{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Release: microsoft/agent-governance-toolkit v4.0.0","description":"Microsoft release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/bac9b707-0b76-4fae-ae9f-297dae5c4fe0","json_url":"https://onlylabs.fyi/signals/bac9b707-0b76-4fae-ae9f-297dae5c4fe0/signal.json","generated_at":"2026-06-11T02:59:41.851424+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/bac9b707-0b76-4fae-ae9f-297dae5c4fe0","signal_json":"https://onlylabs.fyi/signals/bac9b707-0b76-4fae-ae9f-297dae5c4fe0/signal.json","source":"https://github.com/microsoft/agent-governance-toolkit/releases/tag/v4.0.0","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/agent-governance-toolkit v4.0.0 (microsoft/agent-governance-toolkit). This release signal is evidence of what shipped, changed, or was packaged for users. 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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/bac9b707-0b76-4fae-ae9f-297dae5c4fe0/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/agent-governance-toolkit/releases/tag/v4.0.0","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/agent-governance-toolkit v4.0.0\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/agent-governance-toolkit v4.0.0","text":"Microsoft released microsoft/agent-governance-toolkit v4.0.0."},{"subject":"microsoft/agent-governance-toolkit v4.0.0","predicate":"is classified as","object":"release signal","text":"microsoft/agent-governance-toolkit v4.0.0 is classified as release signal."},{"subject":"microsoft/agent-governance-toolkit v4.0.0","predicate":"belongs to","object":"releases desk","text":"microsoft/agent-governance-toolkit v4.0.0 belongs to releases desk."},{"subject":"microsoft/agent-governance-toolkit v4.0.0","predicate":"has context","object":"microsoft/agent-governance-toolkit","text":"microsoft/agent-governance-toolkit v4.0.0 has context microsoft/agent-governance-toolkit."},{"subject":"microsoft/agent-governance-toolkit v4.0.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/agent-governance-toolkit v4.0.0 has evidence coverage 1 captured evidence page."},{"subject":"microsoft/agent-governance-toolkit v4.0.0","predicate":"has captured page count","object":"1","text":"microsoft/agent-governance-toolkit v4.0.0 has captured page count 1."},{"subject":"microsoft/agent-governance-toolkit v4.0.0","predicate":"has readable page count","object":"1","text":"microsoft/agent-governance-toolkit v4.0.0 has readable page count 1."},{"subject":"microsoft/agent-governance-toolkit v4.0.0","predicate":"has related signal count","object":"6","text":"microsoft/agent-governance-toolkit v4.0.0 has related signal count 6."},{"subject":"microsoft/agent-governance-toolkit v4.0.0","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/agent-governance-toolkit v4.0.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"microsoft/agent-governance-toolkit v4.0.0","predicate":"has source host","object":"github.com","text":"microsoft/agent-governance-toolkit v4.0.0 has source host github.com."},{"subject":"microsoft/agent-governance-toolkit v4.0.0","predicate":"has lab","object":"Microsoft","text":"microsoft/agent-governance-toolkit v4.0.0 has lab Microsoft."},{"subject":"microsoft/agent-governance-toolkit v4.0.0","predicate":"has signal desk","object":"releases","text":"microsoft/agent-governance-toolkit v4.0.0 has signal desk releases."},{"subject":"microsoft/agent-governance-toolkit v4.0.0","predicate":"has source host","object":"github.com","text":"microsoft/agent-governance-toolkit v4.0.0 has source host github.com."},{"subject":"microsoft/agent-governance-toolkit v4.0.0","predicate":"has repository","object":"microsoft/agent-governance-toolkit","text":"microsoft/agent-governance-toolkit v4.0.0 has repository microsoft/agent-governance-toolkit."},{"subject":"microsoft/agent-governance-toolkit v4.0.0","predicate":"has release","object":"v4.0.0","text":"microsoft/agent-governance-toolkit v4.0.0 has release v4.0.0."},{"subject":"microsoft/agent-governance-toolkit v4.0.0","predicate":"has notability","object":"New version of agent governance toolkit","text":"microsoft/agent-governance-toolkit v4.0.0 has notability New version of agent governance toolkit."},{"subject":"microsoft/agent-governance-toolkit v4.0.0","predicate":"has watch term","object":"Eval methodology","text":"microsoft/agent-governance-toolkit v4.0.0 has watch term Eval methodology."},{"subject":"microsoft/agent-governance-toolkit v4.0.0","predicate":"has watch term","object":"Infrastructure","text":"microsoft/agent-governance-toolkit v4.0.0 has watch term Infrastructure."}]},"intelligence":{"signal_desk":"releases","answer":"Microsoft published microsoft/agent-governance-toolkit v4.0.0 (microsoft/agent-governance-toolkit). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: New version of agent governance toolkit · v4.0.0 Repository: microsoft/agent-governance-toolkit Tag: v4.0.0 Published: 2026-06-01T21:03:58Z Prerelease: no Release notes: Agent Governance Toolkit v4.0.0 **Ship.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/agent-governance-toolkit v4.0.0","text":"Microsoft released microsoft/agent-governance-toolkit v4.0.0."},{"subject":"microsoft/agent-governance-toolkit v4.0.0","predicate":"is classified as","object":"release signal","text":"microsoft/agent-governance-toolkit v4.0.0 is classified as release signal."},{"subject":"microsoft/agent-governance-toolkit v4.0.0","predicate":"belongs to","object":"releases desk","text":"microsoft/agent-governance-toolkit v4.0.0 belongs to releases desk."},{"subject":"microsoft/agent-governance-toolkit v4.0.0","predicate":"has context","object":"microsoft/agent-governance-toolkit","text":"microsoft/agent-governance-toolkit v4.0.0 has context microsoft/agent-governance-toolkit."},{"subject":"microsoft/agent-governance-toolkit v4.0.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/agent-governance-toolkit v4.0.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"bac9b707-0b76-4fae-ae9f-297dae5c4fe0","url":"https://onlylabs.fyi/signals/bac9b707-0b76-4fae-ae9f-297dae5c4fe0","json_url":"https://onlylabs.fyi/signals/bac9b707-0b76-4fae-ae9f-297dae5c4fe0/signal.json","source_url":"https://github.com/microsoft/agent-governance-toolkit/releases/tag/v4.0.0","title":"microsoft/agent-governance-toolkit v4.0.0","summary":"Microsoft published release notes. onlylabs watches releases for what actually shipped.","context":"microsoft/agent-governance-toolkit","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-01T21:03:58+00:00","first_seen_at":"2026-06-08T07:01:04.198092+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/agent-governance-toolkit/releases/tag/v4.0.0"]},"facets":{"repo":"microsoft/agent-governance-toolkit"},"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/agent-governance-toolkit/releases/tag/v4.0.0","final_url":"https://github.com/microsoft/agent-governance-toolkit/releases/tag/v4.0.0","title":"microsoft/agent-governance-toolkit v4.0.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:59:41.851424+00:00","bytes":13357,"raw_path":"fece84593bd8577f4ca0bc53336c453e0f7a02539ce838461405d13d4709a464.json","content_hash":"2cd734c090233a84e69ff42952a4973bf040bb07ce4a76648a06c39051a8ea96","excerpt_chars":1200,"truncated":true,"excerpt":"v4.0.0 Repository: microsoft/agent-governance-toolkit Tag: v4.0.0 Published: 2026-06-01T21:03:58Z Prerelease: no Release notes: Agent Governance Toolkit v4.0.0 **Ship agents to production without losing sleep** -- now with consolidated packages, TEE key management, and Entra JWT verification across the mesh. Highlights Python Package Consolidation (Breaking) 45 Python packages consolidated into 5 clean distributions: | Distribution | What is included | |---|---| | agent-governance-toolkit-core | Policy engine, capability model, audit, MCP gateway, identity, trust scoring | | agent-governance-toolkit-runtime | Privilege rings, saga orchestration, termination control | | agent-governance-toolkit-sre | SLOs, error budgets, chaos engineering, circuit breakers | | agent-governance-toolkit-cli | agt CLI, OWASP verification, integrity checks, policy linting | | agent-governance-toolkit[full] | Meta-package installing all of the above | Old package names (agent-os-kernel, agentmesh-platform, etc.) remain as stub redirects for migration. New Capabilities - **TEE keystore abstraction** (ADR 0010): async key management with TEEKeyHandle, SoftwareKeyHandle, and attested key store adapters -..."},"evidence_pages":[{"url":"https://github.com/microsoft/agent-governance-toolkit/releases/tag/v4.0.0","final_url":"https://github.com/microsoft/agent-governance-toolkit/releases/tag/v4.0.0","title":"microsoft/agent-governance-toolkit v4.0.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:59:41.851424+00:00","bytes":13357,"raw_path":"fece84593bd8577f4ca0bc53336c453e0f7a02539ce838461405d13d4709a464.json","content_hash":"2cd734c090233a84e69ff42952a4973bf040bb07ce4a76648a06c39051a8ea96","excerpt_chars":1200,"truncated":true,"excerpt":"v4.0.0 Repository: microsoft/agent-governance-toolkit Tag: v4.0.0 Published: 2026-06-01T21:03:58Z Prerelease: no Release notes: Agent Governance Toolkit v4.0.0 **Ship agents to production without losing sleep** -- now with consolidated packages, TEE key management, and Entra JWT verification across the mesh. Highlights Python Package Consolidation (Breaking) 45 Python packages consolidated into 5 clean distributions: | Distribution | What is included | |---|---| | agent-governance-toolkit-core | Policy engine, capability model, audit, MCP gateway, identity, trust scoring | | agent-governance-toolkit-runtime | Privilege rings, saga orchestration, termination control | | agent-governance-toolkit-sre | SLOs, error budgets, chaos engineering, circuit breakers | | agent-governance-toolkit-cli | agt CLI, OWASP verification, integrity checks, policy linting | | agent-governance-toolkit[full] | Meta-package installing all of the above | Old package names (agent-os-kernel, agentmesh-platform, etc.) remain as stub redirects for migration. New Capabilities - **TEE keystore abstraction** (ADR 0010): async key management with TEEKeyHandle, SoftwareKeyHandle, and attested key store adapters -..."}],"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"}]}