{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Release: microsoft/garnet v2.0.1-beta.3","description":"Microsoft release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/3797de16-e705-4234-b478-5dc4da0a3ed0","json_url":"https://onlylabs.fyi/signals/3797de16-e705-4234-b478-5dc4da0a3ed0/signal.json","generated_at":"2026-06-10T09:21:56.323995+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/3797de16-e705-4234-b478-5dc4da0a3ed0","signal_json":"https://onlylabs.fyi/signals/3797de16-e705-4234-b478-5dc4da0a3ed0/signal.json","source":"https://github.com/microsoft/garnet/releases/tag/v2.0.1-beta.3","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/garnet v2.0.1-beta.3 (microsoft/garnet). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Microsoft's remote cache-store, a faster Redis alternative. · Garnet PREVIEW v2.0.1-beta.3 Repository: microsoft/garnet Tag: v2.0.1-beta.3 Published: 2026-06-09T17:56:41Z Prerelease: yes Release notes: Get NuGet binaries at: *.... 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/garnet/releases/tag/v2.0.1-beta.3","source_host":"github.com","occurred_at":"2026-06-09T17:56:41+00:00","first_seen_at":"2026-06-10T07:01:24.979549+00:00","date_source":"source","context":"microsoft/garnet"},"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/garnet","source":"source"},{"label":"Release","value":"Garnet PREVIEW v2.0.1-beta.3","source":"source"},{"label":"Context","value":"Microsoft's remote cache-store, a faster Redis alternative.","source":"signal"},{"label":"Notability","value":"Minor beta patch release.","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","source":"evidence"},{"label":"Watch term","value":"Agents and tool use","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/garnet/releases/tag/v2.0.1-beta.3"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-10T09:21:56.323995+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/3797de16-e705-4234-b478-5dc4da0a3ed0/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/3797de16-e705-4234-b478-5dc4da0a3ed0/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/garnet/releases/tag/v2.0.1-beta.3","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/garnet v2.0.1-beta.3\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/garnet v2.0.1-beta.3","text":"Microsoft released microsoft/garnet v2.0.1-beta.3."},{"subject":"microsoft/garnet v2.0.1-beta.3","predicate":"is classified as","object":"release signal","text":"microsoft/garnet v2.0.1-beta.3 is classified as release signal."},{"subject":"microsoft/garnet v2.0.1-beta.3","predicate":"belongs to","object":"releases desk","text":"microsoft/garnet v2.0.1-beta.3 belongs to releases desk."},{"subject":"microsoft/garnet v2.0.1-beta.3","predicate":"has context","object":"microsoft/garnet","text":"microsoft/garnet v2.0.1-beta.3 has context microsoft/garnet."},{"subject":"microsoft/garnet v2.0.1-beta.3","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/garnet v2.0.1-beta.3 has evidence coverage 1 captured evidence page."},{"subject":"microsoft/garnet v2.0.1-beta.3","predicate":"has captured page count","object":"1","text":"microsoft/garnet v2.0.1-beta.3 has captured page count 1."},{"subject":"microsoft/garnet v2.0.1-beta.3","predicate":"has readable page count","object":"1","text":"microsoft/garnet v2.0.1-beta.3 has readable page count 1."},{"subject":"microsoft/garnet v2.0.1-beta.3","predicate":"has related signal count","object":"6","text":"microsoft/garnet v2.0.1-beta.3 has related signal count 6."},{"subject":"microsoft/garnet v2.0.1-beta.3","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/garnet v2.0.1-beta.3 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"microsoft/garnet v2.0.1-beta.3","predicate":"has source host","object":"github.com","text":"microsoft/garnet v2.0.1-beta.3 has source host github.com."},{"subject":"microsoft/garnet v2.0.1-beta.3","predicate":"has lab","object":"Microsoft","text":"microsoft/garnet v2.0.1-beta.3 has lab Microsoft."},{"subject":"microsoft/garnet v2.0.1-beta.3","predicate":"has signal desk","object":"releases","text":"microsoft/garnet v2.0.1-beta.3 has signal desk releases."},{"subject":"microsoft/garnet v2.0.1-beta.3","predicate":"has source host","object":"github.com","text":"microsoft/garnet v2.0.1-beta.3 has source host github.com."},{"subject":"microsoft/garnet v2.0.1-beta.3","predicate":"has repository","object":"microsoft/garnet","text":"microsoft/garnet v2.0.1-beta.3 has repository microsoft/garnet."},{"subject":"microsoft/garnet v2.0.1-beta.3","predicate":"has release","object":"Garnet PREVIEW v2.0.1-beta.3","text":"microsoft/garnet v2.0.1-beta.3 has release Garnet PREVIEW v2.0.1-beta.3."},{"subject":"microsoft/garnet v2.0.1-beta.3","predicate":"has context","object":"Microsoft's remote cache-store, a faster Redis alternative.","text":"microsoft/garnet v2.0.1-beta.3 has context Microsoft's remote cache-store, a faster Redis alternative.."},{"subject":"microsoft/garnet v2.0.1-beta.3","predicate":"has notability","object":"Minor beta patch release.","text":"microsoft/garnet v2.0.1-beta.3 has notability Minor beta patch release.."},{"subject":"microsoft/garnet v2.0.1-beta.3","predicate":"has watch term","object":"Eval methodology","text":"microsoft/garnet v2.0.1-beta.3 has watch term Eval methodology."}]},"intelligence":{"signal_desk":"releases","answer":"Microsoft published microsoft/garnet v2.0.1-beta.3 (microsoft/garnet). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Microsoft's remote cache-store, a faster Redis alternative. · Garnet PREVIEW v2.0.1-beta.3 Repository: microsoft/garnet Tag: v2.0.1-beta.3 Published: 2026-06-09T17:56:41Z Prerelease: yes Release notes: Get NuGet binaries at: *.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/garnet v2.0.1-beta.3","text":"Microsoft released microsoft/garnet v2.0.1-beta.3."},{"subject":"microsoft/garnet v2.0.1-beta.3","predicate":"is classified as","object":"release signal","text":"microsoft/garnet v2.0.1-beta.3 is classified as release signal."},{"subject":"microsoft/garnet v2.0.1-beta.3","predicate":"belongs to","object":"releases desk","text":"microsoft/garnet v2.0.1-beta.3 belongs to releases desk."},{"subject":"microsoft/garnet v2.0.1-beta.3","predicate":"has context","object":"microsoft/garnet","text":"microsoft/garnet v2.0.1-beta.3 has context microsoft/garnet."},{"subject":"microsoft/garnet v2.0.1-beta.3","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/garnet v2.0.1-beta.3 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"3797de16-e705-4234-b478-5dc4da0a3ed0","url":"https://onlylabs.fyi/signals/3797de16-e705-4234-b478-5dc4da0a3ed0","json_url":"https://onlylabs.fyi/signals/3797de16-e705-4234-b478-5dc4da0a3ed0/signal.json","source_url":"https://github.com/microsoft/garnet/releases/tag/v2.0.1-beta.3","title":"microsoft/garnet v2.0.1-beta.3","summary":"Microsoft published release notes. onlylabs watches releases for what actually shipped.","context":"microsoft/garnet","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-09T17:56:41+00:00","first_seen_at":"2026-06-10T07:01:24.979549+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/garnet/releases/tag/v2.0.1-beta.3"]},"facets":{"repo":"microsoft/garnet"},"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/garnet/releases/tag/v2.0.1-beta.3","final_url":"https://github.com/microsoft/garnet/releases/tag/v2.0.1-beta.3","title":"microsoft/garnet v2.0.1-beta.3","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-10T09:21:56.323995+00:00","bytes":36367,"raw_path":"ecef51576991657370ba42a3d11ed4bfd4aa9aa586c2f43323ca551ccd430640.json","content_hash":"c2788568551bb75484ff159dfa10df193603fed44f017f32510ca3fdc7b52811","excerpt_chars":1200,"truncated":true,"excerpt":"Garnet PREVIEW v2.0.1-beta.3 Repository: microsoft/garnet Tag: v2.0.1-beta.3 Published: 2026-06-09T17:56:41Z Prerelease: yes Release notes: Get NuGet binaries at: * Library: https://www.nuget.org/packages/Microsoft.Garnet * Tool: https://www.nuget.org/packages/garnet-server More information at: * https://microsoft.github.io/garnet * https://github.com/microsoft/garnet * https://www.microsoft.com/en-us/research/project/garnet Changes: * 0d19ffc9753fa78c23faec1def88962ace7a9575 Bump version to 2.0.1-beta.3 (#1866) * 20fec5a1bbb50329c209faccebb3998efc0bd080 Cache DateTime.UtcNow in AAD authenticator hot path (#1855) [ #1859 ] * c586d517f2e5af7d811c808f049d9f3642ac5ee7 More IO optimization (#1854) * ade916b6f0d1e71cc0d57b47a250813d969daedc Bugfix: MurmurHash3: 1) wrong suffixLen; 2) should cast to ulong before shift (#1864) * c0a07db76b9b8e7016c140bfeebcbf1b85b3a21f Fix large string handling in CLUSTER|NODES and CLUSTER|SHARDS (#1858) [ #1781 ] * c5ec666750874bd50179256c35f8e9ad18286f1e Add AAD as a first-class OperationParams variant in BDN benchmarks (#1859) * e410f859ad03e00d741887c38f6b47c087fd7a28 Fix VSIM COUNT when FILTER is set (#1856) *..."},"evidence_pages":[{"url":"https://github.com/microsoft/garnet/releases/tag/v2.0.1-beta.3","final_url":"https://github.com/microsoft/garnet/releases/tag/v2.0.1-beta.3","title":"microsoft/garnet v2.0.1-beta.3","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-10T09:21:56.323995+00:00","bytes":36367,"raw_path":"ecef51576991657370ba42a3d11ed4bfd4aa9aa586c2f43323ca551ccd430640.json","content_hash":"c2788568551bb75484ff159dfa10df193603fed44f017f32510ca3fdc7b52811","excerpt_chars":1200,"truncated":true,"excerpt":"Garnet PREVIEW v2.0.1-beta.3 Repository: microsoft/garnet Tag: v2.0.1-beta.3 Published: 2026-06-09T17:56:41Z Prerelease: yes Release notes: Get NuGet binaries at: * Library: https://www.nuget.org/packages/Microsoft.Garnet * Tool: https://www.nuget.org/packages/garnet-server More information at: * https://microsoft.github.io/garnet * https://github.com/microsoft/garnet * https://www.microsoft.com/en-us/research/project/garnet Changes: * 0d19ffc9753fa78c23faec1def88962ace7a9575 Bump version to 2.0.1-beta.3 (#1866) * 20fec5a1bbb50329c209faccebb3998efc0bd080 Cache DateTime.UtcNow in AAD authenticator hot path (#1855) [ #1859 ] * c586d517f2e5af7d811c808f049d9f3642ac5ee7 More IO optimization (#1854) * ade916b6f0d1e71cc0d57b47a250813d969daedc Bugfix: MurmurHash3: 1) wrong suffixLen; 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