text":"microsoft/aspire v13.4.4-release has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"releases","answer":"Microsoft published microsoft/aspire v13.4.4-release (microsoft/aspire). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine patch release of Microsoft Aspire, not AI model. · Aspire 13.4.4 Repository: microsoft/aspire Tag: v13.4.4-release Published: 2026-06-15T06:12:23Z Prerelease: no Release notes: What's New in Aspire 13.4.4 Patch release.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/aspire v13.4.4-release","text":"Microsoft released microsoft/aspire v13.4.4-release."},{"subject":"microsoft/aspire v13.4.4-release","predicate":"is classified as","object":"release signal","text":"microsoft/aspire v13.4.4-release is classified as release signal."},{"subject":"microsoft/aspire v13.4.4-release","predicate":"belongs to","object":"releases desk","text":"microsoft/aspire v13.4.4-release belongs to releases desk."},{"subject":"microsoft/aspire v13.4.4-release","predicate":"has context","object":"microsoft/aspire","text":"microsoft/aspire v13.4.4-release has context microsoft/aspire."},{"subject":"microsoft/aspire v13.4.4-release","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/aspire v13.4.4-release has evidence coverage 1 captured evidence page."}]},"signal":{"id":"88c9314f-90c1-4b23-b318-77250e6ffafc","url":"https://onlylabs.fyi/signals/88c9314f-90c1-4b23-b318-77250e6ffafc","json_url":"https://onlylabs.fyi/signals/88c9314f-90c1-4b23-b318-77250e6ffafc/signal.json","source_url":"https://github.com/microsoft/aspire/releases/tag/v13.4.4-release","title":"microsoft/aspire v13.4.4-release","summary":"Microsoft published release notes. onlylabs watches releases for what actually shipped.","context":"microsoft/aspire","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-15T06:12:23+00:00","first_seen_at":"2026-06-15T07:00:32.094069+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/aspire/releases/tag/v13.4.4-release"]},"facets":{"repo":"microsoft/aspire"},"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/aspire/releases/tag/v13.4.4-release","final_url":"https://github.com/microsoft/aspire/releases/tag/v13.4.4-release","title":"microsoft/aspire v13.4.4-release","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-15T07:04:16.543352+00:00","bytes":28870,"raw_path":"c6be77ca9c171e49b7c7de43af13629d666f0eee3a5bebdb5ed14f1f3830de6f.json","content_hash":"895cf59c3328cf7f81f62e5a72494d873427e24bafe31f75ee02ee29542dfaa0","excerpt_chars":1200,"truncated":true,"excerpt":"Aspire 13.4.4 Repository: microsoft/aspire Tag: v13.4.4-release Published: 2026-06-15T06:12:23Z Prerelease: no Release notes: What's New in Aspire 13.4.4 Patch release for Aspire 13.4 with improved DCP connection reliability during request execution and consistent `ExcludeFromMcp()` filtering across all CLI MCP tools. 🐛 Fixes * 🔌 **DCP requests could fail permanently when the connection dropped mid-request** — If the underlying DCP channel closed while a request was in flight, the error was surfaced directly instead of being retried. Reconnection is now attempted as part of the DCP request retry path so transient disconnections recover automatically without surfacing errors. ([#18096](https://github.com/microsoft/aspire/pull/18096), `@karolz-ms`) * 🔍 **Resources marked with `ExcludeFromMcp()` were not consistently filtered from CLI MCP tools** — Resources with the `resource.excludeFromMcp` property were not excluded uniformly from all CLI MCP tool results. `list_resources`, `list_console_logs`, `execute_resource_command`, `list_structured_logs`, `list_traces`, and `list_trace_structured_logs` all now honor the exclusion, preventing excluded resources and their telemetry from..."},"evidence_pages":[],"related_signals":[{"id":"64059b44-6b88-43a7-89d3-0f95929b4120","url":"https://onlylabs.fyi/signals/64059b44-6b88-43a7-89d3-0f95929b4120","source_url":"https://github.com/microsoft/CsWin32/releases/tag/v0.3.296","title":"microsoft/CsWin32 v0.3.296","context":"microsoft/CsWin32","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-15T04:44:35+00:00","first_seen_at":"2026-06-15T07:00:32.094069+00:00","date_source":"source"},{"id":"175476e0-dd06-4b1c-b154-6fa96e222d45","url":"https://onlylabs.fyi/signals/175476e0-dd06-4b1c-b154-6fa96e222d45","source_url":"https://github.com/microsoft/mxc/releases/tag/v0.7.0-rc1","title":"microsoft/mxc v0.7.0-rc1","context":"microsoft/mxc","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-13T06:11:51+00:00","first_seen_at":"2026-06-13T07:00:27.571701+00:00","date_source":"source"},{"id":"7d80e4fe-3c0f-4a90-98f8-dc02802d70ea","url":"https://onlylabs.fyi/signals/7d80e4fe-3c0f-4a90-98f8-dc02802d70ea","source_url":"https://github.com/microsoft/vscode-chat-customizations-evaluation/releases/tag/v1.1.2026061303","title":"microsoft/vscode-chat-customizations-evaluation v1.1.2026061303","context":"microsoft/vscode-chat-customizations-evaluation","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-13T03:28:04+00:00","first_seen_at":"2026-06-13T07:00:27.571701+00:00","date_source":"source"},{"id":"7862906a-9b9b-425b-9833-96e06b9d16aa","url":"https://onlylabs.fyi/signals/7862906a-9b9b-425b-9833-96e06b9d16aa","source_url":"https://github.com/microsoft/dbt-fabricspark/releases/tag/v1.12.5","title":"microsoft/dbt-fabricspark v1.12.5","context":"microsoft/dbt-fabricspark","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-13T02:57:36+00:00","first_seen_at":"2026-06-13T07:00:27.571701+00:00","date_source":"source"},{"id":"65833eaa-f310-4d73-b34b-16fc1406e7aa","url":"https://onlylabs.fyi/signals/65833eaa-f310-4d73-b34b-16fc1406e7aa","source_url":"https://github.com/microsoft/healthcare-shared-components/releases/tag/v11.0.108","title":"microsoft/healthcare-shared-components v11.0.108","context":"microsoft/healthcare-shared-components","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-13T02:14:13+00:00","first_seen_at":"2026-06-13T07:00:27.571701+00:00","date_source":"source"},{"id":"f825fa4f-edba-46a5-aa64-4d3885668d98","url":"https://onlylabs.fyi/signals/f825fa4f-edba-46a5-aa64-4d3885668d98","source_url":"https://github.com/microsoft/healthcare-shared-components/releases/tag/v11.0.107","title":"microsoft/healthcare-shared-components v11.0.107","context":"microsoft/healthcare-shared-components","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-13T02:04:26+00:00","first_seen_at":"2026-06-13T07:00:27.571701+00:00","date_source":"source"}]}