{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Release: microsoft/trident v0.22.0","description":"Microsoft release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/a8b4a9c7-c231-40f9-b2e4-e5f773034e82","json_url":"https://onlylabs.fyi/signals/a8b4a9c7-c231-40f9-b2e4-e5f773034e82/signal.json","generated_at":"2026-06-11T03:43:42.187409+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/a8b4a9c7-c231-40f9-b2e4-e5f773034e82","signal_json":"https://onlylabs.fyi/signals/a8b4a9c7-c231-40f9-b2e4-e5f773034e82/signal.json","source":"https://github.com/microsoft/trident/releases/tag/v0.22.0","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/trident v0.22.0 (microsoft/trident). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine repo release, no major traction · v0.22.0 Repository: microsoft/trident Tag: v0.22.0 Published: 2026-03-26T18:59:57Z Prerelease: no Release notes: Full version: 0.22.0-2026032408.v591c165 Changes - gRPC:.... 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/trident/releases/tag/v0.22.0","source_host":"github.com","occurred_at":"2026-03-26T18:59:57+00:00","first_seen_at":"2026-06-06T01:49:41.740219+00:00","date_source":"source","context":"microsoft/trident"},"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/trident","source":"source"},{"label":"Release","value":"v0.22.0","source":"source"},{"label":"Notability","value":"Routine repo release, no major traction","source":"signal"}],"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/trident/releases/tag/v0.22.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:43:42.187409+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/a8b4a9c7-c231-40f9-b2e4-e5f773034e82/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/a8b4a9c7-c231-40f9-b2e4-e5f773034e82/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/trident/releases/tag/v0.22.0","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/trident v0.22.0\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/trident v0.22.0","text":"Microsoft released microsoft/trident v0.22.0."},{"subject":"microsoft/trident v0.22.0","predicate":"is classified as","object":"release signal","text":"microsoft/trident v0.22.0 is classified as release signal."},{"subject":"microsoft/trident v0.22.0","predicate":"belongs to","object":"releases desk","text":"microsoft/trident v0.22.0 belongs to releases desk."},{"subject":"microsoft/trident v0.22.0","predicate":"has context","object":"microsoft/trident","text":"microsoft/trident v0.22.0 has context microsoft/trident."},{"subject":"microsoft/trident v0.22.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/trident v0.22.0 has evidence coverage 1 captured evidence page."},{"subject":"microsoft/trident v0.22.0","predicate":"has captured page count","object":"1","text":"microsoft/trident v0.22.0 has captured page count 1."},{"subject":"microsoft/trident v0.22.0","predicate":"has readable page count","object":"1","text":"microsoft/trident v0.22.0 has readable page count 1."},{"subject":"microsoft/trident v0.22.0","predicate":"has related signal count","object":"6","text":"microsoft/trident v0.22.0 has related signal count 6."},{"subject":"microsoft/trident v0.22.0","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/trident v0.22.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"microsoft/trident v0.22.0","predicate":"has source host","object":"github.com","text":"microsoft/trident v0.22.0 has source host github.com."},{"subject":"microsoft/trident v0.22.0","predicate":"has lab","object":"Microsoft","text":"microsoft/trident v0.22.0 has lab Microsoft."},{"subject":"microsoft/trident v0.22.0","predicate":"has signal desk","object":"releases","text":"microsoft/trident v0.22.0 has signal desk releases."},{"subject":"microsoft/trident v0.22.0","predicate":"has source host","object":"github.com","text":"microsoft/trident v0.22.0 has source host github.com."},{"subject":"microsoft/trident v0.22.0","predicate":"has repository","object":"microsoft/trident","text":"microsoft/trident v0.22.0 has repository microsoft/trident."},{"subject":"microsoft/trident v0.22.0","predicate":"has release","object":"v0.22.0","text":"microsoft/trident v0.22.0 has release v0.22.0."},{"subject":"microsoft/trident v0.22.0","predicate":"has notability","object":"Routine repo release, no major traction","text":"microsoft/trident v0.22.0 has notability Routine repo release, no major traction."}]},"intelligence":{"signal_desk":"releases","answer":"Microsoft published microsoft/trident v0.22.0 (microsoft/trident). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine repo release, no major traction · v0.22.0 Repository: microsoft/trident Tag: v0.22.0 Published: 2026-03-26T18:59:57Z Prerelease: no Release notes: Full version: 0.22.0-2026032408.v591c165 Changes - gRPC:.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/trident v0.22.0","text":"Microsoft released microsoft/trident v0.22.0."},{"subject":"microsoft/trident v0.22.0","predicate":"is classified as","object":"release signal","text":"microsoft/trident v0.22.0 is classified as release signal."},{"subject":"microsoft/trident v0.22.0","predicate":"belongs to","object":"releases desk","text":"microsoft/trident v0.22.0 belongs to releases desk."},{"subject":"microsoft/trident v0.22.0","predicate":"has context","object":"microsoft/trident","text":"microsoft/trident v0.22.0 has context microsoft/trident."},{"subject":"microsoft/trident v0.22.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/trident v0.22.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"a8b4a9c7-c231-40f9-b2e4-e5f773034e82","url":"https://onlylabs.fyi/signals/a8b4a9c7-c231-40f9-b2e4-e5f773034e82","json_url":"https://onlylabs.fyi/signals/a8b4a9c7-c231-40f9-b2e4-e5f773034e82/signal.json","source_url":"https://github.com/microsoft/trident/releases/tag/v0.22.0","title":"microsoft/trident v0.22.0","summary":"Microsoft published release notes. onlylabs watches releases for what actually shipped.","context":"microsoft/trident","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-03-26T18:59:57+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/trident/releases/tag/v0.22.0"]},"facets":{"repo":"microsoft/trident"},"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/trident/releases/tag/v0.22.0","final_url":"https://github.com/microsoft/trident/releases/tag/v0.22.0","title":"microsoft/trident v0.22.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:43:42.187409+00:00","bytes":15191,"raw_path":"ff2af76e2c512dfe1e860220421c424d1d8b310a9505b645479d9bcd4220f997.json","content_hash":"753a3ed06911be9556129b7cebb4fd8b2b56635356d512483c554c311ca61929","excerpt_chars":1200,"truncated":true,"excerpt":"v0.22.0 Repository: microsoft/trident Tag: v0.22.0 Published: 2026-03-26T18:59:57Z Prerelease: no Release notes: Full version: 0.22.0-2026032408.v591c165 Changes - gRPC: After a successful servicing operation, the image hash will be returned in the completion message. (https://github.com/microsoft/trident/pull/561) - Updated `trident-proto` to v1.1. Bug Fixes * Fix rollback version check to account for distro versioning schemes (https://github.com/microsoft/trident/pull/550) * Fix pcrlock rule ordering (https://github.com/microsoft/trident/pull/568) * Fixed an issue where slow downloads would get killed every 30 seconds and resumed. Also added a download monitor that reports when speeds fall below 15Mbps (configurable via internal param). (https://github.com/microsoft/trident/pull/560) * Address low impact CVEs (https://github.com/microsoft/trident/pull/551, https://github.com/microsoft/trident/pull/574) Known Issues - ImageCustomizer v1.2.0 produces UKI COSI files that are only compatible with Trident v0.21+. Trident v0.22 works with COSI files created by *any* recent ImageCustomizer. - In this release, new integration with systemd-journald was added to directly send logs to the..."},"evidence_pages":[{"url":"https://github.com/microsoft/trident/releases/tag/v0.22.0","final_url":"https://github.com/microsoft/trident/releases/tag/v0.22.0","title":"microsoft/trident v0.22.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:43:42.187409+00:00","bytes":15191,"raw_path":"ff2af76e2c512dfe1e860220421c424d1d8b310a9505b645479d9bcd4220f997.json","content_hash":"753a3ed06911be9556129b7cebb4fd8b2b56635356d512483c554c311ca61929","excerpt_chars":1200,"truncated":true,"excerpt":"v0.22.0 Repository: microsoft/trident Tag: v0.22.0 Published: 2026-03-26T18:59:57Z Prerelease: no Release notes: Full version: 0.22.0-2026032408.v591c165 Changes - gRPC: After a successful servicing operation, the image hash will be returned in the completion message. (https://github.com/microsoft/trident/pull/561) - Updated `trident-proto` to v1.1. Bug Fixes * Fix rollback version check to account for distro versioning schemes (https://github.com/microsoft/trident/pull/550) * Fix pcrlock rule ordering (https://github.com/microsoft/trident/pull/568) * Fixed an issue where slow downloads would get killed every 30 seconds and resumed. Also added a download monitor that reports when speeds fall below 15Mbps (configurable via internal param). (https://github.com/microsoft/trident/pull/560) * Address low impact CVEs (https://github.com/microsoft/trident/pull/551, https://github.com/microsoft/trident/pull/574) Known Issues - ImageCustomizer v1.2.0 produces UKI COSI files that are only compatible with Trident v0.21+. Trident v0.22 works with COSI files created by *any* recent ImageCustomizer. - In this release, new integration with systemd-journald was added to directly send logs to the..."}],"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"}]}