{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Release: microsoft/garnet v2.0.1-beta.4","description":"Microsoft release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/259585ee-4a29-412f-9c92-6700d30b41c9","json_url":"https://onlylabs.fyi/signals/259585ee-4a29-412f-9c92-6700d30b41c9/signal.json","generated_at":"2026-06-26T23:24:55.529Z","evidence_latest_fetched_at":"2026-06-18T07:03:37.397298+00:00","signal_first_seen_at":"2026-06-18T07:00:31.633644+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/259585ee-4a29-412f-9c92-6700d30b41c9","signal_json":"https://onlylabs.fyi/signals/259585ee-4a29-412f-9c92-6700d30b41c9/signal.json","source":"https://github.com/microsoft/garnet/releases/tag/v2.0.1-beta.4","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.4 (microsoft/garnet). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: High-performance remote cache-store by Microsoft. · Garnet PREVIEW v2.0.1-beta.4 Repository: microsoft/garnet Tag: v2.0.1-beta.4 Published: 2026-06-17T19:46:44Z 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.4","source_host":"github.com","occurred_at":"2026-06-17T19:46:44+00:00","first_seen_at":"2026-06-18T07:00:31.633644+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.4","source":"source"},{"label":"Context","value":"High-performance remote cache-store by Microsoft.","source":"signal"},{"label":"Notability","value":"Routine beta patch release of a cache-store project.","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Infrastructure","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.4"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-18T07:03:37.397298+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/259585ee-4a29-412f-9c92-6700d30b41c9/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/259585ee-4a29-412f-9c92-6700d30b41c9/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/garnet/releases/tag/v2.0.1-beta.4","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.4\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/garnet v2.0.1-beta.4","text":"Microsoft released microsoft/garnet v2.0.1-beta.4."},{"subject":"microsoft/garnet v2.0.1-beta.4","predicate":"is classified as","object":"release signal","text":"microsoft/garnet v2.0.1-beta.4 is classified as release signal."},{"subject":"microsoft/garnet v2.0.1-beta.4","predicate":"belongs to","object":"releases desk","text":"microsoft/garnet v2.0.1-beta.4 belongs to releases desk."},{"subject":"microsoft/garnet v2.0.1-beta.4","predicate":"has context","object":"microsoft/garnet","text":"microsoft/garnet v2.0.1-beta.4 has context microsoft/garnet."},{"subject":"microsoft/garnet v2.0.1-beta.4","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/garnet v2.0.1-beta.4 has evidence coverage 1 captured evidence page."},{"subject":"microsoft/garnet v2.0.1-beta.4","predicate":"has captured page count","object":"1","text":"microsoft/garnet v2.0.1-beta.4 has captured page count 1."},{"subject":"microsoft/garnet v2.0.1-beta.4","predicate":"has readable page count","object":"1","text":"microsoft/garnet v2.0.1-beta.4 has readable page count 1."},{"subject":"microsoft/garnet v2.0.1-beta.4","predicate":"has related signal count","object":"6","text":"microsoft/garnet v2.0.1-beta.4 has related signal count 6."},{"subject":"microsoft/garnet v2.0.1-beta.4","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.4 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.4","predicate":"has source host","object":"github.com","text":"microsoft/garnet v2.0.1-beta.4 has source host github.com."},{"subject":"microsoft/garnet v2.0.1-beta.4","predicate":"has lab","object":"Microsoft","text":"microsoft/garnet v2.0.1-beta.4 has lab Microsoft."},{"subject":"microsoft/garnet v2.0.1-beta.4","predicate":"has signal desk","object":"releases","text":"microsoft/garnet v2.0.1-beta.4 has signal desk releases."},{"subject":"microsoft/garnet v2.0.1-beta.4","predicate":"has source host","object":"github.com","text":"microsoft/garnet v2.0.1-beta.4 has source host github.com."},{"subject":"microsoft/garnet v2.0.1-beta.4","predicate":"has repository","object":"microsoft/garnet","text":"microsoft/garnet v2.0.1-beta.4 has repository microsoft/garnet."},{"subject":"microsoft/garnet v2.0.1-beta.4","predicate":"has release","object":"Garnet PREVIEW v2.0.1-beta.4","text":"microsoft/garnet v2.0.1-beta.4 has release Garnet PREVIEW v2.0.1-beta.4."},{"subject":"microsoft/garnet v2.0.1-beta.4","predicate":"has context","object":"High-performance remote cache-store by Microsoft.","text":"microsoft/garnet v2.0.1-beta.4 has context High-performance remote cache-store by Microsoft.."},{"subject":"microsoft/garnet v2.0.1-beta.4","predicate":"has notability","object":"Routine beta patch release of a cache-store project.","text":"microsoft/garnet v2.0.1-beta.4 has notability Routine beta patch release of a cache-store project.."},{"subject":"microsoft/garnet v2.0.1-beta.4","predicate":"has watch term","object":"Eval methodology","text":"microsoft/garnet v2.0.1-beta.4 has watch term Eval methodology."}]},"intelligence":{"signal_desk":"releases","answer":"Microsoft published microsoft/garnet v2.0.1-beta.4 (microsoft/garnet). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: High-performance remote cache-store by Microsoft. · Garnet PREVIEW v2.0.1-beta.4 Repository: microsoft/garnet Tag: v2.0.1-beta.4 Published: 2026-06-17T19:46:44Z 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.4","text":"Microsoft released microsoft/garnet v2.0.1-beta.4."},{"subject":"microsoft/garnet v2.0.1-beta.4","predicate":"is classified as","object":"release signal","text":"microsoft/garnet v2.0.1-beta.4 is classified as release signal."},{"subject":"microsoft/garnet v2.0.1-beta.4","predicate":"belongs to","object":"releases desk","text":"microsoft/garnet v2.0.1-beta.4 belongs to releases desk."},{"subject":"microsoft/garnet v2.0.1-beta.4","predicate":"has context","object":"microsoft/garnet","text":"microsoft/garnet v2.0.1-beta.4 has context microsoft/garnet."},{"subject":"microsoft/garnet v2.0.1-beta.4","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/garnet v2.0.1-beta.4 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"259585ee-4a29-412f-9c92-6700d30b41c9","url":"https://onlylabs.fyi/signals/259585ee-4a29-412f-9c92-6700d30b41c9","json_url":"https://onlylabs.fyi/signals/259585ee-4a29-412f-9c92-6700d30b41c9/signal.json","source_url":"https://github.com/microsoft/garnet/releases/tag/v2.0.1-beta.4","title":"microsoft/garnet v2.0.1-beta.4","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":"2026-06-17T19:46:44+00:00","first_seen_at":"2026-06-18T07:00:31.633644+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.4"]},"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":{"is_primary":true,"source_match":true,"url":"https://github.com/microsoft/garnet/releases/tag/v2.0.1-beta.4","final_url":"https://github.com/microsoft/garnet/releases/tag/v2.0.1-beta.4","title":"microsoft/garnet v2.0.1-beta.4","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-18T07:03:37.397298+00:00","bytes":38156,"raw_path":"15dd956d7aa63891b03c9d75f0308123823845bbc90491352d7096b2b5d0f1d0.json","content_hash":"460a0413f11e9eb541a9c017921d55f92e2e1ebd9330dd0de0304d894bbd7356","excerpt_chars":1200,"truncated":true,"excerpt":"Garnet PREVIEW v2.0.1-beta.4 Repository: microsoft/garnet Tag: v2.0.1-beta.4 Published: 2026-06-17T19:46:44Z 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: * a81d2f124e0208b0a3973a2694bf3038e08f1d43 Bump version to 2.0.1-beta.4 (#1885) * 94d6a1f59c8a436291ea1c680d8fb758e97b0583 Native storage device: improved error handling (#1884) * 39fd9d348cdffca122cece3a4ccbce63e02df16e [BFTree] Add RangeIndex cluster migration (#1731) * 1a3d3eeb1706981a14e3e4d68cff773c1aa63b5d Impose 512M maximum on RESP elements in RespReadUtils (#1883) * 096731e026d6f434b932e2a34b34b1d5869b3917 Fix `VectorElementKey.IsPinned` and `drop_index` calls while Vector Set in use (#1871) * f031f94d31fd373f33df828dff1c2226ee940d44 Helm chart improvements (#1802) * f9214f6e215ecf31f8f02f6fe3acbfaefe42e4e9 Small corner case handling in storage (#1879) * 275f1343eca61ee4c11e2d2d54f2a6047b5b0113 Bump rand 0.9.2 → 0.9.3 in bftree-garnet to fix..."},"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"}]}