{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Release: microsoft/amlFilesystem-lustre AMLFS_2.16.1-al3","description":"Microsoft release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/be1d3cf4-1775-4ecb-bbc3-0903b46819d9","json_url":"https://onlylabs.fyi/signals/be1d3cf4-1775-4ecb-bbc3-0903b46819d9/signal.json","generated_at":"2026-06-26T23:20:30.304Z","evidence_latest_fetched_at":"2026-06-13T07:01:55.504101+00:00","signal_first_seen_at":"2026-06-13T07:00:27.571701+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/be1d3cf4-1775-4ecb-bbc3-0903b46819d9","signal_json":"https://onlylabs.fyi/signals/be1d3cf4-1775-4ecb-bbc3-0903b46819d9/signal.json","source":"https://github.com/microsoft/amlFilesystem-lustre/releases/tag/AMLFS_2.16.1-al3","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/amlFilesystem-lustre AMLFS_2.16.1-al3 (microsoft/amlFilesystem-lustre). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine minor release of a storage filesystem. · AMLFS_2.16.1-al3 for Azure Linux 3 Repository: microsoft/amlFilesystem-lustre Tag: AMLFS_2.16.1-al3 Published: 2026-02-20T17:28:51Z Prerelease: no Release notes: 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/amlFilesystem-lustre/releases/tag/AMLFS_2.16.1-al3","source_host":"github.com","occurred_at":"2026-02-20T17:28:51+00:00","first_seen_at":"2026-06-13T07:00:27.571701+00:00","date_source":"source","context":"microsoft/amlFilesystem-lustre"},"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/amlFilesystem-lustre","source":"source"},{"label":"Release","value":"AMLFS_2.16.1-al3 for Azure Linux 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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/be1d3cf4-1775-4ecb-bbc3-0903b46819d9/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/amlFilesystem-lustre/releases/tag/AMLFS_2.16.1-al3","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/amlFilesystem-lustre AMLFS_2.16.1-al3\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/amlFilesystem-lustre AMLFS_2.16.1-al3","text":"Microsoft released microsoft/amlFilesystem-lustre AMLFS_2.16.1-al3."},{"subject":"microsoft/amlFilesystem-lustre AMLFS_2.16.1-al3","predicate":"is classified as","object":"release signal","text":"microsoft/amlFilesystem-lustre AMLFS_2.16.1-al3 is classified as release signal."},{"subject":"microsoft/amlFilesystem-lustre AMLFS_2.16.1-al3","predicate":"belongs to","object":"releases desk","text":"microsoft/amlFilesystem-lustre AMLFS_2.16.1-al3 belongs to releases desk."},{"subject":"microsoft/amlFilesystem-lustre AMLFS_2.16.1-al3","predicate":"has context","object":"microsoft/amlFilesystem-lustre","text":"microsoft/amlFilesystem-lustre AMLFS_2.16.1-al3 has context microsoft/amlFilesystem-lustre."},{"subject":"microsoft/amlFilesystem-lustre AMLFS_2.16.1-al3","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/amlFilesystem-lustre AMLFS_2.16.1-al3 has evidence coverage 1 captured evidence page."},{"subject":"microsoft/amlFilesystem-lustre AMLFS_2.16.1-al3","predicate":"has captured page count","object":"1","text":"microsoft/amlFilesystem-lustre AMLFS_2.16.1-al3 has captured page count 1."},{"subject":"microsoft/amlFilesystem-lustre AMLFS_2.16.1-al3","predicate":"has readable page count","object":"1","text":"microsoft/amlFilesystem-lustre AMLFS_2.16.1-al3 has readable page count 1."},{"subject":"microsoft/amlFilesystem-lustre AMLFS_2.16.1-al3","predicate":"has related signal count","object":"6","text":"microsoft/amlFilesystem-lustre AMLFS_2.16.1-al3 has related signal count 6."},{"subject":"microsoft/amlFilesystem-lustre AMLFS_2.16.1-al3","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/amlFilesystem-lustre AMLFS_2.16.1-al3 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"microsoft/amlFilesystem-lustre AMLFS_2.16.1-al3","predicate":"has source host","object":"github.com","text":"microsoft/amlFilesystem-lustre AMLFS_2.16.1-al3 has source host github.com."},{"subject":"microsoft/amlFilesystem-lustre AMLFS_2.16.1-al3","predicate":"has lab","object":"Microsoft","text":"microsoft/amlFilesystem-lustre AMLFS_2.16.1-al3 has lab Microsoft."},{"subject":"microsoft/amlFilesystem-lustre AMLFS_2.16.1-al3","predicate":"has signal desk","object":"releases","text":"microsoft/amlFilesystem-lustre AMLFS_2.16.1-al3 has signal desk releases."},{"subject":"microsoft/amlFilesystem-lustre AMLFS_2.16.1-al3","predicate":"has source 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This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine minor release of a storage filesystem. · AMLFS_2.16.1-al3 for Azure Linux 3 Repository: microsoft/amlFilesystem-lustre Tag: AMLFS_2.16.1-al3 Published: 2026-02-20T17:28:51Z Prerelease: no Release notes: Release.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/amlFilesystem-lustre AMLFS_2.16.1-al3","text":"Microsoft released microsoft/amlFilesystem-lustre AMLFS_2.16.1-al3."},{"subject":"microsoft/amlFilesystem-lustre AMLFS_2.16.1-al3","predicate":"is classified as","object":"release signal","text":"microsoft/amlFilesystem-lustre AMLFS_2.16.1-al3 is classified as release signal."},{"subject":"microsoft/amlFilesystem-lustre AMLFS_2.16.1-al3","predicate":"belongs to","object":"releases desk","text":"microsoft/amlFilesystem-lustre AMLFS_2.16.1-al3 belongs to releases desk."},{"subject":"microsoft/amlFilesystem-lustre AMLFS_2.16.1-al3","predicate":"has context","object":"microsoft/amlFilesystem-lustre","text":"microsoft/amlFilesystem-lustre AMLFS_2.16.1-al3 has context microsoft/amlFilesystem-lustre."},{"subject":"microsoft/amlFilesystem-lustre AMLFS_2.16.1-al3","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/amlFilesystem-lustre AMLFS_2.16.1-al3 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"be1d3cf4-1775-4ecb-bbc3-0903b46819d9","url":"https://onlylabs.fyi/signals/be1d3cf4-1775-4ecb-bbc3-0903b46819d9","json_url":"https://onlylabs.fyi/signals/be1d3cf4-1775-4ecb-bbc3-0903b46819d9/signal.json","source_url":"https://github.com/microsoft/amlFilesystem-lustre/releases/tag/AMLFS_2.16.1-al3","title":"microsoft/amlFilesystem-lustre AMLFS_2.16.1-al3","summary":"Microsoft published release notes. onlylabs watches releases for what actually shipped.","context":"microsoft/amlFilesystem-lustre","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-02-20T17:28:51+00:00","first_seen_at":"2026-06-13T07:00:27.571701+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/amlFilesystem-lustre/releases/tag/AMLFS_2.16.1-al3"]},"facets":{"repo":"microsoft/amlFilesystem-lustre"},"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/amlFilesystem-lustre/releases/tag/AMLFS_2.16.1-al3","final_url":"https://github.com/microsoft/amlFilesystem-lustre/releases/tag/AMLFS_2.16.1-al3","title":"microsoft/amlFilesystem-lustre AMLFS_2.16.1-al3","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-13T07:01:55.504101+00:00","bytes":6822,"raw_path":"4130a9eddf15a73f1ee1ec4ee55bda57dc8b90644c12494bd8a1744116dbe54b.json","content_hash":"d2e6c455d644c35987e111c0df0a1b7f4359f643e4ab07522ef44886d69590fe","excerpt_chars":1200,"truncated":true,"excerpt":"AMLFS_2.16.1-al3 for Azure Linux 3 Repository: microsoft/amlFilesystem-lustre Tag: AMLFS_2.16.1-al3 Published: 2026-02-20T17:28:51Z Prerelease: no Release notes: Release AMLFS_2.16.1-al3 for Azure Linux 3 https://learn.microsoft.com/en-us/azure/azure-managed-lustre/client-install?pivots=azurelinux-3 What’s new in this Azure Linux 3 specific release: - AMLFS client packages built on Lustre 2.16.1 - New operating system support: Azure Linux 3, 6.6 kernel support. - Trusted Launch–compatible client packages — AMLFS Lustre kernel modules and packages are signed and validated for use on Azure Linux 3 virtual machines with Trusted Launch and Secure Boot enabled. - Continued alignment with Azure Managed Lustre service validation and testing This release includes 21 commits since 2.16.1. Changes - Allow passing kver through to the makefile. ([bb0a0e1](https://github.com/microsoft/amlFilesystem-lustre/commit/bb0a0e1078a97c65095a14a6a2f2d3d7c4d46341)) - Make it possible to specify the value of the Release field for rpm packages. ([0a7aa0f](https://github.com/microsoft/amlFilesystem-lustre/commit/0a7aa0fd6c2a47b451bddf4497a0ead97848b082)) - Updates to get proper metadata into package names...."},"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"}]}