{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Release: microsoft/garnet v2.0.0-beta.7","description":"Microsoft release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/20d90447-e8cd-48f3-b2a4-2ba390abd672","json_url":"https://onlylabs.fyi/signals/20d90447-e8cd-48f3-b2a4-2ba390abd672/signal.json","generated_at":"2026-06-11T03:43:24.58652+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/20d90447-e8cd-48f3-b2a4-2ba390abd672","signal_json":"https://onlylabs.fyi/signals/20d90447-e8cd-48f3-b2a4-2ba390abd672/signal.json","source":"https://github.com/microsoft/garnet/releases/tag/v2.0.0-beta.7","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 v2.0.0-beta.7 (microsoft/garnet). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine beta release of a cache store · Garnet PREVIEW v2.0.0-beta.7 Repository: microsoft/garnet Tag: v2.0.0-beta.7 Published: 2026-05-27T19:30:38Z 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/v2.0.0-beta.7","source_host":"github.com","occurred_at":"2026-05-27T19:30:38+00:00","first_seen_at":"2026-06-06T01:49:41.740219+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 v2.0.0-beta.7","source":"source"},{"label":"Notability","value":"Routine beta release of a cache store","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/v2.0.0-beta.7"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:43:24.58652+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/20d90447-e8cd-48f3-b2a4-2ba390abd672/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/20d90447-e8cd-48f3-b2a4-2ba390abd672/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/garnet/releases/tag/v2.0.0-beta.7","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 v2.0.0-beta.7\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/garnet v2.0.0-beta.7","text":"Microsoft released microsoft/garnet v2.0.0-beta.7."},{"subject":"microsoft/garnet v2.0.0-beta.7","predicate":"is classified as","object":"release signal","text":"microsoft/garnet v2.0.0-beta.7 is classified as release signal."},{"subject":"microsoft/garnet v2.0.0-beta.7","predicate":"belongs to","object":"releases desk","text":"microsoft/garnet v2.0.0-beta.7 belongs to releases desk."},{"subject":"microsoft/garnet v2.0.0-beta.7","predicate":"has context","object":"microsoft/garnet","text":"microsoft/garnet v2.0.0-beta.7 has context microsoft/garnet."},{"subject":"microsoft/garnet v2.0.0-beta.7","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/garnet v2.0.0-beta.7 has evidence coverage 1 captured evidence page."},{"subject":"microsoft/garnet v2.0.0-beta.7","predicate":"has captured page count","object":"1","text":"microsoft/garnet v2.0.0-beta.7 has captured page count 1."},{"subject":"microsoft/garnet v2.0.0-beta.7","predicate":"has readable page count","object":"1","text":"microsoft/garnet v2.0.0-beta.7 has readable page count 1."},{"subject":"microsoft/garnet v2.0.0-beta.7","predicate":"has related signal count","object":"6","text":"microsoft/garnet v2.0.0-beta.7 has related signal count 6."},{"subject":"microsoft/garnet v2.0.0-beta.7","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 v2.0.0-beta.7 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 v2.0.0-beta.7","predicate":"has source host","object":"github.com","text":"microsoft/garnet v2.0.0-beta.7 has source host github.com."},{"subject":"microsoft/garnet v2.0.0-beta.7","predicate":"has lab","object":"Microsoft","text":"microsoft/garnet v2.0.0-beta.7 has lab Microsoft."},{"subject":"microsoft/garnet v2.0.0-beta.7","predicate":"has signal desk","object":"releases","text":"microsoft/garnet v2.0.0-beta.7 has signal desk releases."},{"subject":"microsoft/garnet v2.0.0-beta.7","predicate":"has source host","object":"github.com","text":"microsoft/garnet v2.0.0-beta.7 has source host github.com."},{"subject":"microsoft/garnet v2.0.0-beta.7","predicate":"has repository","object":"microsoft/garnet","text":"microsoft/garnet v2.0.0-beta.7 has repository microsoft/garnet."},{"subject":"microsoft/garnet v2.0.0-beta.7","predicate":"has release","object":"Garnet PREVIEW v2.0.0-beta.7","text":"microsoft/garnet v2.0.0-beta.7 has release Garnet PREVIEW v2.0.0-beta.7."},{"subject":"microsoft/garnet v2.0.0-beta.7","predicate":"has notability","object":"Routine beta release of a cache store","text":"microsoft/garnet v2.0.0-beta.7 has notability Routine beta release of a cache store."},{"subject":"microsoft/garnet v2.0.0-beta.7","predicate":"has watch term","object":"Eval methodology","text":"microsoft/garnet v2.0.0-beta.7 has watch term Eval methodology."},{"subject":"microsoft/garnet v2.0.0-beta.7","predicate":"has watch term","object":"Infrastructure","text":"microsoft/garnet v2.0.0-beta.7 has watch term Infrastructure."}]},"intelligence":{"signal_desk":"releases","answer":"Microsoft published microsoft/garnet v2.0.0-beta.7 (microsoft/garnet). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine beta release of a cache store · Garnet PREVIEW v2.0.0-beta.7 Repository: microsoft/garnet Tag: v2.0.0-beta.7 Published: 2026-05-27T19:30:38Z 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 v2.0.0-beta.7","text":"Microsoft released microsoft/garnet v2.0.0-beta.7."},{"subject":"microsoft/garnet v2.0.0-beta.7","predicate":"is classified as","object":"release signal","text":"microsoft/garnet v2.0.0-beta.7 is classified as release signal."},{"subject":"microsoft/garnet v2.0.0-beta.7","predicate":"belongs to","object":"releases desk","text":"microsoft/garnet v2.0.0-beta.7 belongs to releases desk."},{"subject":"microsoft/garnet v2.0.0-beta.7","predicate":"has context","object":"microsoft/garnet","text":"microsoft/garnet v2.0.0-beta.7 has context microsoft/garnet."},{"subject":"microsoft/garnet v2.0.0-beta.7","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/garnet v2.0.0-beta.7 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"20d90447-e8cd-48f3-b2a4-2ba390abd672","url":"https://onlylabs.fyi/signals/20d90447-e8cd-48f3-b2a4-2ba390abd672","json_url":"https://onlylabs.fyi/signals/20d90447-e8cd-48f3-b2a4-2ba390abd672/signal.json","source_url":"https://github.com/microsoft/garnet/releases/tag/v2.0.0-beta.7","title":"microsoft/garnet v2.0.0-beta.7","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":"2026-05-27T19:30:38+00:00","first_seen_at":"2026-06-06T01:49:41.740219+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/v2.0.0-beta.7"]},"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/v2.0.0-beta.7","final_url":"https://github.com/microsoft/garnet/releases/tag/v2.0.0-beta.7","title":"microsoft/garnet v2.0.0-beta.7","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:43:24.58652+00:00","bytes":33531,"raw_path":"7db9e0e99e75a5afdaff56d89bc178d0ef2fc33d8820bd7249980c3d4aa30d1a.json","content_hash":"4145d828e14a4caada7b3186dbb3285af253e90df071f88bab220513352cda1d","excerpt_chars":1200,"truncated":true,"excerpt":"Garnet PREVIEW v2.0.0-beta.7 Repository: microsoft/garnet Tag: v2.0.0-beta.7 Published: 2026-05-27T19:30:38Z 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: * 180f4e69817c18b2f7ec16072b51cd98f1d91e1c Set IsReplicating on APPENDLOG init handshake to prevent idle resync loop (#1828) * 4559e8971695e20af7f2616514c59a92cc2991a6 Use bulk string response for VGETATTR (#1830) * d16a93fceecd3bb9ba1876f04700510061a6a10e AOF: Use log addresses for single-physical-log mode and add transaction acquire-barrier (#1803) * 4d85ab5bcdf528bbdc576d2073b93eb1580af1d6 Add KV.benchmark: lean Tsavorite KV throughput benchmark (#1823) * a658d2a6798419678fa8ae2419a7986785b518a2 Add NotFound callback to CustomRawStringFunctions and CustomObjectFunctions (#1820) * 42051c1f26006711f8752ff9155b379fbad04162 Bump DiskANN to 1.0.27, bump version to 2.0.0-beta.6 (#1813) * 808e438d25f38ee957e4474eac914947c2da13b0 Cleanup VectorSet TODOs..."},"evidence_pages":[{"url":"https://github.com/microsoft/garnet/releases/tag/v2.0.0-beta.7","final_url":"https://github.com/microsoft/garnet/releases/tag/v2.0.0-beta.7","title":"microsoft/garnet v2.0.0-beta.7","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:43:24.58652+00:00","bytes":33531,"raw_path":"7db9e0e99e75a5afdaff56d89bc178d0ef2fc33d8820bd7249980c3d4aa30d1a.json","content_hash":"4145d828e14a4caada7b3186dbb3285af253e90df071f88bab220513352cda1d","excerpt_chars":1200,"truncated":true,"excerpt":"Garnet PREVIEW v2.0.0-beta.7 Repository: microsoft/garnet Tag: v2.0.0-beta.7 Published: 2026-05-27T19:30:38Z 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: * 180f4e69817c18b2f7ec16072b51cd98f1d91e1c Set IsReplicating on APPENDLOG init handshake to prevent idle resync loop (#1828) * 4559e8971695e20af7f2616514c59a92cc2991a6 Use bulk string response for VGETATTR (#1830) * d16a93fceecd3bb9ba1876f04700510061a6a10e AOF: Use log addresses for single-physical-log mode and add transaction acquire-barrier (#1803) * 4d85ab5bcdf528bbdc576d2073b93eb1580af1d6 Add KV.benchmark: lean Tsavorite KV throughput benchmark (#1823) * a658d2a6798419678fa8ae2419a7986785b518a2 Add NotFound callback to CustomRawStringFunctions and CustomObjectFunctions (#1820) * 42051c1f26006711f8752ff9155b379fbad04162 Bump DiskANN to 1.0.27, bump version to 2.0.0-beta.6 (#1813) * 808e438d25f38ee957e4474eac914947c2da13b0 Cleanup VectorSet TODOs..."}],"related_signals":[{"id":"432f6193-5e4c-4f16-bbe0-6a87ef01916f","url":"https://onlylabs.fyi/signals/432f6193-5e4c-4f16-bbe0-6a87ef01916f","source_url":"https://github.com/microsoft/accessibility-insights-web/releases/tag/web%402.47.0","title":"microsoft/accessibility-insights-web web@2.47.0","context":"microsoft/accessibility-insights-web","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-11T06:37:28+00:00","first_seen_at":"2026-06-11T07:01:13.026392+00:00","date_source":"source"},{"id":"afc38512-1630-4041-9fb3-39414d8d2b0a","url":"https://onlylabs.fyi/signals/afc38512-1630-4041-9fb3-39414d8d2b0a","source_url":"https://github.com/microsoft/content-processing-solution-accelerator/releases/tag/v2.1.1","title":"microsoft/content-processing-solution-accelerator v2.1.1","context":"microsoft/content-processing-solution-accelerator","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-11T06:06:46+00:00","first_seen_at":"2026-06-11T07:01:13.026392+00:00","date_source":"source"},{"id":"5271de48-ab99-4310-8d2c-174188866071","url":"https://onlylabs.fyi/signals/5271de48-ab99-4310-8d2c-174188866071","source_url":"https://github.com/microsoft/CsWin32/releases/tag/v0.3.287","title":"microsoft/CsWin32 v0.3.287","context":"microsoft/CsWin32","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-11T04:22:28+00:00","first_seen_at":"2026-06-11T07:01:13.026392+00:00","date_source":"source"},{"id":"6adcd577-5563-4fd8-85dd-268919492cf0","url":"https://onlylabs.fyi/signals/6adcd577-5563-4fd8-85dd-268919492cf0","source_url":"https://github.com/microsoft/sqltoolsservice/releases/tag/6.0.20260610.1","title":"microsoft/sqltoolsservice 6.0.20260610.1","context":"microsoft/sqltoolsservice","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-10T23:57:44+00:00","first_seen_at":"2026-06-11T07:01:13.026392+00:00","date_source":"source"},{"id":"7557f4d3-5544-422b-b39d-1e668cb0dfa5","url":"https://onlylabs.fyi/signals/7557f4d3-5544-422b-b39d-1e668cb0dfa5","source_url":"https://github.com/microsoft/agent-framework/releases/tag/dotnet-1.10.0","title":"microsoft/agent-framework dotnet-1.10.0","context":"microsoft/agent-framework","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-10T17:50:17+00:00","first_seen_at":"2026-06-11T07:01:13.026392+00:00","date_source":"source"},{"id":"e18f0e7d-b1df-421e-a845-19cad8151a11","url":"https://onlylabs.fyi/signals/e18f0e7d-b1df-421e-a845-19cad8151a11","source_url":"https://github.com/microsoft/ai4s-jobq/releases/tag/v3.13.1","title":"microsoft/ai4s-jobq v3.13.1","context":"microsoft/ai4s-jobq","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-10T17:19:31+00:00","first_seen_at":"2026-06-11T07:01:13.026392+00:00","date_source":"source"}]}